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Foundational guide to cognitive security, threat modeling, narrative ecosystems, and multi-agent defense. cognitive security epistemic security misinformation active inference"},{"id":"page:computational-entomology-pillar","type":"page","title":"Computational Entomology","url":"/computational-entomology.html","summary":"Computational models of social insects, algorithmic entomology, ant colony simulation, and transcriptomics.","tags":["computational entomology","ants","collective behavior","simulation"],"content":"Computational Entomology Computational models of social insects, algorithmic entomology, ant colony simulation, and transcriptomics. computational entomology ants collective behavior simulation"},{"id":"page:insect-cognition-pillar","type":"page","title":"Insect Cognition & Collective Intelligence","url":"/insect-cognition.html","summary":"Explainer on insect cognition, ant colony intelligence without a central brain, stigmergy, and active inference.","tags":["insect 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Inference","url":"/neurosymbolic-ai.html","summary":"Guide to neurosymbolic artificial intelligence, formal knowledge representations, and discrete active inference agents.","tags":["neurosymbolic ai","symbolic reasoning","generative ai","knowledge graphs"],"content":"Neurosymbolic AI & Active Inference Guide to neurosymbolic artificial intelligence, formal knowledge representations, and discrete active inference agents. neurosymbolic ai symbolic reasoning generative ai knowledge graphs"},{"id":"page:cite-verify","type":"page","title":"Cite & Verify","url":"/cite-verify.html","summary":"Citation and source-of-truth rules.","tags":["citation"],"content":"Cite & Verify Citation and source-of-truth rules. citation"},{"id":"page:evidence","type":"page","title":"Evidence Ledger","url":"/evidence.html","summary":"Claim-level evidence and caveats.","tags":["claims"],"content":"Evidence Ledger Claim-level evidence and caveats. 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Start Guide","url":"/AGENT_START.md","summary":"Task recipes for agents using the repository.","tags":["agents","start"],"content":"Agent Start Guide Task recipes for agents using the repository. agents start"},{"id":"page:humans","type":"document","title":"Humans.txt","url":"/humans.txt","summary":"Human-maintained contact and site credits.","tags":["contact","humans"],"content":"Humans.txt Human-maintained contact and site credits. contact humans"},{"id":"page:release-snapshot","type":"document","title":"2026-05 Discovery Layer Release Snapshot","url":"/docs/releases/2026-05-discovery-layer.md","summary":"Release note and validation gate for the discovery layer.","tags":["release","maintenance"],"content":"2026-05 Discovery Layer Release Snapshot Release note and validation gate for the discovery layer. release maintenance"},{"id":"work:Friedman2026TemplateApproachReproducibleGenerative001","type":"work","title":"A template/ approach to Reproducible Generative Research: Architecture and Ergonomics from Configuration through Publication","url":"/works/Friedman2026TemplateApproachReproducibleGenerative001.html","external_url":"https://doi.org/10.5281/zenodo.16903351","full_text_url":"/papers/2026_ReproducibleResearch/full_text.md","summary":"The reproducibility crisis in computational research is fundamentally structural: research artifacts are scattered across disconnected tools. template/ applies Infrastructure as Code to the research lifecycle, making the","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","reproducible research","infrastructure as code","build pipeline","open science","Model Context Protocol"],"content":"A template/ approach to Reproducible Generative Research: Architecture and Ergonomics from Configuration through Publication Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.16903351 Friedman2026TemplateApproachReproducibleGenerative001 Computational Paper The reproducibility crisis in computational research is fundamentally structural: research artifacts are scattered across disconnected tools. template/ applies Infrastructure as Code to the research lifecycle, making the manuscript, test suite, and provenance chain version-controlled, deterministically buildable, and independently verifiable. reproducible research infrastructure as code build pipeline open science Model Context Protocol All three exemplar projects (39, 505 and 65 tests) completed the pipeline, a reported 100% success rate with zero mock violations. Total pipeline duration across the three projects was ~125s on Apple M-series hardware, ~42s per project on average. The infrastructure suite of ~3,083 tests reached 83%+ coverage against a 60% threshold, with zero mock violations. The comparative feature analysis is reported to show template/ uniquely combining eleven distinctive capabilities in one enforced pipeline. Among stated limitations, the provenance layer offers SHA-256 tamper detection but not cryptographic non-repudiation, since it lacks private-key signatures. Two-Layer Architecture: 12 shared infrastructure subpackages + standalone projects — template/ separates a reusable infrastructure/ layer (~150 Python modules) from self-contained projects/ workspaces that consume it. Eight-stage build pipeline from environment setup to LLM review — Stages run sequentially: setup, tests with coverage, analysis scripts, Pandoc/XeLaTeX rendering, hashing/watermarking, PDF validation, LLM review. Zero-Mock testing policy with 90%/60% coverage gates — Tests use real filesystem operations and subprocesses instead of mocks, with coverage thresholds of 90% for projects and 60% for infrastructure. SHA-256 hashing with steganographic watermarking for provenance — Rendered PDFs carry SHA-256 hashes in metadata plus alpha-channel overlays and QR codes for tamper detection. Multi-project evaluation and feature comparison with peer tools — Three exemplar projects were run through the pipeline in a fast configuration that skips infrastructure tests and LLM review; template/ was also compared with peer tools on fourteen dimensions.","image_count":4},{"id":"work:Friedman2026ActiveInferenceJournal500002","type":"work","title":"Active Inference Journal — 500+ videos on Active Inference with transcripts","url":"/works/Friedman2026ActiveInferenceJournal500002.html","external_url":"https://video.activeinference.institute/","full_text_url":"","summary":"Series · YouTube · Media & Teaching","year":2026,"domain":"Media & Teaching","tags":["Series","Media & Teaching","bibliography"],"content":"Active Inference Journal — 500+ videos on Active Inference with transcripts YouTube Friedman2026ActiveInferenceJournal500002 Media & Teaching Series"},{"id":"work:Friedman2026BeforePragmatismHadName003","type":"work","title":"Before Pragmatism Had a Name: Blake's \"America A Prophecy\" Anticipates American Anticipatory Epistemology","url":"/works/Friedman2026BeforePragmatismHadName003.html","external_url":"https://doi.org/10.5281/zenodo.18807970","full_text_url":"/papers/2026_BeforePragmatism/full_text.md","summary":"Before Pragmatism Had a Name examines how William Blake's America: A Prophecy anticipates American anticipatory epistemology. The paper identifies six structural convergences between Blake's prophetic vision and pragmati","year":2026,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","William Blake","pragmatism","anticipatory epistemology","America a Prophecy","Peirce","Dewey","James","prophetic vision"],"content":"Before Pragmatism Had a Name: Blake's \"America A Prophecy\" Anticipates American Anticipatory Epistemology Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.18807970 Friedman2026BeforePragmatismHadName003 Art & Synergetics Paper Before Pragmatism Had a Name examines how William Blake's America: A Prophecy anticipates American anticipatory epistemology. The paper identifies six structural convergences between Blake's prophetic vision and pragmatist philosophy, arguing that Blake's visionary epistemology prefigures key concepts in American pragmatism (Peirce, Dewey, James) before the formal emergence of the pragmatist tradition. William Blake pragmatism anticipatory epistemology America a Prophecy Peirce Dewey James prophetic vision The paper maps Orc's revolutionary fire to Peirce's irritation of doubt, and the Thirteen Angels' collective transformation to Mead's socially constituted self. It reads Blake's Four Zoas as a proto-cognitive architecture anticipating Active Inference's factorized generative model, with fragmentation as 'Newton's Sleep'. A sixth dimension links Fuller and Applewhite's Synergetics (tetrahedron replacing cube) to Blake's anti-Newtonian stance and Peirce's pragmatic maxim. The author argues the convergences are structural rather than analogical and formalizes them with Markov blankets, generative models, precision weighting and multi-agent belief alignment. Proposed implications span computational psychiatry, digital humanities, and AI alignment (Fourfold Vision as corrective to next-token prediction). Primary textual analysis of Blake's America a Prophecy (Erdman edition) — Each convergence dimension is grounded in verified quotations from America a Prophecy, using Erdman's edition as the source. Structural-correspondence method rather than causal or genealogical claims — The manuscript identifies shared topological features across Blake, Pragmatism and Active Inference without claiming historical influence. Synthesis of pragmatist scholarship from Peirce to Brandom — Six convergence dimensions are developed against an account of American Pragmatism informed by Menand, Misak and Bernstein. Active Inference formalization in a nine-row triadic synthesis atlas — Uses Parr, Pezzulo and Friston (2022) as technical reference to map nine Blake–Pragmatism–Active Inference correspondences (Table 6).","image_count":13},{"id":"work:Friedman2026GoldenCompassLunarFlux004","type":"work","title":"The Golden Compass and the Lunar Flux: William Blake, Bimetallic Meta-stability, and the Architecture of Value","url":"/works/Friedman2026GoldenCompassLunarFlux004.html","external_url":"https://doi.org/10.5281/zenodo.19335195","full_text_url":"/papers/2026_Bimetalism/full_text.md","summary":"This manuscript overlays the history of British and American bimetallism with the mythopoetic architecture of William Blake’s prophetic corpus, reading the disintegration of the gold–silver standard as a material enactme","year":2026,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","William Blake","Bimetallism","Active Inference","Newton","Gresham's Law","Hamilton","William Jennings Bryan","Value"],"content":"The Golden Compass and the Lunar Flux: William Blake, Bimetallic Meta-stability, and the Architecture of Value Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.19335195 Friedman2026GoldenCompassLunarFlux004 Art & Synergetics Paper This manuscript overlays the history of British and American bimetallism with the mythopoetic architecture of William Blake’s prophetic corpus, reading the disintegration of the gold–silver standard as a material enactment of the catastrophic cosmological fracture Blake dramatized. We trace this trajectory from the Newtonian golden compass of rigid, atomistic metrology, identifying the 1717 Mint ratio (1:15.21) not merely as a failed economic policy but as the operationalization of \"Newton's sleep\"—a cognitive pathology of pathologically rigid priors that crushed variable sensory evidence of silver’s circulation. This Urizenic enclosure unleashed Gresham's entropy, draining silver and hollowing out domestic coinage, leading to the 1797 Bank Restriction and the subsequent 1816 codification of a golden \"Single Vision\". This entropic pattern resonated transatlantically, reflecting the revolutionary rupture Blake experienced in America a Prophecy (1793). The American metallic monetary arc resembeled the British descent into the \"Ulro\" of fiat abstraction: from Alexander Hamilton's initial 15:1 bimetallic synthesis through the metallic enclosure of the \"Crime of 1873,\" and culminating in William Jennings Bryan's resistance to the \"Cross of Gold\" (1896). Against the \"chimeric measurement\" of the Bank of England and modern fiat systems, which rely on the arithmetic of compounding imperial debt, Blake’s fourfold view provides a scaffold and vocabulary for resisting the totalizing enclosure of value. We reconstruct Blake’s prophetic economics as a sustained phenomenological account and analogy of financialized alienation. Ultimately, this manuscript bridges early industrial commodity fetishism, William Blake's etching, and the contemporary (2020–2026) monetary environment. William Blake Bimetallism Active Inference Newton Gresham's Law Hamilton William Jennings Bryan Value Economic History Prophetic Economics The author reads Newton's 1717 Mint ratio (1:15.21) as an operationalization of 'Newton's sleep', a rigid prior that ignored evidence of silver's circulation. The essay argues the 1816 Coinage Act erased the bimetallic tension by tokenizing silver rather than synthesizing the two metals. It proposes epistemic bimetallism as a general norm for biological or institutional systems, avoiding both rigid 'Single Vision' and unconstrained scepticism. The conclusion frames epistemic bimetallism as a refusal to let any single abstraction stand in for the full valuation of persons, rather than a policy prescription. Overlay of British/American bimetallic history with Blake's prophetic corpus — Reads monetary events from the 1717 Mint ratio to the 1896 'Cross of Gold' alongside Blake's illuminated works as parallel narratives. Close reading of Blake's texts and plates against monetary acts — Attends to Blake's specific textual attacks on gold, metallurgical imagery, and plate compositions while treating the 1797 and 1816 acts as 'topological fractures'. Velde border conditions for bimetallic circulation — Uses Velde's inequality on world monetary demand shares to frame the 1816 Coinage Act's tokenization of silver as violating the conditions for concurrent circulation. Active Inference expected free energy as an analogy for value — Maps the pragmatic/epistemic split of expected free energy onto gold/silver to propose an 'epistemic bimetallism', drawing also on Sabine's CRR framework.","image_count":1},{"id":"work:Friedman2026CognitiveIntegrityFrameworkFormal005","type":"work","title":"Cognitive Integrity Framework: Formal Foundations (Part 1 of 3: Theoretical Foundations)","url":"/works/Friedman2026CognitiveIntegrityFrameworkFormal005.html","external_url":"https://doi.org/10.5281/zenodo.18364118","full_text_url":"/papers/2026_CognitiveIntegrity/full_text.md","summary":"Multiagent AI systems introduce cognitive attack surfaces absent in single-model inference. When agents delegate to agents, forming beliefs about beliefs through recursive trust hierarchies, manipulation of reasoning pro","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","cognitive integrity","multiagent security","cognitive security","Active Inference","category theory","formal foundations","threat modeling"],"content":"Cognitive Integrity Framework: Formal Foundations (Part 1 of 3: Theoretical Foundations) Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.18364118 Friedman2026CognitiveIntegrityFrameworkFormal005 Cognitive Security Paper Multiagent AI systems introduce cognitive attack surfaces absent in single-model inference. When agents delegate to agents, forming beliefs about beliefs through recursive trust hierarchies, manipulation of reasoning processes—rather than mere data corruption—becomes a primary security concern. This paper presents the Cognitive Integrity Framework (CIF), providing formal foundations for cognitive security in multiagent operators. We develop four interconnected theoretical contributions: a Trust Calculus with bounded delegation (exponential 𝛿𝑑 decay) that prevents trust amplification through delegation chains; a Defense Composition Algebra with series and parallel composition theorems establishing multiplicative detection bounds; Information-Theoretic Limits relating stealth constraints to maximum attack impact through a fundamental stealth-impact tradeoff; and a formal Adversary Hierarchy (Ω1–Ω5) characterizing external, peripheral, agent-level, coordination, and systemic threats with increasing capability and decreasing detectability. The framework provides complete coverage of the OWASP Top 10 for Agentic Applications through formal threat models grounded in cognitive state manipulation rather than traditional input/output filtering. CIF bridges classical security concepts with the cognitive requirements of agentic systems. We extend Byzantine fault tolerance to cognitive manipulation—agents that appear functional but hold corrupted beliefs—and adapt trust management systems to continuous trust evolution with provable decay bounds. The framework formalizes five architectural defense mechanisms (cognitive firewalls, belief sandboxing, behavioral tripwires, provenance tracking, Byzantine consensus) with composition rules enabling formal reasoning about layered security. Technical foundations include: operational semantics for message passing and trust updates; invariants for belief integrity, goal preservation, and trust boundedness; model checking configurations for safety property verification; and a complete notation system for attack parameterization, defense specification, and cognitive state representation. This is Part 1 of a three-part series: Part 1 (this paper, DOI: 10.5281/zenodo.18364119) presents formal foundations and theoretical analysis; Part 2 (DOI: 10.5281/zenodo.18364128) provides computational validation and implementation; Part 3 (DOI: 10.5281/zenodo.18364130) offers practical deployment guidance. The framework will continue to be developed and versioned at https://github.com/docxology/cognitive_integrity/ . cognitive integrity multiagent security cognitive security Active Inference category theory formal foundations threat modeling Trust Boundedness theorem: delegated trust over a chain of depth d is at most δ^d, so trust cannot be amplified and vanishes exponentially with depth. The paper states a stealth-impact tradeoff as a theorem: high-impact attacks are easier to detect, while stealthy attacks have limited effect. The framework formalizes five architectural defenses with composition rules for reasoning about layered security. The author notes guarantees depend on assumptions (honest orchestrator, n ≥ 3f+1, authenticated channels) and that the O(n²) trust matrix limits deployment to moderate agent counts. Semantic-equivalence attacks, sub-threshold progressive drift, and orchestrator compromise are identified as formally difficult to detect. Trust Calculus with bounded, exponentially decaying delegation — Formalizes delegated trust with decay factor δ per delegation step and proves bounds by induction on chain depth. Defense Composition Algebra (series/parallel detection) — Derives detection rates for series and parallel composition of defenses, assuming independent detection events. Information-theoretic attack/detection bounds — Relates attack entropy, mutual information with detector output, and channel capacity to bound detection rate and attack impact. Five-class adversary hierarchy (Ω1–Ω5) — Defines external, peripheral, agent-level, coordination, and systemic adversary classes and maps them to multiagent architectures and OWASP Agentic Top 10. Operational semantics, invariants, and model-checking configurations — Specifies operational semantics for message passing and trust updates, belief/goal/trust invariants, and model-checking setups for safety properties."},{"id":"work:Friedman2026PersonalYouTube200Livestreams006","type":"work","title":"Personal YouTube — 200+ livestreams: drawings, Synergetics, paper discussions","url":"/works/Friedman2026PersonalYouTube200Livestreams006.html","external_url":"https://www.youtube.com/@danielarifriedman/playlists","full_text_url":"","summary":"Series · YouTube · Media & Teaching","year":2026,"domain":"Media & Teaching","tags":["Series","Media & Teaching","bibliography"],"content":"Personal YouTube — 200+ livestreams: drawings, Synergetics, paper discussions YouTube Friedman2026PersonalYouTube200Livestreams006 Media & Teaching Series"},{"id":"work:Friedman2026DoorsPerceptionAreThreshold007","type":"work","title":"The Doors of Perception are the Threshold of Prediction: Active Inference and William Blake's Theory of Seeing","url":"/works/Friedman2026DoorsPerceptionAreThreshold007.html","external_url":"https://doi.org/10.5281/zenodo.18600040","full_text_url":"/papers/2026_DoorsOfPerception/full_text.md","summary":"Looking at the sun, William Blake saw an innumerable company of the heavenly host where Newton's heirs saw only a golden coin. \"If the doors of perception were cleansed,\" Blake wrote, \"every thing would appear to man as ","year":2026,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","William Blake","Active Inference","perception","prediction","Thematic Atlas","prophetic vision","generative models","Markov blankets"],"content":"The Doors of Perception are the Threshold of Prediction: Active Inference and William Blake's Theory of Seeing Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.18600040 Friedman2026DoorsPerceptionAreThreshold007 Art & Synergetics Paper Looking at the sun, William Blake saw an innumerable company of the heavenly host where Newton's heirs saw only a golden coin. \"If the doors of perception were cleansed,\" Blake wrote, \"every thing would appear to man as it is: infinite.\" This paper argues that Blake's prophetic vocabulary, far from being merely poetic, constitutes an anticipatory phenomenological insight into the cognitive architecture that Active Inference now formalizes mathematically. Blake's \"doors\" are statistical boundaries separating self from world; his \"Newton's sleep\" is the pathology of rigid priors crushing sensory evidence; his \"fourfold vision\" maps onto hierarchical precision-weighting across processing depths; his insistence that \"Imagination is the Human Existence itself\" anticipates the insight that selfhood is constituted by the generative model. These are not retrospective metaphors imposed on a Romantic poet, but convergent descriptions of the same perceptual territory, arrived at through radically different methods two centuries apart. We approach this convergence in the spirit of Hesse's Glass Bead Game: not as proof that one tradition vindicates or completes the other, but as a synthetic juxtaposition of Art and Science—two moves in the same ancient, ongoing game of making sense of sense-making. Through close reading of *The Marriage of Heaven and Hell*, *Milton*, *Jerusalem*, and other works, we trace eight structural correspondences between Blake's perceptual philosophy and the Active Inference framework: Boundary, Vision, States, Imagination, Time, Space, Action, and Collectives—the last encompassing Blake's Four Zoas as a factorized model of collective mind. Each correspondence begins with Blake's phenomenological fire—his exact words, his illuminated images—and follows the mathematical shadow that Active Inference casts across the same ground: Markov blankets, hierarchical generative models, precision dynamics, temporal depth, spatial inference, free energy minimization, and multi-agent coordination. The formalism developed by the Active Inference community provides mathematical precision, yet we resist treating it as a finished edifice; the framework is better understood as one contemporary articulation of principles that Blake, and traditions before him, grasped through other means. The synthesis contributes to both lineages: Blake scholarship gains formal grounding of insights long dismissed as mystical enthusiasm; cognitive science gains phenomenological depth, historical precedent, and the humbling recognition that its discoveries may be rediscoveries after all. The doors of perception have always been thresholds of prediction—Blake's visions and the equations point towards the same boundary, and the conversation between them remains open evermore. Epistemic status: \"delighted with the enjoyments\" of AI which \"look like torment and insanity\". Take all syntax and semantics with a \"grain of sand\". For my personal limitations and typographical errors I plead \"Mutual Forgiveness of each Vice\". William Blake Active Inference perception prediction Thematic Atlas prophetic vision generative models Markov blankets The paper argues Blake's 'doors' correspond to statistical (Markov-blanket) boundaries and 'Newton's sleep' to rigid priors overriding sensory evidence. It maps 'fourfold vision' to hierarchical precision-weighting and Blake's view of Imagination to selfhood being constituted by the generative model. The author claims to provide specific formal mappings between Blake's prophetic system and Active Inference, beyond thematic analogy. Three empirical implications are proposed, concerning expert perception, precision modulation in contemplative practice, and psychedelic states. The paper acknowledges that its predictions remain untested and no experiment has directly tested the Blake–Active Inference correspondence. Close reading of Blake's Marriage of Heaven and Hell, Milton, Jerusalem — Blake's texts (Erdman edition as textual authority) are read closely to extract perceptual-philosophy claims for comparison with Active Inference. Eight-theme correspondence mapping (Boundary to Collectives) with equations — Each theme pairs a Blake quotation/image with an Active Inference formalism such as Markov blankets, precision dynamics or multi-agent models. Review of FEP/Active Inference formalisms as theoretical foundation — Variational free energy, Markov blankets, hierarchical generative models, precision and expected free energy are presented before the synthesis. Four Zoas modeled as a factorized collective generative model — Blake's Four Zoas are interpreted as factors of a joint model of collective mind within the Collectives theme.","image_count":10},{"id":"work:Friedman20255thAppliedActiveInference008","type":"work","title":"5th Applied Active Inference Symposium — Abstract Book","url":"/works/Friedman20255thAppliedActiveInference008.html","external_url":"https://doi.org/10.5281/zenodo.17555266","full_text_url":"/papers/2025_5thSymposium/full_text.md","summary":"This is the abstract for the Abstract Book for the 5th Applied Active Inference Symposium (Nov 12-14, 2025). The Active Inference Institute (AII) is an open-science institute dedicated to improving the accessibility, rig","year":2025,"domain":"Media & Teaching","tags":["Presentation","Media & Teaching","bibliography","Active Inference symposium","conference proceedings","international symposium","research presentations"],"content":"5th Applied Active Inference Symposium — Abstract Book Active Inference Institute Safron, Adam Kiefer, Alex Sabine, Alexander Hiott, Andrea Pashea, Andrew Alicea, Bradly Fields, Chris Holt, Denise Shah, Harshil Maitra, Satyaki Pae, Hongju Tennant, Ian Cloutier, Jean-François Freda, Jim Dietz, Joel Boik, John Friston, Karl Iennaco, Maria Luiza Brown, Matthew Garfield, Michael Hinrichs, Nicolás Octopus PabloFM Waade, Peter Thestrup Worden, Robert Senchal, Sam A Montañez, Samuel Namjoshi, Sanjeev Shrivastava, Siddhant de Jager, Sonia Macurdy, Steph Weiniger, Steven Hasty, Susan Nguyen, Viet Dung Gebhardt, William Lennon, Michael Newell, Dave Huembeli, Patrick Ramstead, Maxwell Adam Safron Alex Kiefer Alexander Sabine Andrea Hiott Andrew Pashea Bradly Alicea Chris Fields Denise Holt Harshil Shah Satyaki Maitra Hongju Pae Ian Tennant Jean-François Cloutier Jim Freda Joel Dietz John Boik Karl Friston Maria Luiza Iennaco Matthew Brown Michael Garfield Nicolás Hinrichs Peter Thestrup Waade Robert Worden Sam A Senchal Samuel Montañez Sanjeev Namjoshi Siddhant Shrivastava Sonia de Jager Steph Macurdy Steven Weiniger Susan Hasty Viet Dung Nguyen William Gebhardt Michael Lennon Dave Newell Patrick Huembeli Maxwell Ramstead Presentation 10.5281/zenodo.17555266 Friedman20255thAppliedActiveInference008 Media & Teaching Presentation This is the abstract for the Abstract Book for the 5th Applied Active Inference Symposium (Nov 12-14, 2025). The Active Inference Institute (AII) is an open-science institute dedicated to improving the accessibility, rigor, and applicability of the Active Inference framework. Included are the abstracts of the registered Presenters, who presented in a Live Session or submitted Pre-recorded Talks. All information: http://symposium.activeinference.institute/ Direct link to program: https://coda.io/d/_d08cdDbWwRy/Symposium-Program_surazvwP Active Inference symposium conference proceedings international symposium research presentations Sabine's CRR abstract reports that coherence appears to increase as the variational free energy bound decreases, proposing coherence as a proxy for uncertainty reduction. Montañez's abstract claims classical economic models such as Stigler's search and Simon's bounded rationality are special cases of active inference under specific conditions. Hinrichs's abstract presents a dyadic active inference framework for therapy linked to Forman-Ricci curvature of inter-brain hyperscanning networks. Edited compilation of abstracts for the Nov 12-14, 2025 symposium — Collects presenter abstracts into a DOI-registered abstract book edited by Maria Luiza Iennaco and Daniel Friedman. Organization by session format: keynotes, pre-recorded, panels, workshops — Abstracts are grouped by presentation format, from Karl Friston's keynote to live-streamed panels and interactive workshops.","image_count":265},{"id":"work:Friedman2025AdaptiveBasicIncomeAuBI009","type":"work","title":"Adaptive Basic Income (AuBI): Integrating AI, Decentralized Infrastructure, and Active Inference","url":"/works/Friedman2025AdaptiveBasicIncomeAuBI009.html","external_url":"https://doi.org/10.5281/zenodo.17228945","full_text_url":"/papers/2025_AuBI/full_text.md","summary":"Universal Basic Income (UBI) is defined as a transformative economic policy designed to provide all citizens with a regular, unconditional sum of money, regardless of their circumstances. Here we argue that the overlay o","year":2025,"domain":"Computational","tags":["Paper","Computational","bibliography","AuBI","Adaptive Basic Income","Universal Basic Income","decentralized infrastructure","active inference modules","data sovereignty","adaptive economic agents"],"content":"Adaptive Basic Income (AuBI): Integrating AI, Decentralized Infrastructure, and Active Inference Die Schwarze Katze Djuwidja, Andrew Friedman, Daniel Andrew Djuwidja Daniel Friedman Zenodo 10.5281/zenodo.17228945 Friedman2025AdaptiveBasicIncomeAuBI009 Computational Paper Universal Basic Income (UBI) is defined as a transformative economic policy designed to provide all citizens with a regular, unconditional sum of money, regardless of their circumstances. Here we argue that the overlay of several modern technologies on UBI can help enhance its relevance, effectiveness, and impact. We review applications of artificial intelligence (AI) and decentralized infrastructure in UBI application, and describe prospects for a cognitive ecosystems approach towards modeling. Here we describe a version 0.1 specification for an Adaptive (Universal) Basic Income system called AuBI, describing a systems engineering-grade toolkit/sandbox/design suite for specifying, modeling, and designing economic systems. Keywords for AuBI include decentralized infrastructure, active inference modules, informed adaptive income, Bayesian community income floors, LLM, AI, data storage, data sovereignty, micro UBI, adaptive economic agents, collective predictive processing and more. AuBI Adaptive Basic Income Universal Basic Income decentralized infrastructure active inference modules data sovereignty adaptive economic agents The authors argue that overlaying AI, decentralized infrastructure, and Active Inference on UBI can enhance its relevance, effectiveness, and impact. They distinguish BOPS as using prediction to maintain static security targets, versus GPI using prediction to dynamically optimize welfare. For real-world implementation they suggest a staged hybrid approach, starting with BOPS and gradually transitioning toward GPI. The paper proposes targeted micro-UBI studies as the actionable next step, e.g. an Indonesian pilot encouraging language self-study. Version 0.1 system specification for an Adaptive Basic Income toolkit — Specifies AuBI as a systems-engineering toolkit/sandbox for specifying, modeling, and designing basic-income economic systems. Layered architecture: UX, services, AI/LLM + Active Inference, decentralized, data — Lays out five architectural layers, including an Active Inference engine using generative models and expected free energy for policy selection. Comparison of BOPS and GPI deployment archetypes — Contrasts a Baseline-Oriented Predictive System with Generative Predictive Integration across operational, implementation, efficiency, and context criteria. Indonesian micro-UBI thought experiments with projected metrics — Sketches four hypothetical Indonesian micro-studies (e.g. Dana Bahasa language fund) with budgets, data to collect, and expected benefits. Active Inference interpretation of UBI effects — Frames UBI as reducing environmental uncertainty and prediction errors, enabling exploratory behavior, and supporting collective predictive processing.","image_count":15},{"id":"work:Friedman2025CEREBRUMCaseEnabledReasoning010","type":"work","title":"CEREBRUM: Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling","url":"/works/Friedman2025CEREBRUMCaseEnabledReasoning010.html","external_url":"https://doi.org/10.5281/zenodo.15170907","full_text_url":"/papers/2025_CEREBRUM/full_text.md","summary":"This paper introduces Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling (CEREBRUM). CEREBRUM is a synthetic intelligence framework that integrates linguistic case systems with cognitive sci","year":2025,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"CEREBRUM: Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.15170907 Friedman2025CEREBRUMCaseEnabledReasoning010 Active Inference Paper This paper introduces Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling (CEREBRUM). CEREBRUM is a synthetic intelligence framework that integrates linguistic case systems with cognitive scientific principles to describe, design, and deploy generative models in an expressive fashion. By treating models as case-bearing entities that can play multiple contextual roles (e.g. like declinable nouns), CEREBRUM establishes a formal linguistic-type calculus for cognitive model use, relationships, and transformations. The CEREBRUM framework uses structures from category theory and modeling techniques related to the Free Energy Principle, in describing and utilizing models across contexts. CEREBRUM addresses the growing complexity in computational and cognitive modeling systems (e.g. generative, decentralized, agentic intelligences), by providing structured representations of model ecosystems that align with lexical ergonomics, scientific principles, and operational processes.\n\nCC BY-NC-ND 4.0 at https://github.com/ActiveInferenceInstitute/CEREBRUM Introduces CEREBRUM, which treats models as case-bearing entities, like declinable nouns, to give a formal linguistic-type calculus for model use and transformation. Frames CEREBRUM as integrating cognitive systems modeling, Active Inference, linguistic case systems and intelligence production. Describes nominative-accusative, ergative-absolutive and tripartite alignment patterns for organizing model relationships. Proposes speculative novel cases beyond traditional grammar, including conjunctive, recursive and metaphorical cases. Releases the code that generates the paper as open source on GitHub as a 1.0 milestone. Mapping linguistic case grammar onto generative model roles — Defines eight cases (NOM, ACC, GEN, DAT, INS, LOC, ABL, VOC), each specifying a relationship between models or between a model and data. Category-theoretic formalization of case transformations as morphisms — Treats models with case assignments as objects in a category and case transformations as morphisms between them. Variational free energy formulation of case transformations — Applies variational free energy calculations to model inference and structural case transformations, with per-case equations in a mathematical appendix. KL divergence, Fisher information and Lyapunov functions as metrics — Names these quantities as the metrics for assessing transformation efficacy and system stability. Worked example of a homeostatic thermostat model declined across cases — Illustrates how one thermostat model plays different functional roles in each case (e.g. predicting in NOM, being optimized in ACC).","image_count":15},{"id":"work:Friedman2025ComputationalComplexityEnergeticsAnt011","type":"work","title":"Computational Complexity and Energetics of the Ant Stack","url":"/works/Friedman2025ComputationalComplexityEnergeticsAnt011.html","external_url":"https://doi.org/10.5281/zenodo.17238736","full_text_url":"/papers/2025_AntStackComplexity/full_text.md","summary":"We present a comprehensive computational complexity and energy analysis framework for the Ant Stack, an integrated biomimetic architecture for embodied artificial intelligence. Our investigation employs analytical models","year":2025,"domain":"Entomology","tags":["Paper","Entomology","bibliography","AntStack","complexity science","information theory","complex adaptive systems","ant colonies","non-equilibrium thermodynamics"],"content":"Computational Complexity and Energetics of the Ant Stack Friedman, Daniel Daniel Friedman Zenodo 10.5281/zenodo.17238736 Friedman2025ComputationalComplexityEnergeticsAnt011 Entomology Paper We present a comprehensive computational complexity and energy analysis framework for the Ant Stack, an integrated biomimetic architecture for embodied artificial intelligence. Our investigation employs analytical models for contact dynamics physics, sparse spiking neural networks, and active inference to characterize complexity and energy consumption in real-time embodied systems operating at 100 Hz control frequencies. Energy efficiency has emerged as a critical constraint in embodied AI systems, yet traditional complexity analysis fails to capture the nuanced energy-performance trade-offs inherent in real-world implementations. The Ant Stack represents a biologically-inspired approach to embodied intelligence that requires systematic analysis of its computational and energetic characteristics to inform practical design decisions. We derive closed-form expressions for per-module time and space complexity in core computational loops, incorporating analytical scaling relationships from computational experiments. Our analysis bridges algorithmic complexity to detailed energy models that account for compute operations (FLOPs at 1.0 pJ each), memory hierarchy (SRAM at 0.10 pJ/byte, DRAM at 20.0 pJ/byte), neuromorphic spikes (1.0 aJ each), and physical actuation, enabling energy budgeting with bootstrap confidence intervals for uncertainty quantification. Our analysis reveals three distinct computational regimes across the Ant Stack modules with profound design implications. The AntBody exhibits O(J + C^1.5) complexity dominated by contact resolution rather than joint dynamics, where the C^1.5 scaling of Projected Gauss-Seidel solvers creates computational bottlenecks beyond 20 active contacts. This demonstrates locomotion efficiency within robotic platform ranges (CoT ≈ 1.93), though 2-6× higher than biological ants (CoT 0.1-0.3). The AntBrain scales as O(K + ρN_KC + H) with biological sparsity patterns (ρ ≈ 0.02) that prevent combinatorial explosion, enabling sub-linear energy scaling as sensory dimensionality increases. This reveals the largest optimization potential (4.2 × 10^8× theoretical minimum) through neuromorphic hardware acceleration. The AntMind demonstrates O(B H_p) complexity through bounded rationality, but exponential policy tree growth creates super-linear energy scaling that limits planning horizons to H_p ≤ 15 for computational tractability. Our work provides validated theoretical contributions to embodied AI complexity analysis, including an analytical complexity framework with solver-dependent contact dynamics analysis (PGS: O(C^1.5), LCP: O(C^3), MLCP: O(C^2.5)) incorporating biologically-motivated neural sparsity (ρ ≤ 0.02) and bounded rational active inference limits (H_p ≤ 15). We establish comprehensive energy modeling spanning FLOP-based computation, hierarchical memory access, neuromorphic spikes, and mechanical actuation, validated against Landauer limits (kT ln 2 ≈ 2.8 × 10^-21 J/bit) and thermodynamic efficiency bounds. Additional contributions include information-theoretic foundations connecting Shannon's channel capacity, Landauer's principle, and Carnot efficiency limits for embodied AI system design, with quantitative validation against biological benchmarks. We provide phase transition analysis identifying critical points in system behavior such as contact density transitions (C ≈ 20) and neural sparsity thresholds (ρ ≈ 0.02), with scaling regime classification. Our biological validation framework provides quantitative comparison with real ant energetics to establish efficiency targets and optimization potential. Finally, we present a reproducible analysis methodology featuring manifest-driven experiments with bootstrap confidence intervals (n ≥ 1000), deterministic seeding, automated figure generation, and cross-validation against established benchmarks. Our work establishes design principles for energy-efficient insect-inspired embodied AI systems, providing analytical frameworks for mechanical actuation efficiency and neural processing optimization. These findings inform hardware-software co-design strategies and provide benchmarks for energy-constrained autonomous systems, with particular relevance for mobile robotics, autonomous vehicles, and distributed sensor networks. The framework bridges theoretical complexity analysis with practical energy considerations, offering a systematic approach to understanding and optimizing the computational and energetic trade-offs in biomimetic embodied intelligence. All methods to regenerate the analysis and render the publication are in https://github.com/docxology/ant_stack AntStack complexity science information theory complex adaptive systems ant colonies non-equilibrium thermodynamics In the energy model, AntBody energy stayed constant despite morphological scaling, making sensor optimization and contact resolution the main efficiency targets rather than joint count. In the energy model, biological sparsity allowed 16× sensory scaling (64 to 1024 channels) with constant energy consumption. AntMind energy grew steeply with planning horizon, and real-time operation was reported infeasible beyond a horizon of 15. Modelled neural processing sits about 4.2 × 10^8 times above the Landauer minimum, which the author identifies as the largest optimization opportunity. The modelled locomotion cost of transport (≈1.93) falls within robotic platform ranges but is 2-6× higher than biological ants (0.1-0.3). Closed-form per-module complexity for AntBody, AntBrain, and AntMind loops — Derives time and space complexity for the body (contact dynamics), brain (sparse spiking network), and mind (active inference planning) loops of the Ant Stack. Device-coefficient energy model for compute, memory, spikes, and actuation — Converts workload counts to Joules per decision using assumed coefficients such as 1.0 pJ per FLOP, SRAM/DRAM per-byte costs, and 1.0 aJ per spike. Manifest-driven experiments with seeding and bootstrap CIs — Runs scaling sweeps from manifests with seed=123, reporting 1000-sample nonparametric bootstrap intervals and log-log regression fits. Comparison against Landauer limit and biological cost of transport — Benchmarks module energies against kT ln 2 per bit and compares the hexapod's cost of transport with values for biological ants.","image_count":16},{"id":"work:Friedman2025EvoJumpStochasticModelingEvolutionary012","type":"work","title":"EvoJump: A Unified Framework for Stochastic Modeling of Evolutionary Ontogenetic Trajectories","url":"/works/Friedman2025EvoJumpStochasticModelingEvolutionary012.html","external_url":"https://doi.org/10.5281/zenodo.17229924","full_text_url":"/papers/2025_EvoJump/full_text.md","summary":"Biological development unfolds as a stochastic process characterized by continuous variation and discrete transitions, yet traditional analytical methods fail to capture this complexity, and we present EvoJump, a unified","year":2025,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","EvoJump","stochastic modeling","ontogenetic trajectories","jump-diffusion","fractional Brownian motion"],"content":"EvoJump: A Unified Framework for Stochastic Modeling of Evolutionary Ontogenetic Trajectories Friedman, Daniel Daniel Friedman Zenodo 10.5281/zenodo.17229924 Friedman2025EvoJumpStochasticModelingEvolutionary012 Active Inference Paper Biological development unfolds as a stochastic process characterized by continuous variation and discrete transitions, yet traditional analytical methods fail to capture this complexity, and we present EvoJump, a unified computational framework that models developmental trajectories as stochastic processes analyzed through cross-sectional laser plane views of phenotypic distributions. EvoJump integrates multiple stochastic process models including jump-diffusion, fractional Brownian motion, Cox-Ingersoll-Ross, and Lévy processes with advanced statistical methods including wavelet analysis, copula modeling, extreme value theory, and regime-switching detection, enabling analysis of developmental trajectories and evolutionary constraints, prediction of phenotypic outcomes with uncertainty quantification, and identification of developmental phase transitions and dependencies. Implemented in Python with comprehensive testing framework and extensive documentation, EvoJump bridges quantitative genetics and modern computational methods, enabling researchers to address fundamental questions about the mechanistic basis of phenotypic evolution across ontogeny, and the framework demonstrates robust performance with synthetic data validation and scales efficiently to large phenotyping datasets. All methods and the material for generating the paper are available in https://github.com/docxology/EvoJump EvoJump stochastic modeling ontogenetic trajectories jump-diffusion fractional Brownian motion Validation tests confirmed expected properties, e.g. fBM recovered standard Brownian motion at H = 0.5 and distinguished persistence regimes. The author reports that all tests in the testing framework pass. On synthetic data, copula analysis showed significant positive dependence between early and late developmental phenotypes (Kendall's τ = 0.45). The Drosophila simulation captured a near-fixation selective sweep, correlated eye-size evolution, hitchhiking, and selection-drift balance. Stated limitations include time-homogeneous parameters, separate analysis of traits, and treating observations as exact without measurement error. Cross-sectional 'laser plane' view of ontogeny as a stochastic process — Development is conceptualised as stochastic trajectories examined through phenotype distributions at successive timepoints. Python package unifying OU-jump, fBM, Cox-Ingersoll-Ross and Lévy process models — EvoJump implements several stochastic process models for developmental trajectories behind consistent interfaces. Wavelet, copula, extreme value and regime-switching analyses of trajectories — Statistical modules apply wavelets for multi-scale patterns, copulas for dependence, EVT for rare events and regime-switching for phase detection. Validation via synthetic data, analytical solutions and integration tests — Each process model and statistical method is checked with synthetic data of known parameters, analytical solutions where available, and end-to-end tests. Simulated 100-generation Drosophila selective sweep case study — A logistic-selection SDE with drift models a red-eye allele sweep and a correlated eye-size trait, based on a published classroom study.","image_count":9},{"id":"work:Friedman2025IncreasingAccessibilityApplicabilityActive013","type":"work","title":"Increasing the Accessibility and Applicability of Active Inference","url":"/works/Friedman2025IncreasingAccessibilityApplicabilityActive013.html","external_url":"https://doi.org/10.5281/zenodo.15061666","full_text_url":"/papers/2025_AccessibilityActiveInference/full_text.md","summary":"A Letter of Intent submitted to Dana Frontiers proposing to increase the accessibility and applicability of Active Inference through Generative Playbooks and Open-Source Summer School Curriculum Development. The proposal","year":2025,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","accessibility","Active Inference","pedagogy","summer school curriculum","Generative Playbooks","open-source education","neurotechnology","neurodiversity"],"content":"Increasing the Accessibility and Applicability of Active Inference Mikhailova, Alexandra Friedman, Daniel Alexandra Mikhailova Daniel Friedman Zenodo 10.5281/zenodo.15061666 Friedman2025IncreasingAccessibilityApplicabilityActive013 Active Inference Paper A Letter of Intent submitted to Dana Frontiers proposing to increase the accessibility and applicability of Active Inference through Generative Playbooks and Open-Source Summer School Curriculum Development. The proposal identifies technical, academic, linguistic, and cultural barriers to disseminating high-quality Active Inference materials and cognitive modeling practices, and proposes open-source educational resources to address these gaps at different education levels. accessibility Active Inference pedagogy summer school curriculum Generative Playbooks open-source education neurotechnology neurodiversity cognitive security The letter commits to producing playbooks for Active Inference adoption targeted at neuroscience graduate students, educators and policy-makers. It commits to an open-source Summer School curriculum in Active Inference, supporting an in-person 2025 event and versioned over subsequent years. The Summer School template is to be published openly so that groups worldwide can run their own courses. The proposed budget totals $100,000, split between personnel for the two initiatives and computing resources. Proposed stipended community working groups to co-create playbooks — The letter proposes Institute officers coordinating weekly working groups of paid community members to co-create Active Inference playbooks for target audiences. Planned use of generative AI for multi-language, multi-level materials — Generative AI is proposed to make playbook materials available across languages, media, and levels of technical detail. Planned multi-perspective Summer School curriculum design — A Summer School course is proposed that teaches Active Inference principles from sociology, philosophy, mathematics and linguistics perspectives. Planned evaluation via advisory board review, interviews, and surveys — Progress is to be evaluated through quarterly internal feedback, interviews with target groups, and surveys of Summer School participants."},{"id":"work:Friedman2025MDKVMultitrackMarkdownContainer014","type":"work","title":"MDKV: A Multitrack Markdown Container for Structured, Portable Documents","url":"/works/Friedman2025MDKVMultitrackMarkdownContainer014.html","external_url":"https://doi.org/10.5281/zenodo.16790554","full_text_url":"/papers/2025_MDKV/full_text.md","summary":"Digital knowledge work increasingly demands documents that are simultaneously multilingual, multi‑audience, and multi‑channel. Traditional single‑file Markdown struggles when the same canonical content must coexist with ","year":2025,"domain":"Computational","tags":["Paper","Computational","bibliography","MDKV","Markdown","multitrack documents","ZIP container","YAML manifest","round-trip export"],"content":"MDKV: A Multitrack Markdown Container for Structured, Portable Documents Friedman, Daniel Daniel Friedman Zenodo 10.5281/zenodo.16790554 Friedman2025MDKVMultitrackMarkdownContainer014 Computational Paper Digital knowledge work increasingly demands documents that are simultaneously multilingual, multi‑audience, and multi‑channel. Traditional single‑file Markdown struggles when the same canonical content must coexist with translations, commentary, references, code exemplars, and revision notes – each with distinct lifecycles and audiences. This paper introduces MDKV, a simple but rigorous multitrack Markdown container that packages a document’s canonical content and auxiliary tracks into a single, portable `.mdkv` file. An `.mdkv` is a ZIP archive with a YAML `manifest.yaml` and a `tracks/` directory of UTF‑8 Markdown files. MDKV provides a principled data model, validation, search, and export services, a CLI, and a small GUI for selective preview and live editing. We formalize the MDKV model, present its software architecture, explain round‑trip export semantics, and evaluate design trade‑offs against adjacent technologies. The MDKV initial specification is open source under the Apache‑2.0 license and maintained at the project repository https://github.com/docxology/mdkv . We also situate MDKV with respect to Matroska (MKV) as background on containerization: although the two are orthogonal in domain (text vs. multimedia), they share conceptual lineage in extensible container design. We conclude with use cases, implications for governance and reproducibility, and future work such as richer validation rules and alternative exporters. This paper is itself a Markdown file that renders into a valid MDKV. The built artifact is available at paper/paper.mdkv ; combined exports are under paper/_bundle . MDKV Markdown multitrack documents ZIP container YAML manifest round-trip export The paper lists four contributions: a precise model and container format, a modular architecture exposed via CLI and GUI, detailed use cases, and guidance on cryptographic provenance and conformance. Export is designed to be deterministic: order follows the manifest, and identical inputs produce identical outputs. The author lists format limitations, including no built-in encryption or signing and code tracks that are listings rather than runnable notebooks. The paper notes that the reference validator currently checks for a track with id 'primary' rather than the type-level requirement. The paper is itself authored as a Markdown file that renders into a valid MDKV. ZIP container with YAML manifest and tracks/ directory of Markdown files — MDKV defines an .mdkv file as a ZIP archive holding a manifest.yaml index plus one UTF-8 Markdown file per track. Seven-type track taxonomy (primary, translation, commentary, code, etc.) — Document layers are separated into typed tracks that are composed into views only at export time. Python reference implementation split into core, storage, services, and CLI — The software follows a thin-orchestrator design with separate modules for data model and validation, persistence, search/export, and command-line entry points. Round-trip export via HTML-comment track headers — Combined Markdown exports prefix each track with a comment encoding its id, type, and language so attribution can be reconstructed. Normative MUST/SHOULD conformance requirements and minimal validator — The paper specifies conformance rules and a base validator checking title, authors, a primary track, track paths, types, and unique ids."},{"id":"work:Friedman2025MarkdownDecisionProcessFramework015","type":"work","title":"Markdown Decision Process: A Framework for Probabilistic Document Analysis","url":"/works/Friedman2025MarkdownDecisionProcessFramework015.html","external_url":"https://doi.org/10.5281/zenodo.17244386","full_text_url":"/papers/2025_MarkdownDecisionProcess/full_text.md","summary":"The Markdown Decision Process (MDP) framework treats Markdown documents as stochastic decision processes, enabling intelligent analysis, generation, and optimization through probabilistic modeling. Drawing from Markov De","year":2025,"domain":"Computational","tags":["Paper","Computational","bibliography","Markdown Decision Process","document analysis","Markov chains","reinforcement learning","POMDP","probabilistic modeling","document generation"],"content":"Markdown Decision Process: A Framework for Probabilistic Document Analysis Friedman, Daniel Daniel Friedman Zenodo 10.5281/zenodo.17244386 Friedman2025MarkdownDecisionProcessFramework015 Computational Paper The Markdown Decision Process (MDP) framework treats Markdown documents as stochastic decision processes, enabling intelligent analysis, generation, and optimization through probabilistic modeling. Drawing from Markov Decision Process and POMDP theory, the framework operates at Marr's three levels: computational, algorithmic, and implementational. Key innovations include MarkChain for document generation, PolicyOptimizer for reinforcement learning optimization, and BeliefUpdater for probabilisti Markdown Decision Process document analysis Markov chains reinforcement learning POMDP probabilistic modeling document generation The paper reports higher structural similarity for MarkChain than baselines, with higher-order chains performing better at the cost of longer generation time. BeliefUpdater is reported as more calibrated than rule-based approaches but slightly less accurate than a BERT classifier. Reported scalability is approximately linear in document size, with policy optimization the most computationally costly operation. In one controlled example, optimization reduced average paragraph length from 16.0 to 14.4 words and the list-to-paragraph ratio from 1.0 to 0.2. The paper lists threats to validity, including corpus bias, hyperparameter sensitivity and limited domain diversity in evaluation corpora. Markdown elements modeled as states in a stochastic decision process — Treats Markdown documents as stochastic processes drawing on MDP/POMDP theory, with transitions between elements following learned probabilistic patterns. MarkChain, PolicyOptimizer and BeliefUpdater components — Higher-order Markov chains for generation, reinforcement-learning policy optimization against user reward functions, and Bayesian belief updating over semantic interpretations. Evaluation corpora: technical docs, arXiv papers, blogs, mixed — Reports four evaluation corpora, e.g. 500 technical documents from 25 open-source projects and 200 arXiv CS papers converted to Markdown. Comparisons against n-gram, GPT-2, BERT and rule-based baselines — Compares MarkChain orders 1–3 against n-gram and GPT-2 baselines for structure learning, and BeliefUpdater against rule-based and BERT classifiers. Manually annotated 200-document semantic classification test — BeliefUpdater accuracy and calibration (ECE) assessed on 200 manually annotated documents with an 80/20 train/test split."},{"id":"work:Friedman2025CognitiveArtScienceToward016","type":"work","title":"On Cognitive Art & Science: Toward Wholeness From Both Sides","url":"/works/Friedman2025CognitiveArtScienceToward016.html","external_url":"https://doi.org/10.5281/zenodo.16740438","full_text_url":"/papers/2025_CognitiveArtScience/full_text.md","summary":"Positioning cognitive science as the systematic study of intra-action and cognitive art as its reflexive twin, this paper traces a bidirectional trajectory toward systemic wholeness. Procedural craft (firstness) and conc","year":2025,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","cognitive art-science","aesthetic experience","creative cognition","Active Inference","art-science integration"],"content":"On Cognitive Art & Science: Toward Wholeness From Both Sides Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.16740438 Friedman2025CognitiveArtScienceToward016 Art & Synergetics Paper Positioning cognitive science as the systematic study of intra-action and cognitive art as its reflexive twin, this paper traces a bidirectional trajectory toward systemic wholeness. Procedural craft (firstness) and conceptual articulation (secondness) co-evolve into adaptive intelligence (thirdness), as continuously audited by the observing niche that embeds, measures, and reinterprets those intelligences (fourthness). This four-fold schema maps onto concrete information architectures: from insect bodies, to cryptographically verifiable plain texts, on through variational Bayesian simulations approached from the Low Road of Active Inference. Alternating 2→3 analytical moves which compress past data into predictive structure, with 4→3 generative moves which open space for unknown futures – these systems are capable of balancing exploitation with exploration, measurement with meaning, and optimization with open-ended creativity. True cognitive wholeness emerges when explanation and anticipation co-operate in sustained dialogue across scales. cognitive art-science aesthetic experience creative cognition Active Inference art-science integration The essay argues that alternating 2→3 analytical and 4→3 generative moves lets systems balance exploitation with exploration and optimization with open-ended creativity. It concludes that cognitive wholeness emerges when explanation and anticipation co-operate in sustained dialogue across scales. The author proposes that self-awareness of crossing the intra-activity threshold is when cognitive science becomes cognitive art. Four-fold firstness-to-fourthness conceptual schema — Frames procedural craft, conceptual articulation, adaptive intelligence, and the observing niche as firstness through fourthness to relate cognitive science and art. Contrast of analytical 2→3 and generative 4→3 moves — Distinguishes moves that compress past data into predictive structure from moves that open space for unknown futures, illustrated with Blake quotations and Goodhart's Law.","image_count":1},{"id":"work:Friedman2025Time017","type":"work","title":"On Time","url":"/works/Friedman2025Time017.html","external_url":"https://doi.org/10.5281/zenodo.15168382","full_text_url":"/papers/2025_OnTime/full_text.md","summary":"This work explores the interplay between knowledge and wisdom as dynamic processes within the passage of time. Knowledge is framed as learning in time—sequentially accumulating observations—and learning from time, discer","year":2025,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","temporal dynamics","Active Inference","synchronization","collective behavior","temporal coordination"],"content":"On Time Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.15168382 Friedman2025Time017 Art & Synergetics Paper This work explores the interplay between knowledge and wisdom as dynamic processes within the passage of time. Knowledge is framed as learning in time—sequentially accumulating observations—and learning from time, discerning causal patterns and tendencies. Wisdom, conversely, is presented as learning from time—metacognitive reflection on sequences of sequences—and learning in time, embracing the immediacy of perspective and timing. Together, these dualities form a tetralemma: a unified framework where knowledge and wisdom intersect across temporal dimensions. This relational synthesis invites a perspective shift between unity and plurality, situating human experience both within and beyond time. Ultimately, the inquiry seeks to honor the role of Eldership as a temporal guide, fostering recognition and empowerment for collective growth across generations. temporal dynamics Active Inference synchronization collective behavior temporal coordination Proposes that knowledge is learning in time from sequences of observations, while wisdom is learning from time, from sequences of observed sequences as time passes. Offers a counterpose in which knowledge is learning from time (causal consequences, patterns) and wisdom is learning in time, including learning \"to know when\". Combines both framings into a four-quadrant tetralemma in which knowledge and wisdom can each be in and from time. Argues this tetralemmal framing enables a perspective swap between unity and plurality (Blake's Innocence and Experience), i.e. between being out of and in time."},{"id":"work:Friedman2025QuadMathAnalyticalReview4D018","type":"work","title":"QuadMath: An Analytical Review of 4D and Quadray Coordinates","url":"/works/Friedman2025QuadMathAnalyticalReview4D018.html","external_url":"https://doi.org/10.5281/zenodo.16887799","full_text_url":"/papers/2025_QuadMath/full_text.md","summary":"We review a unified analytical framework for four dimensional (4D) modeling and Quadray coordinates, synthesizing geometric foundations, optimization on tetrahedral lattices, and information geometry. Building on R. Buck","year":2025,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","QuadMath","Quadray coordinates","4D geometry","Synergetics","Buckminster Fuller","IVM lattice","rational arithmetic","computational geometry"],"content":"QuadMath: An Analytical Review of 4D and Quadray Coordinates Friedman, Daniel Daniel Friedman Zenodo 10.5281/zenodo.16887799 Friedman2025QuadMathAnalyticalReview4D018 Art & Synergetics Paper We review a unified analytical framework for four dimensional (4D) modeling and Quadray coordinates, synthesizing geometric foundations, optimization on tetrahedral lattices, and information geometry. Building on R. Buckminster Fuller’s Synergetics and the Quadray coordinate system, with extensive reference to Kirby Urner’s computational implementations across multiple programming languages (see the comprehensive 4dsolutions ecosystem including Python, Rust, Clojure, and POV-Ray implementations), we review how integer lattice constraints yield integer volume quantization of tetrahedral simplexes, creating discrete “energy levels” that regularize optimization and enable integer-based optimization. We adapt standard methods (e.g., Nelder–Mead method) to the quadray lattice, define Fisher information in Quadray parameter space, and analyze optimization as geodesic motion on an information manifold via the natural gradient. We review three distinct 4D namespaces — Coxeter.4D (Euclidean E4), Einstein.4D (Minkowski spacetime), and Fuller.4D (synergetics/Quadrays) — develop analytical tools and equations, and survey extensions and applications across AI, active inference, cognitive security, and complex systems. The result is a cohesive, interpretable approach for robust, geometry-grounded computation in 4D. All source code for the manuscript is available at QuadMath https://github.com/docxology/QuadMath . QuadMath Quadray coordinates 4D geometry Synergetics Buckminster Fuller IVM lattice rational arithmetic computational geometry The review describes how integer lattice constraints quantize tetrahedral simplex volumes into discrete 'energy levels' that regularize optimization. Bridging (Cayley–Menger + S3) and native (Ace 5x5) tetravolume computations agree at machine precision on the tested integer-Quadray examples. On a simple quadratic objective, the discrete Nelder–Mead converges with simplex volume showing discrete plateaus characteristic of integer-lattice optimization. In IVM units, common synergetic polyhedra have integer volumes, e.g. cube 3, octahedron 4, rhombic dodecahedron 6, cuboctahedron 20, relative to the unit tetrahedron. The author notes limitations: embedding choice for distances, possible need for hybrid continuous/lattice strategies, and that empirical benchmarking is still needed to quantify benefits. Three-namespace framing of '4D': Coxeter.4D, Einstein.4D, Fuller.4D — Separated Euclidean E4, Minkowski spacetime, and synergetics/Quadray meanings of 4D with a dot-notation to avoid cross-domain confusion. Nelder–Mead adapted to the integer Quadray lattice with volume tracking — Ran Nelder–Mead simplex steps, snapping each proposal to the nearest integer Quadray point and monitoring integer tetravolume as a convergence diagnostic. Fisher information and natural gradient in Quadray parameter space — Defined Fisher information over Quadray parameters and analyzed optimization as geodesic motion on an information manifold. Tested Python codebase with exact Bareiss determinants and cross-validation — Accompanied the review with a fully tested Python codebase (100% coverage for src/), cross-validated against Kirby Urner's 4dsolutions reference implementations. Bridging vs native tetravolume comparison (Cayley–Menger + S3 vs Ace 5x5) — Compared IVM tetravolumes from edge-length Cayley–Menger determinants converted by S3 against Tom Ace's native 5x5 Quadray determinant on canonical cases.","image_count":16},{"id":"work:Friedman2025ResNeiSolutionDesignDocument019","type":"work","title":"ResNei: Solution Design Document","url":"/works/Friedman2025ResNeiSolutionDesignDocument019.html","external_url":"https://doi.org/10.5281/zenodo.15389682","full_text_url":"/papers/2025_ResNei/full_text.md","summary":"ResNei — Research Neighbourhood – is an AI-augmented environment designed to transform how we discover, analyse, and connect ideas. At its core is the Research Discovery Engine, which constructs a living, responsive know","year":2025,"domain":"Computational","tags":["Paper","Computational","bibliography","ResNei","Research Neighbourhood","collaborative research","distributed collaboration","interdisciplinary","knowledge sharing"],"content":"ResNei: Solution Design Document Lumiruusu, Janna Friedman, Daniel Rahman, Shagor Baulin, Vladimir Pashea, Andrew Janna Lumiruusu Daniel Friedman Shagor Rahman Vladimir Baulin Andrew Pashea Zenodo 10.5281/zenodo.15389682 Friedman2025ResNeiSolutionDesignDocument019 Computational Paper ResNei — Research Neighbourhood – is an AI-augmented environment designed to transform how we discover, analyse, and connect ideas. At its core is the Research Discovery Engine, which constructs a living, responsive knowledge graph through the distillation of verified concepts and the dynamic linking of an evolving corpus of scientific knowledge. This graph is structured as a set of Conceptual Nexus Models (CNMs)—modular representations of connected ideas, designed to surface signals to support impactful inquiry and collaboration. Our UX design moves away from conventional passive, attention-driven systems toward a dynamic, action-intention model that centres collaboration, responsiveness, and contextual insight. A world where research becomes not just efficient, but responsive, intuitive, and interconnected. This platform aims to scale research processes through the interplay of generalists and specialists. Our platform involves a graphical concept model, enabling specialists to engage with reliable evaluation of scientific output, while democratising the otherwise intractable web of knowledge for the generalist. The co-evolution of expert-lead early adoption with generalist participation drives insight and growth: where research thrives through their collaboration. Grounded in scientific protocols and social accountability, ResNei values reciprocity, interdependence, and access. Innovation here acknowledges its real-world costs—social, ecological, and temporal—and builds not just tools, but shared capacity for meaningful discovery. Project Status: As of the second version of this publication in August 2025, this Solution Design Document outlines the foundational concepts, architecture, and guiding principles of ResNei. The project is currently in early development, with a set of working prototypes and a technical paper in preprint. This document supports the transition from conceptual design to implementation. ResNei Research Neighbourhood collaborative research distributed collaboration interdisciplinary knowledge sharing The document presents ResNei as an AI-augmented research discovery and collaboration environment, and states the project is in early development with working prototypes. It proposes an initial force-directed concept graph, similar to a simplified Obsidian.md structure, deferring clustering and semantic zooming to later work. To counter misplaced trust, the design frames AI outputs as provisional suggestions and the knowledge graph as a navigational aid rather than a definitive map. The authors state they are now seeking stakeholders, with special attention to trans- and interdisciplinary spaces, as they move from prototyping to implementation. Action-Intention interaction model (no predictive intent inference yet) — Design treats explicit user actions (uploading, annotating, opening a concept map) as signals of research direction; the document states intent is not yet inferred predictively. Knowledge graph of Conceptual Nexus Models (Research Discovery Engine) — The proposed core engine builds a knowledge graph structured as Conceptual Nexus Models, modular representations of connected ideas from a research corpus. Proposed full-stack architecture (PDF.js, ElasticSearch, graph DB, Docker) — Specifies frontend/backend components including PDF.js and LaTeX rendering, NLP document processing, ElasticSearch indexing, a graph database, and Docker/CI deployment. Assumptions and harms/risks/amelioration tables — Tabulates nine usage assumptions and a set of potential harms (e.g. algorithmic misrepresentation, marginalisation of less-cited research) with proposed mitigations. Neuro-informed cognitive load design principles — Applies progressive disclosure, contextual cues, fault tolerance (undo/redo, version history), and adaptive complexity, referencing a neuroscience-informed UX table.","image_count":7},{"id":"work:Friedman2025SymergeticsSymbolicSynergeticsRational020","type":"work","title":"Symergetics: Symbolic Synergetics for Rational Arithmetic","url":"/works/Friedman2025SymergeticsSymbolicSynergeticsRational020.html","external_url":"https://doi.org/10.5281/zenodo.17114389","full_text_url":"/papers/2025_Symergetics/full_text.md","summary":"Floating-point arithmetic introduces systematic approximation errors that obscure fundamental mathematical relationships in geometric calculations, producing results like 2.999999999999999 instead of the exact integer 3.","year":2025,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","Symergetics","Synergetics","Buckminster Fuller","rational arithmetic","Quadray coordinates","IVM lattice","symbolic computation","computational geometry"],"content":"Symergetics: Symbolic Synergetics for Rational Arithmetic Friedman, Daniel Daniel Friedman Zenodo 10.5281/zenodo.17114389 Friedman2025SymergeticsSymbolicSynergeticsRational020 Art & Synergetics Paper Floating-point arithmetic introduces systematic approximation errors that obscure fundamental mathematical relationships in geometric calculations, producing results like 2.999999999999999 instead of the exact integer 3. These compounding and confounding precision losses stymie a full-featured implementation of Buckminster Fuller's Synergetics framework, which requires symbolic operations on all-integer accounting based upon ratios geometrically based upon high-frequency shapes. Here we present Symergetics (Symbolic Synergetics), an open source Python package which provides exact rational arithmetic methods framed within the vectorial geometry of the Synergetics framework. The package implements a Quadray coordinate system for tetrahedral geometry within the Isotropic Vector Matrix (IVM) lattice, exact volume calculations for Platonic solids using IVM units (tetrahedron = 1, octahedron = 4, cube = 3, cuboctahedron = 20), and pattern analysis algorithms for Scheherazade numbers (1001^n) and primorial sequences using exact arithmetic. The computational implementation achieves high test coverage with rigorous validation, demonstrating 100% precision preservation across 953 test cases. Applications include active inference modeling, crystallographic analysis, materials science, and computational geometry. Complete implementation details are available in the core modules and computation modules . The package is distributed under Apache 2.0 license at the Symergetics repository: https://github.com/docxology/symergetics . Towards a symbolic and Synergetic future, together we go! Symergetics Synergetics Buckminster Fuller rational arithmetic Quadray coordinates IVM lattice symbolic computation computational geometry The package reports 100% precision preservation across 953 test cases. Exact arithmetic returns 11/12 for 3/4 + 1/6 rather than the float 0.9166666666666666, with no approximation errors detected in any test case. The paper reports that its Platonic-solid volume relationships in IVM units were independently verified, confirming Fuller's original Synergetics calculations. Quadray-to-Cartesian conversions are reported to round-trip exactly. Primorials are computed exactly, e.g. 10# = 6,469,693,230. SymergeticsNumber exact-rational wrapper over Python fractions.Fraction — Arithmetic is done with a Fraction-based class that keeps exact fractional representations and auto-simplifies via GCD. Quadray (four-axis tetrahedral) coordinates in the IVM lattice — Points are represented as (a, b, c, d) along four tetrahedral axes, normalized by subtracting the minimum coordinate. IVM-unit volume calculation for Platonic solids — The package computes polyhedron volumes in IVM units with the tetrahedron as the unit volume. Pattern analysis of Scheherazade numbers (1001^n), primorials, palindromes — Exact-arithmetic routines analyze powers of 1001, primorial sequences, and multi-base palindromes. Test suite of 953 test functions across 32 files — Validation is via a pytest suite covering arithmetic, coordinate transforms, geometry and integration cases.","image_count":10},{"id":"work:Friedman2025SynthesisAgentNiche021","type":"work","title":"Synthesis of Agent and Niche","url":"/works/Friedman2025SynthesisAgentNiche021.html","external_url":"https://doi.org/10.5281/zenodo.17235137","full_text_url":"/papers/2025_AgentAndNiche/full_text.md","summary":"This paper enacts a computational juxtaposition between William Blake's 1790 illuminated poem \"The Marriage of Heaven and Hell\", and a personal-poetic perspective on ecological psychology. This paper is rendered as a dua","year":2025,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","William Blake","Marriage of Heaven and Hell","ecological psychology","Active Inference","Synergetics","contraries","predictive processing","Markov blankets"],"content":"Synthesis of Agent and Niche Friedman, Daniel Daniel Friedman Zenodo 10.5281/zenodo.17235137 Friedman2025SynthesisAgentNiche021 Art & Synergetics Paper This paper enacts a computational juxtaposition between William Blake's 1790 illuminated poem \"The Marriage of Heaven and Hell\", and a personal-poetic perspective on ecological psychology. This paper is rendered as a dual-column PDF reflecting Blake's insight — \"Without contraries is no progression\" — in its very architecture. The left column (\"Synthesis of Agent and Niche\") transposes Blake's prophetic vision into the mathematical language of free energy principle, active inference, biosemiotics, and niche construction, revealing how poetic intuitions about Energy versus Reason, body versus soul, and heaven versus hell prefigure modern understandings of embodied cognition, self-organizing systems, and the thermodynamic imperatives driving bio-cultural evolution. The right column preserves Blake's original text, creating a stereoscopic, or duck-rabbit, minimum-2 effect where the 18th- and 21st-century perspectives textographically illuminate each other, rendering the other newly legible through their juxtaposition. Taken rhetorically, the work argues that Blake's romantic vision and contemporary cognitive science constitute complementary expressions of concepts like: universe, life, general and specific situationality, generativity, intra-action, the necessity of opposition and provocation, and the orientation of energetic engagement over passive observation. The project's epistemic stance (\"Definitely Speculative & Claude 4.5-pilled\") acknowledges its experimental nature while insisting that etching (on) the edge often requires crossing boundaries. The medium of composition — Python scripts that transform Markdown files into a PDF, with calibrated typography and dual-gradient backgrounds distinguishing the columns separated and connected by a dashed line — demonstrates how modern computational infrastructure can serve as amplification of humanistic inquiry. Only and actually: execution and rendering of this hybrid text performs the synthesis it describes (or at least one like it!). From that morpho-semiosis, there is a suggestion that the marriage of poetic and scientific, visionary and formal, yields insights unavailable to either, as taken or given alone. In that way the work operates as awareness literature, synthetic milestone, technical writing draft, pragmatic cognitive fiction, and open source computational artifact published to Github and Zenodo in September 2025. William Blake Marriage of Heaven and Hell ecological psychology Active Inference Synergetics contraries predictive processing Markov blankets visionary epistemology art-science synthesis The text reads Blake's 'without contraries is no progression' as opposition generating the potential landscape that enables directed motion. It casts organisms as active inference engines that construct the niches and possibility spaces they then navigate. It concludes by framing 'everything that lives is holy' as a recognition of negentropy and self-modelling systems. Section-by-section dialogue between Blake's text and ecological-psychology prose — The work pairs passages of Blake's The Marriage of Heaven and Hell with commentary prose framed in active inference and ecological terms. Paraphrastic rewriting of Blake's lines in information-theoretic vocabulary — Each Blake passage is followed by a reworking that substitutes concepts such as singular value decomposition, priors and free energy for Blake's imagery. Self-declared speculative epistemic status — The author labels the work's epistemic status 'Definitely Speculative & Claude 4.5-pilled', framing it as speculative rather than empirical."},{"id":"work:Friedman2025SystemsProcessesActiveInference022","type":"work","title":"Systems Processes, Active Inference, and Beyond","url":"/works/Friedman2025SystemsProcessesActiveInference022.html","external_url":"https://doi.org/10.5281/zenodo.17138223","full_text_url":"/papers/2025_SystemsProcesses/full_text.md","summary":"Slides for a session at \"Enduring Patterns, Emerging Futures: Celebrating Dr. Len Troncale\", an online event in September 2025 https://troncale.sched.com/ .","year":2025,"domain":"Media & Teaching","tags":["Presentation","Media & Teaching","bibliography","systems processes","Active Inference","systems science","metatheory","process philosophy","anticipatory systems"],"content":"Systems Processes, Active Inference, and Beyond Friedman, Daniel Daniel Friedman Presentation 10.5281/zenodo.17138223 Friedman2025SystemsProcessesActiveInference022 Media & Teaching Presentation Slides for a session at \"Enduring Patterns, Emerging Futures: Celebrating Dr. Len Troncale\", an online event in September 2025 https://troncale.sched.com/ . systems processes Active Inference systems science metatheory process philosophy anticipatory systems The talk presents the Free Energy Principle's Markov blankets as a formalisation of the systems process of Boundaries. The slides claim applied Active Inference adds computable, typable translations plus open-source education and software to the systems-processes view. Mapping of SoSPT systems processes onto Active Inference concepts — The slides pair Troncale-style systems processes with Active Inference counterparts, e.g. Boundaries with Markov blankets and Feedback & Cycles with predictive coding loops. Terminology alignment via the Active Inference Ontology — Uses the Active Inference Ontology repository to frame cross-vocabulary correspondences between systems science and Active Inference terms. Curated literature pointers per systems process — Each of five processes (boundaries, feedback, self-organization, flows/fields, hierarchies) is linked to specific FEP/Active Inference papers, some also to 2022 textbook figures.","image_count":33},{"id":"work:Friedman2025TemporalDepthCoherentSelf023","type":"work","title":"Temporal Depth in a Coherent Self and in Depersonalization","url":"/works/Friedman2025TemporalDepthCoherentSelf023.html","external_url":"https://doi.org/10.3389/fpsyg.2025.1585315","full_text_url":"/papers/2025_TemporalDepth/full_text.md","summary":"This paper develops a theoretical model of temporal depth in coherent self-experience and its disruption in depersonalization. Using Active Inference, we formalize how subjective temporal experience is constructed throug","year":2025,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","temporal depth","depersonalization","self-coherence","Active Inference","predictive processing","temporal integration","clinical psychology"],"content":"Temporal Depth in a Coherent Self and in Depersonalization Tolchinsky, Alexey Levin, Michael Fields, Chris Da Costa, Lancelot Murphy, Rachael Friedman, Daniel Pincus, David Alexey Tolchinsky Michael Levin Chris Fields Lancelot Da Costa Rachael Murphy Daniel Friedman David Pincus Frontiers in Psychology 10.3389/fpsyg.2025.1585315 Friedman2025TemporalDepthCoherentSelf023 Active Inference Paper This paper develops a theoretical model of temporal depth in coherent self-experience and its disruption in depersonalization. Using Active Inference, we formalize how subjective temporal experience is constructed through hierarchical predictive processing, and how disruptions to temporal integration may underlie depersonalization phenomena. temporal depth depersonalization self-coherence Active Inference predictive processing temporal integration clinical psychology The authors propose that a substantial change in 'temporal depth' can be a common, causal factor in dissociative episodes of any etiology. Voluntary contractions of temporal depth (flow, meditation) are framed as healthy, while involuntary collapses are pathological and may indicate memory-system dysfunction. Clinically reported emotional flattening is mapped to top-down lowering of precision on affective prediction errors between the Core Self and peripheral Self. Prolonged inescapable stress is described as disintegrating the Self into components with smaller cognitive light cones, accompanied by temporal depth collapse. The authors defer empirical data, a computer simulation, and therapeutic implications to planned follow-up papers. Framework combining FEP, nonlinear dynamics, clinical and neurobiology views — The authors build a model of dissociation by combining a first-principles (FEP/TAME) perspective with dynamical systems, clinical and neurobiological perspectives. Self modelled as a hierarchical component of the organism's generative model — Using TAME and the Free Energy Principle, the Self is defined as part of a generative model with a Core Self and peripheral layers bounded by informational Markov blankets. Attractor-landscape and phase-transition description of Self regimes — Health is cast as a point-attractor regime ('I am me'), with trauma potentially causing a phase transition to unstable or chaotic regimes. Literature analysis of co-occurring temporal depth collapse and dissociation — Lacking an experimental design for humans, the authors rely on published literature showing co-occurrence as indirect illustration of the thesis.","image_count":10},{"id":"work:Friedman2025ActiveInferenceInstituteActive024","type":"work","title":"The Active Inference Institute & Active Inference Ecosystem (v3, 2025 snapshot)","url":"/works/Friedman2025ActiveInferenceInstituteActive024.html","external_url":"https://doi.org/10.5281/zenodo.17982447","full_text_url":"/papers/2025_AII_v3/full_text.md","summary":"This document surveys the current state of The Active Inference Institute and The Active Inference Ecosystem , in the context of our current and future directions. As embodied agents, we aim to update our decisions, goal","year":2025,"domain":"AII Ecosystem","tags":["Paper","AII Ecosystem","bibliography","Active Inference Institute","organizational overview","research programs","educational initiatives","community"],"content":"The Active Inference Institute & Active Inference Ecosystem (v3, 2025 snapshot) Active Inference Institute Vyatkin, Alex Mikhailova, Alexandra Hiott, Andrea Pashea, Andrew Elers, Ben Berkers, Bert Knight, Bleu Fields, Chris Whittet, Dan Friedman, Daniel Ticklẽs, Déan Paterson, Fraser Stubbs, Gareth Grimm, Holly Smekal, Jakub Cooper, Jeremy Boik, John Burian, Libor Albarracin, Mahault Iennaco, Maria Luiza Brown, Matthew Thacker, Mick Gilli, Peter Kaufmann, Rafael Cordes, RJ Henry, Ryan Ramesh, Sandeep David, Scott Alvarado, Sebastian Baker, Zach Alex Vyatkin Alexandra Mikhailova Andrea Hiott Andrew Pashea Ben Elers Bert Berkers Bleu Knight Chris Fields Dan Whittet Daniel Friedman Déan Ticklẽs Fraser Paterson Gareth Stubbs Holly Grimm Jakub Smekal Jeremy Cooper John Boik Libor Burian Mahault Albarracin Maria Luiza Iennaco Matthew Brown Mick Thacker Peter Gilli Rafael Kaufmann RJ Cordes Ryan Henry Sandeep Ramesh Scott David Sebastian Alvarado Zach Baker Zenodo 10.5281/zenodo.17982447 Friedman2025ActiveInferenceInstituteActive024 AII Ecosystem Paper This document surveys the current state of The Active Inference Institute and The Active Inference Ecosystem , in the context of our current and future directions. As embodied agents, we aim to update our decisions, goals and predictions as an institute by actively gathering (sampling) insights (observations) from our members. As Heraclitus once said “No one ever steps in the same river twice. For it’s never the same river and it’s never the same person”. In the same way, the Institute evolves with each new member, accumulating a variety of perspectives to drive improvement. Active Inference Institute organizational overview research programs educational initiatives community Describes the Institute as a registered Delaware non-profit supporting education, research and ecosystem services, and a 501(c)(3) as of 2024. Reports that the Institute's Discord server, its primary discussion and meeting venue, has over 1000 people. Reports that the Institute had released over 500 videos to date. Reports that RxInfer.jl Learning Group meetings in 2024 included over 20 active contributors. Frames the Institute's approach as embracing the benefits of an 'open' ecosystem rather than relying on a closed, laboratory-centric approach alone, which might have siloed Active Inference academically. Collaboratively edited living Coda document (v3 snapshot) by a named author team — Snapshot of the Institute & Ecosystem living document, which authors edited with a full trace of edits; earlier versions date from 2023 and 2024. Structure inherited from the 2023 paper and extended Sept-Nov 2024 — The document's sections derive from the 2023 paper and were expanded by contributors in late 2024. Preparation and Measurement stages for project proposals and reporting — Describes how Institute projects are proposed and reported, with Measurement form updates feeding the monthly newsletter.","image_count":49},{"id":"work:Friedman2025AntStack025","type":"work","title":"The Ant Stack","url":"/works/Friedman2025AntStack025.html","external_url":"https://doi.org/10.5281/zenodo.16782756","full_text_url":"/papers/2025_AntStack/full_text.md","summary":"AntStack presents a multilevel framework for modeling ant colony organization, from molecular and neural processes at the individual scale through interaction networks to colony-level behavioral patterns. The framework p","year":2025,"domain":"Entomology","tags":["Paper","Entomology","bibliography","AntStack","multilevel modeling","ant colonies","social insects","multiscale biology","colony organization"],"content":"The Ant Stack Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.16782756 Friedman2025AntStack025 Entomology Paper AntStack presents a multilevel framework for modeling ant colony organization, from molecular and neural processes at the individual scale through interaction networks to colony-level behavioral patterns. The framework provides a structured approach to integrating diverse biological data across scales in social insect research. AntStack multilevel modeling ant colonies social insects multiscale biology colony organization The paper presents the Ant Stack, a compact modular framework (AntBody, AntBrain, AntMind) intended to emulate an ant from physics to cognition. Stated contributions include an executable I/O contract between layers, a compact neural pipeline with local plasticity, and a minimal active-inference agent composing via stigmergy. The work specifies (rather than reports results from) evaluation suites for navigation, trail following, task allocation and robustness under noise/adversaries. The author states that no high-fidelity ant brain emulation yet closes the loop with a realistic body at interactive rates. Stated limitations: no ant connectome (fly/bee templates used), simulation-first scope with embedded real-time operation as future work, and field validation still needed. AntBody: FlyBody MuJoCo simulator adapted to ant morphology — The body layer adapts the FlyBody MuJoCo simulator to ant leg kinematics, exoskeleton and antennae/mandible actuation, portable to PyBullet. Explicit Body–Brain I/O contract with fixed rates and SI units — Specifies observations and actions at 100 Hz over a 1 ms physics step, with a latency budget and clock-drift bound. AntBrain AL→MB→CX pipeline templated from fly/bee brains — A functional neural abstraction templated from Drosophila/Apis via Virtual Fly Brain, with sparse Kenyon-cell coding, local plasticity and a ring-attractor CX. AntMind minimal active-inference generative model — A single-agent generative model over pose, heading, hunger and pheromone expectation, with variational free energy updates and short-horizon policy selection. Diffusion–decay pheromone field for stigmergy — Colony coordination via a grid pheromone field with decay λ, diffusion D and reward-linked deposits, which agents follow along the gradient.","image_count":4},{"id":"work:Friedman2025DiscoveryEngineAIDriven026","type":"work","title":"The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes","url":"/works/Friedman2025DiscoveryEngineAIDriven026.html","external_url":"https://doi.org/10.48550/arXiv.2505.17500","full_text_url":"/papers/2025_DiscoveryEngine/full_text.md","summary":"The prevailing model for disseminating scientific knowledge relies on individual publications dispersed across numerous journals and archives. This legacy system is ill suited to the recent exponential proliferation of p","year":2025,"domain":"Computational","tags":["Paper","Computational","bibliography","Discovery Engine","scientific knowledge synthesis","LLM-driven distillation","knowledge artifacts","Conceptual Tensor","knowledge graphs","AI-assisted scientific inquiry"],"content":"The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Baulin, Vladimir Cook, Austin Friedman, Daniel Lumiruusu, Janna Pashea, Andrew Rahman, Shagor Waldeck, Benedikt Vladimir Baulin Austin Cook Daniel Friedman Janna Lumiruusu Andrew Pashea Shagor Rahman Benedikt Waldeck ArXiv 10.48550/arXiv.2505.17500 Friedman2025DiscoveryEngineAIDriven026 Computational Paper The prevailing model for disseminating scientific knowledge relies on individual publications dispersed across numerous journals and archives. This legacy system is ill suited to the recent exponential proliferation of publications, contributing to insurmountable information overload, issues surrounding reproducibility and retractions. We introduce the Discovery Engine, a framework to address these challenges by transforming an array of disconnected literature into a unified, computationally tractable representation of a scientific domain. Central to our approach is the LLM-driven distillation of publications into structured \"knowledge artifacts,\" instances of a universal conceptual schema, complete with verifiable links to source evidence. These artifacts are then encoded into a high-dimensional Conceptual Tensor. This tensor serves as the primary, compressed representation of the synthesized field, where its labeled modes index scientific components (concepts, methods, parameters, relations) and its entries quantify their interdependencies. The Discovery Engine allows dynamic \"unrolling\" of this tensor into human-interpretable views, such as explicit knowledge graphs (the CNM graph) or semantic vector spaces, for targeted exploration. Crucially, AI agents operate directly on the graph using abstract mathematical and learned operations to navigate the knowledge landscape, identify non-obvious connections, pinpoint gaps, and assist researchers in generating novel knowledge artifacts (hypotheses, designs). By converting literature into a structured tensor and enabling agent-based interaction with this compact representation, the Discovery Engine offers a new paradigm for AI-augmented scientific inquiry and accelerated discovery. Discovery Engine scientific knowledge synthesis LLM-driven distillation knowledge artifacts Conceptual Tensor knowledge graphs AI-assisted scientific inquiry Introduces the Discovery Engine as a methodology and conceptual platform for moving from document-centric literature to synthesized, structured knowledge repositories. Proposes that human-interpretable views such as the CNM knowledge graph and semantic vector spaces can be generated from the central tensor representation. In the soft matter case study, the synthesized CNM served as the basis for a collaborative expert-AI perspective outlining challenges and a research roadmap. In the platform design case study, AI-assisted synthesis yielded conceptual designs for modules such as Knowledge Card summaries and a Hypothesis Workbench. The authors state that effectiveness depends on continued LLM advances and template governance, and that scaling to very large disciplines is an engineering hurdle. Template-guided LLM distillation of papers into knowledge artifacts — LLMs, guided by field-specific templates based on a universal conceptual schema, extract structured components linked to source evidence. Encoding artifacts into a high-dimensional Conceptual Tensor — Knowledge artifacts are encoded into a tensor whose modes index concepts, methods, parameters and relations, from which graphs or vector spaces are unrolled. Case study: intelligent soft matter corpus with expert template refinement — A soft-matter publication corpus was distilled, the template refined via researcher feedback cycles, and AI agents analyzed the resulting CNM for themes and gaps. Case study: DE pipeline meta-applied to HCI and KG interaction literature — HCI, knowledge-graph visualization and XAI papers were distilled into a CNM used to derive design principles and AI-assisted UI concepts for the DE platform. React/TypeScript frontend building a client-side CNM graph from Markdown — The open-source frontend parses Markdown files via a cnmBuilder.ts utility and visualizes the CNM with 3d-force-graph.","image_count":8},{"id":"work:Friedman2025ThoughtseedsHierarchicalAgenticFramework027","type":"work","title":"Thoughtseeds: A Hierarchical and Agentic Framework for Investigating Thought Dynamics in Meditative States","url":"/works/Friedman2025ThoughtseedsHierarchicalAgenticFramework027.html","external_url":"https://doi.org/10.3390/e27050459","full_text_url":"/papers/2025_Thoughtseeds/full_text.md","summary":"Thoughtseeds presents a hierarchical and agentic framework for investigating thought dynamics in meditative states. The framework models thoughts as self-organizing agents (thoughtseeds) that compete and cooperate within","year":2025,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Thoughtseeds","meditation","thought dynamics","hierarchical modeling","agentic framework","Active Inference","attention","mindfulness"],"content":"Thoughtseeds: A Hierarchical and Agentic Framework for Investigating Thought Dynamics in Meditative States Kavi, Prakash Chandra Zamora-López, Gorka Friedman, Daniel Ari Patow, Gustavo Prakash Chandra Kavi Gorka Zamora-López Daniel Ari Friedman Gustavo Patow Entropy 10.3390/e27050459 Friedman2025ThoughtseedsHierarchicalAgenticFramework027 Active Inference Paper Thoughtseeds presents a hierarchical and agentic framework for investigating thought dynamics in meditative states. The framework models thoughts as self-organizing agents (thoughtseeds) that compete and cooperate within a cognitive landscape, using Active Inference to formalize the dynamics of attention, awareness, and thought emergence during meditation. Thoughtseeds meditation thought dynamics hierarchical modeling agentic framework Active Inference attention mindfulness Four meditation states (breath_control, mind_wandering, meta_awareness, redirect_breath) emerge from thoughtseed interactions rather than being hard-coded. Simulated experts sustain control dominance of focused attention, whereas novices show more frequent, prolonged mind_wandering episodes. Learned weights show stronger breath_focus activation during breath_control in experts (0.98) than novices (0.78). In the interaction network, experts show strong facilitation from breath focus to self-reflection, absent in novices. The authors note the model is not a comprehensive theory of consciousness and needs validation against real neuroimaging or behavioral datasets. Three-level agent-based model of focused-attention Vipassana meditation — Levels are knowledge domains, a Thoughtseed Network of five competing thoughtseeds, and a meta-cognition layer regulating state transitions. Novice and expert state-transition matrices drawn from prior empirical research — Reference transition probabilities among four meditation states for experts and novices were derived from published focused-attention research. Rule-based hybrid learning of attractor weight matrices — Rule-based constraints optimize thoughtseed weights and interaction patterns, avoiding manual parameter tuning. Granger causality extraction of thoughtseed interaction network — Pairwise Granger tests (max lag five timesteps, chi-squared significance) define directional thoughtseed influences, then scaled and thresholded. Modified Wilson-Cowan network dynamics with winner-takes-all dominance — Competing thoughtseed populations are simulated with facilitatory/inhibitory connections and top-down meta-awareness; the most active thoughtseed dominates each timestep.","image_count":27},{"id":"work:Friedman2025TowardsScienceConsciousnessSocial028","type":"work","title":"Towards a Science of Consciousness and Social Complexity... For Ants","url":"/works/Friedman2025TowardsScienceConsciousnessSocial028.html","external_url":"https://www.editorafi.org/ebook/c128-colonias-formigas-conscientes","full_text_url":"/papers/2025_ConsciousnessAnts/full_text.md","summary":"Building on the Ant Colony Test (ACT) introduced in 2019, this paper further develops the case for using ant colonies as model systems for consciousness research. We examine how colony-level information integration, adap","year":2025,"domain":"Entomology","tags":["Paper","Entomology","bibliography","consciousness","ant colonies","Ant Colony Test","information integration","collective cognition","meta-cognition"],"content":"Towards a Science of Consciousness and Social Complexity... For Ants Iennaco, Maria Luiza Friedman, Daniel Maria Luiza Iennaco Daniel Friedman Book Chapter Friedman2025TowardsScienceConsciousnessSocial028 Entomology Paper Building on the Ant Colony Test (ACT) introduced in 2019, this paper further develops the case for using ant colonies as model systems for consciousness research. We examine how colony-level information integration, adaptive behavior, and meta-cognitive processes in ant colonies relate to proposed criteria for consciousness. consciousness ant colonies Ant Colony Test information integration collective cognition meta-cognition The authors argue that consciousness and social complexity are both potentially scale-independent descriptors, and that Active Inference can operationalize their study separately and jointly. They argue multidimensional measures of consciousness or social complexity have no simple higher/lower ordering unless collapsed to a single value, paralleling critiques of a social 'ladder' in insects. They note that some ant social-complexity measures resemble consciousness properties yet carry little metaphysical baggage in ants, suggesting empirical measurement alone may not resolve philosophical debates. The authors propose that consciousness studies should proceed recognizing that consciousness shares many properties, and overlapping referents, with social complexity in ants. They argue against an entrenched 'Scala Conscientia', a singular ascending scale of consciousness within or across species. System-Measurement-Theory framing under scientific pluralism — Organizes consciousness studies by target system, empirical measurements, and theories, taking the ant colony as the system of interest. Comparative review of GWT, IIT, quantum, and FEP-based consciousness models — Reviews Global Workspace Theory, Integrated Information Theory, quantum and 'inner screen' models, and FEP-AI syntheses for their applicability to non-human systems such as ants. Operationalizing Birch et al. (2020) dimensions via Active Inference (Table 1) — Maps Birch et al.'s five dimensions of animal consciousness to Active Inference constructs and to ant social-complexity phenotypes in a juxtaposition table.","image_count":14},{"id":"work:Friedman2024AligningActiveInferenceOntology029","type":"work","title":"Aligning Active Inference Ontology to SUMO","url":"/works/Friedman2024AligningActiveInferenceOntology029.html","external_url":"https://doi.org/10.5281/zenodo.11459322","full_text_url":"/papers/2024_OntologySUMO/full_text.md","summary":"We present a tentative alignment of Active Inference terms with SUMO (Suggested Upper Merged Ontology) entities. For a subset of Active Inference terms, we identify published SUMO files likely to contain correct mappings","year":2024,"domain":"AII Ecosystem","tags":["Paper","AII Ecosystem","bibliography","ontology alignment","SUMO","Active Inference Ontology","knowledge representation","formal ontology","semantic mapping"],"content":"Aligning Active Inference Ontology to SUMO Douglass, David S. Pease, Adam Friedman, Daniel Ari Balbuena, Jessica Angeli Chokhalingam, Rhea Hurtado, Ana Magdalena Iennaco, Maria Luiza Knight, V. Bleu Maybell, Scott Ryan Rahmjoo, Ali Sayeg, Paulo Duare Andrade Smékal, Jakub Tickles, Dean Vyatkin, Alex David S. Douglass Adam Pease Daniel Ari Friedman Jessica Angeli Balbuena Rhea Chokhalingam Ana Magdalena Hurtado Maria Luiza Iennaco V. Bleu Knight Scott Ryan Maybell Ali Rahmjoo Paulo Duare Andrade Sayeg Jakub Smékal Dean Tickles Alex Vyatkin Zenodo 10.5281/zenodo.11459322 Friedman2024AligningActiveInferenceOntology029 AII Ecosystem Paper We present a tentative alignment of Active Inference terms with SUMO (Suggested Upper Merged Ontology) entities. For a subset of Active Inference terms, we identify published SUMO files likely to contain correct mappings, indicate SUMO supersets and subsets, and display relationships among identified SUMO topics. This scaffolding facilitates rigorous mapping of Active Inference to SUMO. ontology alignment SUMO Active Inference Ontology knowledge representation formal ontology semantic mapping The document provides a scaffolding: a tentative alignment of Active Inference terms with SUMO entities, intended to support a later rigorous mapping of Active Inference to SUMO. The alignment table shows, for many core Active Inference terms, SUMO areas likely to hold corresponding topics or where new topics should be created to better match Active Inference concepts. Tentative term-by-term alignment of Active Inference topics to SUMO entities — Built an alignment table proposing, for a subset of Active Inference Ontology terms, the SUMO files, supersets, subsets and relations likely to correspond to each topic. Grouping Active Inference topics into modules and core/entailed/supplemental lists — Organized topics into informal modules (e.g. Action, Bayesian Statistics, Markov Partitioning) and assigned each to one of three exposition lists. Structured SUMO columns: superclass/instanceOf, subclasses, domains, other relations — Situated each aligned term in SUMO via columns for more-general relations, less-general subclasses/subrelations, argument domains, and other SUMO relations. Flagging proposed terms absent from SUMO with an asterisk — Marked candidate terms not yet present in SUMO with an asterisk prefix (e.g. *ActiveState), indicating where new SUMO topics would be needed."},{"id":"work:Friedman2024BridgingGapsImageMeme031","type":"work","title":"Bridging gaps in image meme research: A multidisciplinary paradigm","url":"/works/Friedman2024BridgingGapsImageMeme031.html","external_url":"https://doi.org/10.1002/asi.24900","full_text_url":"/papers/2024_ImageMemeResearch/full_text.md","summary":"This work advances the systematic study of image memes as communicative artifacts, developing research methodologies for analyzing their creation, distribution, and impact on public discourse. We provide frameworks for c","year":2024,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","image memes","meme research","digital communication","narrative analysis","rhetorical analysis","sensemaking"],"content":"Bridging gaps in image meme research: A multidisciplinary paradigm Mascarenhas, Mridula Friedman, Daniel Ari Cordes, Richard J Mridula Mascarenhas Daniel Ari Friedman Richard J Cordes JASIST 10.1002/asi.24900 Friedman2024BridgingGapsImageMeme031 Cognitive Security Paper This work advances the systematic study of image memes as communicative artifacts, developing research methodologies for analyzing their creation, distribution, and impact on public discourse. We provide frameworks for classifying meme content, tracking diffusion patterns, and assessing sensemaking impacts. image memes meme research digital communication narrative analysis rhetorical analysis sensemaking The authors argue that image memes function as quasi-arguments whose truncated structure and visual boundary insulate them from counter-arguments. In their Toulmin analysis, the Bush/9/11 template meme claims the Ohio derailment was a government conspiracy, relying on an audience-supplied 9/11 'inside-job' warrant. DRE3 is presented as filling a gap by adding an intermediate rhetorical-semantic layer between data collection and inference of hidden public narratives. Under the fuzzy-set approach, conflicting classifications become measurements of polarization, volatility, or analyst differences rather than intercoder-reliability problems. The authors state that DRE3 elements can be incorporated piecemeal into existing meme knowledge graphs such as IMKG and MemeX. Toulmin claim-evidence-warrant analysis of individual image memes — Applies Toulmin's argument model to illustrative memes about the 2023 East Palestine, Ohio train derailment (e.g., the G.W. Bush/9/11 template and a Bill Murray meme). DRE3 three-tier model: Instrumental, Rhetorical, and Hidden layers — Proposes a layered architecture moving from observed meme entities to extracted claims to inferred public narratives. Ecological concepts transposed to memetic claims — Uses life history, niche succession, and complex interactions from ecology to frame research questions about how memetic claims emerge, change and interact. Fuzzy set formalism for multi-analyst claim annotation — Proposes representing entity and claim annotations as fuzzy membership assertions so that disagreement between analysts becomes data rather than noise.","image_count":5},{"id":"work:Friedman2024ChemicalTranscriptomicDiversityDo032","type":"work","title":"Chemical and transcriptomic diversity do not correlate with ascending levels of social complexity in the insect order Blattodea","url":"/works/Friedman2024ChemicalTranscriptomicDiversityDo032.html","external_url":"https://doi.org/10.1002/ece3.70063","full_text_url":"/papers/2024_BlattodeaDiversity/full_text.md","summary":"This paper examines cockroach (Blattodea) diversity, ecology, and evolutionary biology. Blattodea encompass cockroaches and termites, representing a major insect order with diverse ecological roles. We review current und","year":2024,"domain":"Entomology","tags":["Paper","Entomology","bibliography","Blattodea","cockroach diversity","termites","insect ecology","eusociality","taxonomy","evolutionary biology"],"content":"Chemical and transcriptomic diversity do not correlate with ascending levels of social complexity in the insect order Blattodea Golian, Marek J. Friedman, Daniel A. Harrison, Mark McMahon, Dino P. Buellesbach, Jan Marek J. Golian Daniel A. Friedman Mark Harrison Dino P. McMahon Jan Buellesbach Ecology & Evolution 10.1002/ece3.70063 Friedman2024ChemicalTranscriptomicDiversityDo032 Entomology Paper This paper examines cockroach (Blattodea) diversity, ecology, and evolutionary biology. Blattodea encompass cockroaches and termites, representing a major insect order with diverse ecological roles. We review current understanding of blattodean taxonomy, behavior, ecology, and the evolutionary transition from solitary cockroaches to eusocial termites. Blattodea cockroach diversity termites insect ecology eusociality taxonomy evolutionary biology A total of 134 CHC compounds were identified across the representative termite and cockroach species. No consistent pattern of CHC chemical complexity paralleled the levels of social complexity across the studied Blattodea species. The chemical dendrogram did not reflect the molecular phylogeny; a Mantel test found no significant correlation between them. Total CHC biosynthesis gene transcript counts did not correlate with the total number of CHC compounds detected per species. Counts of CHC biosynthesis gene transcripts did not vary systematically by social complexity level. Seven Blattodea species spanning solitary cockroaches to OPT and ST termites — Two cockroaches and five termite species of low (one-piece) and high (separate life type) social complexity were sampled from BAM Berlin lab colonies and populations. Hexane extraction and GC-MS/MS profiling of cuticular hydrocarbons — CHCs from single cockroaches or pools of three termite workers were analyzed by GC-MS/MS and quantified as relative proportions in MassHunter. UPGMA chemical dendrogram on Manhattan distances vs published phylogeny (Mantel test) — A chemical dendrogram from Manhattan CHC distances was compared with the He et al. (2021) molecular phylogeny using Mantel tests with 9999 permutations. HMM-based counting of CHC biosynthesis gene transcripts in whole-body transcriptomes — HMMs built from orthologs across 17 insect proteomes were searched against the seven species' proteomes with hmmsearch, then verified against Swiss-Prot. Poisson GLM and chi-square tests of transcript and compound counts — A Poisson GLM compared transcript counts across social complexity levels, and a chi-square test compared transcript counts with CHC compound counts per species.","image_count":5},{"id":"work:Friedman2024CommentsNationalDigitalTwins033","type":"work","title":"Comments on National Digital Twins R&D Strategic Plan","url":"/works/Friedman2024CommentsNationalDigitalTwins033.html","external_url":"https://doi.org/10.5281/zenodo.13273681","full_text_url":"/papers/2024_DigitalTwins/full_text.md","summary":"Digital Twins are useful enough to be dangerous. US Government Agency interest in funding and facilitating research, development, engineering, and implementation of Digital Twins (alongside factors related to their safe ","year":2024,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","digital twins","Active Inference","generative models","predictive processing","cyber-physical systems","simulation"],"content":"Comments on National Digital Twins R&D Strategic Plan Cordes, RJ RJ Cordes Zenodo 10.5281/zenodo.13273681 Friedman2024CommentsNationalDigitalTwins033 Cognitive Security Paper Digital Twins are useful enough to be dangerous. US Government Agency interest in funding and facilitating research, development, engineering, and implementation of Digital Twins (alongside factors related to their safe implementation) is therefore both reassuring and urgently necessary. Factors such as trustworthiness, reliability, interoperability, stability, sustainability, and responsible use must be addressed now, as there may not be another opportunity to do so before mass proliferation. If these factors can be adequately addressed, Digital Twins hold the potential to integrate physical and digital space – sparking a renaissance of capability exploration that will expand the horizons of research and commerce. If they are not, Digital Twins will inadvertently – but inevitably – become an evergreen source of threats and frustrations that will continue to challenge future generations. Here we argue that (i) conceptually, Digital Twins are not new – and thus we can learn from the common vulnerabilities, exploits, and remedies developed by prior approaches to closely-related problems in control theory and cybernetics, (ii) stable reference and data management capabilities and provisioning considerations are the underlying (but often-overlooked) prerequisites to building reliable Digital Twins, and (iii) the functional surface of a Digital Twin is roughly identical to its threat surface. We conclude with summary recommendations. digital twins Active Inference generative models predictive processing cyber-physical systems simulation The submitters argue Digital Twins are not conceptually new, so lessons on vulnerabilities, exploits and remedies from control theory and cybernetics can be reused. They argue a Digital Twin can never perfectly map its physical counterpart and that the cyber-physical gap inevitably grows over time. They argue the functional surface of a cyber-physical system is essentially indistinguishable from its threat surface. They recommend treating common data and reference management as critical infrastructure for Digital Twin ecosystems. They recommend treating cognitive security of Digital Twin interfaces as equally important to cyber- and network-security in the research portfolio.","image_count":4},{"id":"work:Friedman2024EnhancingPopulationBasedSearch034","type":"work","title":"Enhancing Population-based Search with Active Inference","url":"/works/Friedman2024EnhancingPopulationBasedSearch034.html","external_url":"https://doi.org/10.48550/arXiv.2408.09548","full_text_url":"/papers/2024_PopulationSearch/full_text.md","summary":"We propose integrating Active Inference into population-based metaheuristics to enhance performance through anticipatory environmental adaptation. Demonstrated with Ant Colony Optimization (ACO) on the Travelling Salesma","year":2024,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","population search","Active Inference","Ant Colony Optimization","TSP","metaheuristics","anticipatory adaptation","computational optimization"],"content":"Enhancing Population-based Search with Active Inference Dehouche, Nassim Friedman, Daniel Nassim Dehouche Daniel Friedman ArXiv 10.48550/arXiv.2408.09548 Friedman2024EnhancingPopulationBasedSearch034 Active Inference Paper We propose integrating Active Inference into population-based metaheuristics to enhance performance through anticipatory environmental adaptation. Demonstrated with Ant Colony Optimization (ACO) on the Travelling Salesman Problem (TSP), experimental results indicate Active Inference yields improved solutions with marginal increase in computational cost, with performance patterns relating to graph topology. population search Active Inference Ant Colony Optimization TSP metaheuristics anticipatory adaptation computational optimization The Active Inference-enhanced ACO gave mean tour-length improvements over basic ACO at every graph size tested, peaking at 8.81% for 100-node graphs. Relative computational overhead fell with graph size, from 9.46% at 25 nodes to 1.97% at 500 nodes. Tour-length improvements were significant by paired t-test and Wilcoxon test, but the Mann-Whitney U test found no significant difference in overall distributions. The computation-time difference was not statistically significant at the 0.05 level. The authors note high variability in tour lengths for both algorithms, with performance gains varying considerably across graph types. Active Inference-augmented Ant Colony Optimization for the TSP — ACO is extended with a belief-update mechanism and a free-energy calculation so ant node selection adapts to current tour quality. Belief-weighted node selection and free-energy tour scoring — Belief is set from current versus best path length, scales pheromone/distance selection probabilities, and enters a free energy of path length plus entropy. Benchmark against basic ACO and Nearest Neighbor on random symmetric graphs — The AI-enhanced ACO was compared to basic ACO and a Nearest Neighbor heuristic on randomly generated symmetric graphs of several sizes. Paired t-test, Wilcoxon signed-rank, and Mann-Whitney U tests — Tour length and computation time differences between basic and AI-enhanced ACO were assessed with paired and non-parametric tests. Python implementation released with appendix code and GitHub repo — Python implementations of all methods are given in the appendix, with extended ANOVA results in the haailabs/ActiveACO repository.","image_count":1},{"id":"work:Friedman2024FarmWorksDecentralizedAIAgents035","type":"work","title":"FarmWorks: Decentralized AI Agents for Personalized Solutions","url":"/works/Friedman2024FarmWorksDecentralizedAIAgents035.html","external_url":"https://doi.org/10.5281/zenodo.13754585","full_text_url":"/papers/2024_FarmWorks/full_text.md","summary":"Project description submitted as part of application to Future of Life Institute - How to mitigate AI-driven power concentration Climate change intensifies agricultural challenges, requiring more and more advanced techno","year":2024,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","FarmWorks","decentralized AI","precision agriculture","Active Inference","sensor networks","edge computing","farmer autonomy","sustainable agriculture"],"content":"FarmWorks: Decentralized AI Agents for Personalized Solutions Baulin, Vladimir Vyatkin, Alex GUÉNIN—CARLUT, Avel Friedman, Daniel Bolt, John Falkenstein, Stefan Jassal, Parishrut Trois, Celio Minchin, Jonathan Vladimir Baulin Alex Vyatkin Avel GUÉNIN—CARLUT Daniel Friedman John Bolt Stefan Falkenstein Parishrut Jassal Celio Trois Jonathan Minchin Zenodo 10.5281/zenodo.13754585 Friedman2024FarmWorksDecentralizedAIAgents035 Cognitive Security Paper Project description submitted as part of application to Future of Life Institute - How to mitigate AI-driven power concentration Climate change intensifies agricultural challenges, requiring more and more advanced technological solutions. Small farmers increasingly rely on technical assistance, which is becoming centralized, dominated by large agricultural corporations and governments imposing sophisticated pre-designated solutions. As AI proliferates within these centralized solutions, diseases mitigation methods, climate credits, government subsidies, and regulations risk monopolizing farmers' activities. This tendency, amplified by AI development, threatens to undermine farmers' autonomy and limit their ability to make independent decisions, converting them into consumers of centralized technological solutions. We propose to develop FarmWorks — a platform for human-AI interaction in agriculture that enables personalized, farm-scale solutions while resisting power concentration associated with centralized AI systems. FarmWorks addresses the above challenges by providing an open source decentralized AI-powered agricultural platform that empowers individual farmers with cutting-edge technology while preserving their autonomy and promoting sustainable practices. By integrating real-time data collection, edge computing, and Active Inference models, FarmWorks enables farmers to make informed decisions tailored to their specific contexts (for example, integrating humidity data and epidemiological models to assist farmers with remediative and anticipatory treatments for mold). FarmWorks decentralized AI precision agriculture Active Inference sensor networks edge computing farmer autonomy sustainable agriculture IoT community-driven innovation Proposes FarmWorks, an open-source decentralized platform for human-AI interaction in agriculture intended to resist power concentration from centralized AI. Argues that Active Inference models in RxInfer.jl can be more computationally efficient and interpretable than deep or reinforcement learning for decentralized settings. Sets as a core design principle a coherent but flexible coupling between users' self-models and FarmWorks, and between users. Organizes the work into six work packages over a two-year timeline with stated evaluation metrics and risk mitigations. Planned on-site sensor network (Vin-Q/ROMI) over 4G, 5G and LoRa — WP1 proposes solar-powered sensors measuring soil and climate variables, with pilot installation in 20 Vin-Q fields in Catalonia. Farm-local data processing with optional sharing of model updates only — WP2 proposes per-farm instances where training data stays local and only model updates may be shared into a larger model. Active Inference generative models built with RxInfer.jl — WP4 plans variational/expected free energy models, including wine-grape epidemiological and intervention models, implemented in RxInfer.jl. Telegram-based virtual assistant optionally using local open-source LLMs — WP3 proposes a chat-bot interface to each farm's personalized knowledge database, with custom alerts and recommendations. QR/NFC embodied permission transfer for a data-sharing social network — WP5 proposes simple QR code or NFC exchanges to grant data access between farmers within existing networks of trust.","image_count":1},{"id":"work:Friedman2024FederatedInferenceBeliefSharing036","type":"work","title":"Federated inference and belief sharing","url":"/works/Friedman2024FederatedInferenceBeliefSharing036.html","external_url":"https://doi.org/10.1016/j.neubiorev.2023.105500","full_text_url":"/papers/2024_FederatedInference/full_text.md","summary":"This paper concerns the distributed intelligence or federated inference that emerges under belief-sharing among agents who share a common world—and world model. Imagine, for example, several animals keeping a lookout for","year":2024,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","federated inference","belief sharing","Active Inference","distributed intelligence","multi-agent systems","message passing","collective cognition","privacy-preserving inference"],"content":"Federated inference and belief sharing Friston, Karl J. Parr, Thomas Heins, Conor Constant, Axel Friedman, Daniel Isomura, Takuya Fields, Chris Verbelen, Tim Ramstead, Maxwell Clippinger, John Frith, Christopher D. Karl J. Friston Thomas Parr Conor Heins Axel Constant Daniel Friedman Takuya Isomura Chris Fields Tim Verbelen Maxwell Ramstead John Clippinger Christopher D. Frith Neuroscience & Biobehavioral Reviews 10.1016/j.neubiorev.2023.105500 Friedman2024FederatedInferenceBeliefSharing036 Active Inference Paper This paper concerns the distributed intelligence or federated inference that emerges under belief-sharing among agents who share a common world—and world model. Imagine, for example, several animals keeping a lookout for predators. Their collective surveillance rests upon being able to communicate their beliefs—about what they see—among themselves. But, how is this possible? Here, we show how all the necessary components arise from minimising free energy. We use numerical studies to simulate the generation, acquisition and emergence of language in synthetic agents. Specifically, we consider inference, learning and selection as minimising the variational free energy of posterior (i.e., Bayesian) beliefs about the states, parameters and structure of generative models, respectively. The common theme—that attends these optimisation processes—is the selection of actions that minimise expected free energy, leading to active inference, learning and model selection (a.k.a., structure learning). We first illustrate the role of communication in resolving uncertainty about the latent states of a partially observed world, on which agents have complementary perspectives. We then consider the acquisition of the requisite language—entailed by a likelihood mapping from an agent’s beliefs to their overt expression (e.g., speech)—showing that language can be transmitted across generations by active learning. Finally, we show that language is an emergent property of free energy minimisation, when agents operate within the same econiche. We conclude with a discussion of various perspectives on these phenomena; ranging from cultural niche construction, through federated learning, to the emergence of complexity in ensembles of self-organising systems. federated inference belief sharing Active Inference distributed intelligence multi-agent systems message passing collective cognition privacy-preserving inference With communication, the third agent resolved uncertainty about the subject's location by the third epoch, versus only after seeing it at the fifth epoch without communication. In the generational simulation, children's learned auditory mappings were almost identical to their parents' after four generations, acquired solely through active learning. Three language-naive agents exposed to 512 episodes converged on shared mappings in which nearly every hidden state became associated with a unique shared 'word'. A novice lacking precise visual mappings learned, from hearing supervisors, a visual mapping making her inferences indistinguishable from theirs by about 64 exposures. The authors state two technical contributions: belief-sharing among agents with different vantage points, and a belief-updating procedure for learning and model selection. Numerical simulations of language generation, acquisition and emergence — Synthetic agents are simulated to study belief-sharing, with inference, learning and selection cast as minimising variational free energy over states, parameters and structure. Discrete-state generative model of three sentinels observing a subject — Three agents with complementary views share a model with location, proximity, pose and gaze factors, four visual, one proprioceptive and three auditory modalities. With/without-communication comparison via zero-precision auditory mappings — Communication is ablated by reducing auditory likelihood precision so agents can neither generate nor recognise auditory cues. Active learning of Dirichlet counts and structure learning via Bayesian model reduction — Language acquisition uses accumulation of Dirichlet counts; emergence uses structure learning updating priors over Dirichlet counts with Bayesian model reduction. SPM Matlab routines (spm_MDP_VB_XXX.m) for belief updating — Generic belief updates were implemented with standard SPM academic software routines.","image_count":13},{"id":"work:Friedman2024FourFoldFieldsQuantum037","type":"work","title":"Four-fold Fields of Quantum Dreams","url":"/works/Friedman2024FourFoldFieldsQuantum037.html","external_url":"https://doi.org/10.5281/zenodo.10798144","full_text_url":"/papers/2024_QuantumDreams/full_text.md","summary":"A very human consideration about taking perspectives on frameworks, told through an adventure playing out in a moment at a Quantum Baseball Spring Training gym.","year":2024,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","quantum mechanics","art","phenomenology","Active Inference","visual analysis","symbolism","Morse code"],"content":"Four-fold Fields of Quantum Dreams Friedman, Daniel Ari Tickles, Dean Daniel Ari Friedman Dean Tickles Zenodo 10.5281/zenodo.10798144 Friedman2024FourFoldFieldsQuantum037 Art & Synergetics Paper A very human consideration about taking perspectives on frameworks, told through an adventure playing out in a moment at a Quantum Baseball Spring Training gym. quantum mechanics art phenomenology Active Inference visual analysis symbolism Morse code The authors argue that a gap in a framework can either be retained as-is (barrier-like) or filled, enabling different functions. They argue a trade-off between stability/rigidity and adjustability affordance exists in frameworks, typically settled by the rack's fabricator. They propose that a framework does not do the work but provides room for work to be done. They argue blind spots exist from any vantage point and that moving attention, eyes and body removes them. First-person visual-phenomenological reflection on a gym squat rack — The essay restricts itself to visually triggered experiences and thoughts while looking at a squat-rack framework during 'Spring Training' in a gym. Successively zoomed photographs of the rack used as the case — Photographs of the rack are shown and zoomed in twice on a blurry region to isolate the gap between two vertical structures. Extended baseball metaphor and staged dialog interlude — The piece is framed as a Quantum Baseball spring training, with a mock radio ad and an ExecutI'VE/ExecutOR dialog as a '7th inning stretch'.","image_count":4},{"id":"work:Friedman2024MathArtStream8William038","type":"work","title":"MathArt Stream #8: William Blake and Active Inference","url":"/works/Friedman2024MathArtStream8William038.html","external_url":"https://doi.org/10.5281/zenodo.13711301","full_text_url":"/papers/2024_MathArtBlake/full_text.md","summary":"This Stream: 0. What might Blake have to do with any of this? 1. A view on Blake’s view on Art 2. A view on Blake’s view on Math 3. A view on Blake’s view on Active Inference","year":2024,"domain":"Media & Teaching","tags":["Presentation","Media & Teaching","bibliography","William Blake","mathematics","art","prophetic vision","geometric structures","Active Inference"],"content":"MathArt Stream #8: William Blake and Active Inference Friedman, Daniel Ari Daniel Ari Friedman Presentation 10.5281/zenodo.13711301 Friedman2024MathArtStream8William038 Media & Teaching Presentation This Stream: 0. What might Blake have to do with any of this? 1. A view on Blake’s view on Art 2. A view on Blake’s view on Math 3. A view on Blake’s view on Active Inference William Blake mathematics art prophetic vision geometric structures Active Inference Proposes reading Blake's 'Four-Fold vision' as one contextualization of how Blake situates science and formality, with 'Newton's Sleep' as single vision. Poses, as an open question, how Blake's tetrahedral four-fold concordances could connect with the four-fold particular partition of the Free Energy Principle. Links Blake's 'Minute Particulars' to the particular partition, glossed as what makes an agent of every thing within a scale-free framework. Highlights a quoted line from a featured page of Narrative Unbound that “deep structures” are misnomers of “unstable structures”, and relates it to hierarchical depth in Active Inference generative models. Four-part livestream slide outline on Blake's views — The slide deck structures the stream around Blake's view on art, on math, and on Active Inference, with an open fourth section. Curated quotations and secondary Blake scholarship — Slides juxtapose Blake quotations with cited secondary works on Blake, mathematics, science and cognition (e.g. White, Kobayashi, Lee, McGilchrist). ActiveInferAnts package scans of Blake's works for terms — Points to methods in the open-source ActiveInferAnts package that scan Blake's works and extract references to terms like System, Math, Science.","image_count":45},{"id":"work:Friedman2024SensemakingFederationExploringFrontiers039","type":"work","title":"Sensemaking Federation: Exploring the Frontiers of Digital Innovation","url":"/works/Friedman2024SensemakingFederationExploringFrontiers039.html","external_url":"https://doi.org/10.5281/zenodo.14574046","full_text_url":"/papers/2024_SensemakingFederation/full_text.md","summary":"This transcript comes from an event “Sensemaking Federation: Exploring the Frontiers of Digital Innovation” on December 5, 2024: https://www.youtube.com/watch?v=5R3VmqrE2Zg , hosted by the Sensemaking Scenius http://welc","year":2024,"domain":"Media & Teaching","tags":["Presentation","Media & Teaching","bibliography","sensemaking federation","digital innovation","knowledge federation","collaborative sensemaking","decentralized infrastructure"],"content":"Sensemaking Federation: Exploring the Frontiers of Digital Innovation Sensemaking Scenius Presentation 10.5281/zenodo.14574046 Friedman2024SensemakingFederationExploringFrontiers039 Media & Teaching Presentation This transcript comes from an event “Sensemaking Federation: Exploring the Frontiers of Digital Innovation” on December 5, 2024: https://www.youtube.com/watch?v=5R3VmqrE2Zg , hosted by the Sensemaking Scenius http://welcome.scenius.space . The panel was facilitated by Kristen Pavle and featured Jack Park, Marc-Antoine Parent, Aaditya (Sonny) Bhatia, and Daniel Friedman, as well as other participants at the meeting. This version of the transcript has been lightly edited for readability. For verbatim quotations, please refer to the original recording. sensemaking federation digital innovation knowledge federation collaborative sensemaking decentralized infrastructure Jack Park describes his vision of a federation of servers acting as digital public libraries indexing knowledge artifacts created in epistemic communities he calls K-Hubs. Marc-Antoine Parent proposes nested, recursive frames as the unit of knowledge to bridge informal stories and formal data for federation. Parent proposes 'forking meaning': concepts found ambiguous get a distinguishing question and branches, producing an update cascade to reduce ambiguity in the federation. Sonny Bhatia argues trust is easier under a final decision authority with set protocols, but must be built slowly in ad hoc communities. Park rejects the premise of a single ontology for sensemaking, describing instead a plurality of ontologies, with IBIS used for structured conversation in SenseCraft. Lightly edited transcript of a recorded Sensemaking Scenius panel — The work is a readability-edited transcript of a December 5, 2024 online panel; the recording is the reference for verbatim quotes. Facilitated panel (~45 min) followed by open Q&A with participants — Kristen Pavle facilitated, Daniel Friedman moderated panelists Park, Parent and Bhatia, with chat questions taken in a later discussion phase."},{"id":"work:Friedman2024SharedProtentionsMultiAgent040","type":"work","title":"Shared Protentions in Multi-Agent Active Inference","url":"/works/Friedman2024SharedProtentionsMultiAgent040.html","external_url":"https://doi.org/10.3390/e26040303","full_text_url":"/papers/2024_SharedProtentions/full_text.md","summary":"We develop the concept of shared protentions—shared anticipatory states—in multi-agent Active Inference. Protentions are future-directed expectations that shape perception and action; here we formalize how agents can dev","year":2024,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","shared protentions","multi-agent","Active Inference","anticipation","coupled generative models","coordination","predictive processing"],"content":"Shared Protentions in Multi-Agent Active Inference Albarracin, Mahault Pitliya, Riddhi J. St. Clere Smithe, Toby Friedman, Daniel Ari Friston, Karl Ramstead, Maxwell J. D. Mahault Albarracin Riddhi J. Pitliya Toby St. Clere Smithe Daniel Ari Friedman Karl Friston Maxwell J. D. Ramstead Entropy 10.3390/e26040303 Friedman2024SharedProtentionsMultiAgent040 Active Inference Paper We develop the concept of shared protentions—shared anticipatory states—in multi-agent Active Inference. Protentions are future-directed expectations that shape perception and action; here we formalize how agents can develop shared protentions through coupled generative models, enabling coordinated anticipatory behavior in multi-agent systems. shared protentions multi-agent Active Inference anticipation coupled generative models coordination predictive processing Replacing the trivial interface with a hom over all agents' blankets yields agents that predict their own and companions' actions plus the environment's response, a starting point for formal theory of mind. The authors argue that if agents' models can be glued into a sheaf of world models, the agents inhabit a shared universe and may be said to share protentions; failure to glue indicates disagreement. The paper proposes shared protentions as an emergent, possibly necessary, property of collective self-organization. The authors state the proposal is broad and does not yet provide a specific testable model, leaving that to future work. Husserlian time-consciousness as conceptual basis for shared goals — Uses Husserl's retention, primal impression, and protention, extended to intersubjectivity, to cast shared goals as shared protentions. Polynomial-functor formalization of agent boundaries and generative models — Represents agents' Markov blankets as polynomial functors with stochastic feedback, using tensors and hom polynomials to model multi-agent prediction. Sheaf- and topos-theoretic gluing of agents' world models — Proposes gluing agents' spatial generative models into a sheaf of world models and their toposes into a consensus topos representing shared understanding.","image_count":1},{"id":"work:Friedman2024ActiveInferenceInstituteActive041","type":"work","title":"The Active Inference Institute & Active Inference Ecosystem (v2, 2024 snapshot)","url":"/works/Friedman2024ActiveInferenceInstituteActive041.html","external_url":"https://doi.org/10.5281/zenodo.14108992","full_text_url":"/papers/2024_AII_v2/full_text.md","summary":"This document surveys the current state of The Active Inference Institute and The Active Inference Ecosystem , in the context of our current and future directions. As embodied agents, we aim to update our decisions, goal","year":2024,"domain":"AII Ecosystem","tags":["Paper","AII Ecosystem","bibliography","Active Inference Institute","organizational update","open science","community"],"content":"The Active Inference Institute & Active Inference Ecosystem (v2, 2024 snapshot) Active Inference Institute Vyatkin, Alex Mikhailova, Alexandra Hiott, Andrea Pashea, Andrew Elers, Ben Berkers, Bert Knight, Bleu Fields, Chris Whittet, Dan Friedman, Daniel Ticklẽs, Déan Paterson, Fraser Stubbs, Gareth Grimm, Holly Smekal, Jakub Cooper, Jeremy Boik, John Burian, Libor Albarracin, Mahault Iennaco, Maria Luiza Brown, Matthew Thacker, Mick Gilli, Peter Kaufmann, Rafael Cordes, RJ Henry, Ryan Ramesh, Sandeep David, Scott Alvarado, Sebastian Baker, Zach Alex Vyatkin Alexandra Mikhailova Andrea Hiott Andrew Pashea Ben Elers Bert Berkers Bleu Knight Chris Fields Dan Whittet Daniel Friedman Déan Ticklẽs Fraser Paterson Gareth Stubbs Holly Grimm Jakub Smekal Jeremy Cooper John Boik Libor Burian Mahault Albarracin Maria Luiza Iennaco Matthew Brown Mick Thacker Peter Gilli Rafael Kaufmann RJ Cordes Ryan Henry Sandeep Ramesh Scott David Sebastian Alvarado Zach Baker Zenodo 10.5281/zenodo.14108992 Friedman2024ActiveInferenceInstituteActive041 AII Ecosystem Paper This document surveys the current state of The Active Inference Institute and The Active Inference Ecosystem , in the context of our current and future directions. As embodied agents, we aim to update our decisions, goals and predictions as an institute by actively gathering (sampling) insights (observations) from our members. As Heraclitus once said “No one ever steps in the same river twice. For it’s never the same river and it’s never the same person”. In the same way, the Institute evolves with each new member, accumulating a variety of perspectives to drive improvement. Active Inference Institute organizational update open science community Reports that in 2024 the Institute received official recognition as a 501(c)(3) non-profit, with pro bono support from the Fried Frank law firm. Reports that, as of November 2024, 5 Research Fellows had joined the new Fellows program. Reports that the Institute's Discord server, its primary discussion and meeting venue, has over 1000 people. Reports that the Institute had released over 500 videos to date. Frames the Institute as recognizing the benefits of an 'open' ecosystem approach rather than taking a closed, laboratory-centric approach alone, which might have siloed Active Inference. Collaboratively edited living document published as a linear v2 snapshot — The Institute & Ecosystem living document, edited with a full trace of edits, is concatenated into a linear 2024 v2 snapshot with a Zenodo DOI. Structure derived from the 2023 paper, extended September-November 2024 — The document's sections come from the 2023 paper and were added to by the contributor team in late 2024. Prepare and Measure goal-setting and reporting system — Describes the Institute's 2024 low-stakes reporting system in which members set goals and report back, with updates surfaced in the newsletter.","image_count":27},{"id":"work:Friedman2024WayFindingInfiniteImaginarium042","type":"work","title":"Way Finding in the Infinite Imaginarium","url":"/works/Friedman2024WayFindingInfiniteImaginarium042.html","external_url":"https://doi.org/10.5281/zenodo.10601081","full_text_url":"/papers/2024_InfiniteImaginarium/full_text.md","summary":"Way Finding in the Infinite Imaginarium explores epistemic tempos and modes of knowledge production, using structured operational frameworks to navigate creative and intellectual exploration. The work juxtaposes differen","year":2024,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","epistemic tempos","knowledge production","creative exploration","way finding","imagination","operational frameworks"],"content":"Way Finding in the Infinite Imaginarium Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.10601081 Friedman2024WayFindingInfiniteImaginarium042 Art & Synergetics Paper Way Finding in the Infinite Imaginarium explores epistemic tempos and modes of knowledge production, using structured operational frameworks to navigate creative and intellectual exploration. The work juxtaposes different rhythms of knowing—from rapid intuitive insight to slow deliberate analysis—within creative production contexts. epistemic tempos knowledge production creative exploration way finding imagination operational frameworks The essay contrasts \"gap-filling\" epistemic modes (solid, wide, slow) with \"gap-respecting\" modes (diaphanous, fast). It argues that responding to a question involves at least two archetypal modes: resolving it toward known answers, or \"canal jumping\" to reframe it. The second response mode is said to reflect Subject Matter Expertise and also present as Prediction Matter Expertise. It concludes that language is gap-respecting. Spatial metaphor of Known territory, Gray Zone, and Dark Imaginarium — The essay frames inquiry as a situation divided into known, peripheral, and unknown territories. Domino and Jenga-tower metaphors for speech acts and questions — Uses stacked dominoes for uttered phonemes and verbal expression, and a Jenga tower for a question built by the questioner. Illustrative student-librarian example (Alice and Bob) — Walks through Alice asking librarian Bob where a geometry book is to illustrate factual versus tacit know-how responses."},{"id":"work:Friedman2024WhyPaleolithicRockstarsWere043","type":"work","title":"Why Paleolithic Rockstars were both enigmatic and sporadic","url":"/works/Friedman2024WhyPaleolithicRockstarsWere043.html","external_url":"https://doi.org/10.1016/j.plrev.2024.04.010","full_text_url":"","summary":"Paper · Physics of Life Reviews · Genetics & Biomedical","year":2024,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography"],"content":"Why Paleolithic Rockstars were both enigmatic and sporadic Tickles, Dean Friedman, Daniel Ari Dean Tickles Daniel Ari Friedman Physics of Life Reviews 10.1016/j.plrev.2024.04.010 Friedman2024WhyPaleolithicRockstarsWere043 Genetics & Biomedical Paper"},{"id":"work:Friedman2024WritingCurioCardsNFT044","type":"work","title":"Writing on Curio Cards for the \"On NFT\" book","url":"/works/Friedman2024WritingCurioCardsNFT044.html","external_url":"https://www.worldcat.org/isbn/978-3-8365-9970-2","full_text_url":"/papers/2024_CurioCards/full_text.md","summary":"Curio Cards is the first art NFT project on Ethereum, launched as a permanent online art show gallery on May 9, 2017. Curio Cards used Ethereum to establish a new model for the creation and ownership of digital artwork. ","year":2024,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","Curio Cards","Ethereum","NFT art","art gallery","art history"],"content":"Writing on Curio Cards for the \"On NFT\" book Friedman, D. A. Ripley, O. C. D. A. Friedman O. C. Ripley Taschen Friedman2024WritingCurioCardsNFT044 Art & Synergetics Paper Curio Cards is the first art NFT project on Ethereum, launched as a permanent online art show gallery on May 9, 2017. Curio Cards used Ethereum to establish a new model for the creation and ownership of digital artwork. The Curio Cards approach was to create a unique set of rare collectible art, with contributions from seven artists with different styles and backgrounds. In doing so, Curio Cards pioneered a new way for artists to receive value for their work, interact with collectors, and build a broader community. The official set of Curio Cards contains 30 pieces of art (also, there is a misprint of 17, titled 17b). The seven artists who created the art for Curio Cards (and the cards they created) are Phneep (1–10, 14–16, 20), Cryptograffiti (11–13), Cryptopop (17–19), Robek World (21–23), Daniel Friedman (24–26), Max Infeld aka Marisol Vengas (27–29), and Thoros of Myr (30). Various media were used in the creation of Curio Cards, including digital art, printmaking, pen and paper, mixed media, and animation. The NFTs 24–29 contain perhaps the first physical artworks represented on the Ethereum blockchain, and 23 may be the first animated GIF on the Ethereum blockchain. For further contextualization of each artist, we encourage readers and art historians to explore the varied projects that each artist has contributed to. Curio Cards are referenced in the original ERC-721 Non-Fungible Token Standard, and introduced several other computational features that were novel for the time. The Curio Cards project thus reflects a developmental advance in art itself, as well as in the social and computational aspects of art. Curio Cards Ethereum NFT art art gallery art history The authors describe Curio Cards, launched May 9, 2017, as the first art NFT project on Ethereum, framed as a permanent online art show gallery. The official set has 30 artworks (plus the misprint 17b) by seven artists, including Daniel Friedman's cards 24-26. The authors suggest NFTs 24-29 may be the first physical artworks represented on Ethereum, and card 23 may be the first animated GIF on Ethereum. Curio Cards are referenced in the original ERC-721 standard, and the authors argue the project reflects an advance in art and its social and computational aspects. Catalogue table of all 30 Curio Cards with on-chain metadata — Lists each card's artist, title, timestamp, medium, chain, contract address, token ID and edition size.","image_count":27},{"id":"work:Friedman2023GuidedTourThroughSpaces045","type":"work","title":"A guided tour through the spaces of particular \"minds\"","url":"/works/Friedman2023GuidedTourThroughSpaces045.html","external_url":"https://doi.org/10.1016/j.plrev.2023.11.001","full_text_url":"/papers/2023_GuidedTourMinds/full_text.md","summary":"This comment on Friston et al.'s 'Path integrals, particular kinds, and strange things' connects the typology of particular kinds to Aaron Sloman's 1984 project of mapping 'mindspace.' The paper argues that the proposed ","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","path integrals","particular kinds","mindspace","Active Inference","Free Energy Principle","consciousness","Sloman","non-anthropocentric"],"content":"A guided tour through the spaces of particular \"minds\" Rahmjoo, Ali Friedman, Daniel Ari Ali Rahmjoo Daniel Ari Friedman Physics of Life Reviews 10.1016/j.plrev.2023.11.001 Friedman2023GuidedTourThroughSpaces045 Active Inference Paper This comment on Friston et al.'s 'Path integrals, particular kinds, and strange things' connects the typology of particular kinds to Aaron Sloman's 1984 project of mapping 'mindspace.' The paper argues that the proposed typology—based on particle dynamics and generative model structure—provides a principled, non-anthropocentric contribution to the cartography of possible minds. Active Inference provides a framework for measuring, modeling, and implementing such minds, while the FEP provides firs path integrals particular kinds mindspace Active Inference Free Energy Principle consciousness Sloman non-anthropocentric sentience taxonomy The authors argue that the typology of particular kinds in the target paper can be seen as a possible contribution to mapping the space of possible minds. They propose that as particles move from inert to active, conservative, and strange, they can be seen as moving toward higher values on Gray et al.'s 'agency' axis. They suggest the typology of particular kinds can serve as an exemplar and underlying scheme for building or revising taxonomies of mind more precisely. From their teaching, the authors report finding the target paper's scope and visual representations almost uniquely relevant in educational settings. Comparing Friston et al.'s particular kinds with existing taxonomies of minds — The comment sets the target paper's typology of particular kinds against mindspace proposals by Sloman, Gray et al., Deacon, and Yudkowsky as signposts for future research. Reflection from teaching 5 cohorts of Active Inference textbook groups — The authors draw on their experience learning and teaching the 2022 Active Inference textbook at the Active Inference Institute to judge the target paper's educational value.","image_count":2},{"id":"work:Friedman2023SinglePheromoneModelAccounts046","type":"work","title":"A single-pheromone model accounts for empirical patterns of ant colony foraging","url":"/works/Friedman2023SinglePheromoneModelAccounts046.html","external_url":"https://doi.org/10.1016/j.cogsys.2023.02.005","full_text_url":"/papers/2023_SinglePheromone/full_text.md","summary":"We present a computational model showing that a single pheromone accounts for empirical patterns of ant colony foraging previously modeled using two pheromones. Our model demonstrates that the dynamics of pheromone depos","year":2023,"domain":"Entomology","tags":["Paper","Entomology","bibliography","pheromone","ant foraging","computational model","collective behavior","stigmergy","trail formation","parsimony"],"content":"A single-pheromone model accounts for empirical patterns of ant colony foraging Saund, Eric Friedman, Daniel Ari Eric Saund Daniel Ari Friedman Cognitive Systems Research 10.1016/j.cogsys.2023.02.005 Friedman2023SinglePheromoneModelAccounts046 Entomology Paper We present a computational model showing that a single pheromone accounts for empirical patterns of ant colony foraging previously modeled using two pheromones. Our model demonstrates that the dynamics of pheromone deposition, evaporation, and ant behavioral responses to concentration gradients can produce the full range of observed foraging patterns with a simpler single-pheromone mechanism. pheromone ant foraging computational model collective behavior stigmergy trail formation parsimony The main reported observations of Dussutour et al. can be explained by a one-pheromone model. A one-pheromone model accounts for equal initial E+F preference across conditions followed by divergence after about 15 minutes. The one-pheromone model also accounts for preference flipping in the dynamic-environment experiment, and one optimized parameter set fits both figures reasonably. The authors conclude that two pheromones are plausible but unnecessary, so the original study is not dispositive evidence for a two-pheromone model. The model predicts that with food on both branches traffic equalizes without the oscillation predicted by the two-pheromone model. Reanalysis of Dussutour et al. (2009) Pheidole megacephala Y-maze data — Uses the published Y-maze branch-choice results (Experiments 1, 2 and 4) of Dussutour et al. as the empirical target; no new ant experiments were run. One-pheromone model with exponential decay and power-law amplification — Models a single attractant pheromone that decays exponentially and is perceived through a concave power-law sensory amplification minus a noise level. Branch preference as a product of two sigmoid functions — Choice probability is modeled as a product of logistic terms for the difference between branches and the overall signal robustness. Manual fitting and L-BFGS-B optimization in Python/SciPy — Parameters were set by manual adjustment, then optimized with SciPy's bounded L-BFGS-B minimizing squared error against values read from the original figures. Simulation of the dynamic-environment food-switching experiment — Simulated Experiment 4 with differing per-ant deposit rates on food vs no-food branches and total traffic around 50 ants per minute.","image_count":10},{"id":"work:Friedman2023SnapshotPipelineTissueSpecific047","type":"work","title":"A snapshot and pipeline for tissue-specific gene expression meta-analysis in honey bees","url":"/works/Friedman2023SnapshotPipelineTissueSpecific047.html","external_url":"https://doi.org/10.5281/zenodo.10400744","full_text_url":"/papers/2023_HoneyBeeGeneExpression/full_text.md","summary":"The honey bee ( Apis mellifera ) is a pivotal species in both ecological and research contexts, serving as a model organism for studying complex social behavior and physiological processes. A critical aspect of understan","year":2023,"domain":"Entomology","tags":["Paper","Entomology","bibliography","honey bees","Apis mellifera","tissue-specific gene expression","meta-analysis","RNA-Seq","bioinformatics"],"content":"A snapshot and pipeline for tissue-specific gene expression meta-analysis in honey bees Friedman, Daniel Ari Tong, Chao Linksvayer, Timothy A. Freund, Matthias Keough, Nicole Weronika Johnson, Brian Daniel Ari Friedman Chao Tong Timothy A. Linksvayer Matthias Freund Nicole Weronika Keough Brian Johnson Zenodo 10.5281/zenodo.10400744 Friedman2023SnapshotPipelineTissueSpecific047 Entomology Paper The honey bee ( Apis mellifera ) is a pivotal species in both ecological and research contexts, serving as a model organism for studying complex social behavior and physiological processes. A critical aspect of understanding these complexities is the analysis of tissue-specific gene expression (TSGE), a challenging task due to the need to handle large bioinformatics data and manual tissue processing. In this study, we present a meta-analytic approach to investigate TSGE in A. mellifera , harnessing various open-source bioinformatics packages. From an initial pool of 4349 samples and 12,398 loci, our rigorous analysis resulted in a snapshot of 731 samples and 177 loci, representing high-quality estimates of TSGE patterns. This snapshot is publicly available, serving as a valuable resource for researchers interested in A. mellifera and beyond. Ongoing work will refine this analytical tool and expand its application to other species, thereby contributing to the broader understanding of gene expression patterns. honey bees Apis mellifera tissue-specific gene expression meta-analysis RNA-Seq bioinformatics From 4349 samples and 12,398 loci, AMALGKIT processing retained 731 samples and 177 loci, released as a public July 2023 TSGE snapshot. Curation reduced 133 uniquely named tissues to 54 groups; whole adult body, brain and mushroom body made up 62.3% of samples. Optional metadata fields were largely blank (e.g. 99.1% genotype, 67.5% sex, 77.8% age), limiting their use as surrogate variables in harmonization. Average library size increased over time, but publication date explained only a small fraction of variance in total bases (R2=0.061). The authors suggest several possible reasons for the heavy winnowing: heterogeneous experiments, asymmetric tissue coverage with single-tissue designs, and incomplete metadata that may have underpowered surrogate variable analysis. Entrez/NCBI SRA query for Apis mellifera Illumina RNA-seq samples — Public RNA-seq samples were gathered via an Entrez search filtered to A. mellifera, Illumina platforms, rnaseq type and SRA biosample. Six-script MetaInformAnt pipeline built on AMALGKIT — A versioned, openly available pipeline of six scripts covered environment setup, genome and metadata download, SRA download, quantification and curation. Metadata tissue-name harmonization script — A 2.5_update_metadata.py script corrected inconsistent tissue labels so equivalent samples (e.g. variants of 'whole body') were grouped together. fastp QC, kallisto pseudoalignment, amalgkit curation — Raw reads were QC'd with fastp, quantified with kallisto against Amel_HAv3.1, and merged/normalized into one dataset with amalgkit. PCA, clustering and differential expression descriptives — Post-processing scripts ran principal component, clustering and differential expression analyses on the curated expression data.","image_count":5},{"id":"work:Friedman2023VariationalSynthesisEvolutionaryDevelopmental048","type":"work","title":"A variational synthesis of evolutionary and developmental dynamics","url":"/works/Friedman2023VariationalSynthesisEvolutionaryDevelopmental048.html","external_url":"https://doi.org/10.3390/e25070964","full_text_url":"/papers/2023_VariationalSynthesis/full_text.md","summary":"This paper introduces a variational formulation of natural selection, using the Bayesian mechanics of particular partitions to understand how slow phylogenetic processes constrain fast phenotypic processes. The main resu","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","variational synthesis","natural selection","Free Energy Principle","Bayesian mechanics","path integral","evo-devo","adaptive fitness","particular partition"],"content":"A variational synthesis of evolutionary and developmental dynamics Friston, Karl Friedman, Daniel A. Constant, Axel Knight, V. Bleu Fields, Chris Parr, Thomas Campbell, John O. Karl Friston Daniel A. Friedman Axel Constant V. Bleu Knight Chris Fields Thomas Parr John O. Campbell Entropy 10.3390/e25070964 Friedman2023VariationalSynthesisEvolutionaryDevelopmental048 Active Inference Paper This paper introduces a variational formulation of natural selection, using the Bayesian mechanics of particular partitions to understand how slow phylogenetic processes constrain fast phenotypic processes. The main result is a formulation of adaptive fitness as a path integral of phenotypic fitness, unifying evolutionary and developmental dynamics through the Free Energy Principle. variational synthesis natural selection Free Energy Principle Bayesian mechanics path integral evo-devo adaptive fitness particular partition The main result is a formulation of adaptive fitness as a path integral of phenotypic fitness, with least-action paths read as inference (phenotypic) and learning (phylogenetic). The synthesis implies that a population of conspecifics cannot be modelled per se; one must consider populations of distinct natural kinds that influence each other. Genotype and phenotype fitness are both selected through minimisation of the same free energy functional (Bayesian model evidence). In the synaptic-selection simulation, free energy progressively decreased at the slow timescale as synapses enabling the cell to predict its inputs were selected. The authors caution that the account is limited to mathematical apparatus, is not a process theory, and did not examine when the variational fitness lemma holds. Bayesian mechanics of particular partitions (free energy principle) — Particular partitions are used to analyze how slow phylogenetic processes constrain and are constrained by fast phenotypic processes. Two coupled random dynamical systems linked by a renormalisation group — Phylogenetic and phenotypic processes are modelled as two random dynamical systems coupled via renormalisation-group reduction and grouping operators. Variational recipe: Bayesian filtering plus stochastic gradient descent on action — A four-step protocol samples particles, finds least-action paths by generalised Bayesian filtering, scores the free-energy path integral, and updates parameters. Numerical simulation of synaptic selection in a single neuron — A single dendrite with 20 synapses over five segments was simulated over 64 cycles, with synapses eliminated via Bayesian model reduction on synaptic precision.","image_count":7},{"id":"work:Friedman2023AccountActiveInferenceModeling050","type":"work","title":"An Account of Active Inference Modeling","url":"/works/Friedman2023AccountActiveInferenceModeling050.html","external_url":"https://doi.org/10.5281/zenodo.8415312","full_text_url":"/papers/2023_AccountActiveInference/full_text.md","summary":"In Active Inference, we develop (ensembles of) generative models of ecosystems of shared intelligence by accounting for cognitive system and phenomena. The work of developing generative models is more like doing accounti","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Active Inference","generative modeling","accounting metaphor","Active AccountAnts","cognitive modeling","epistemic agency","model development"],"content":"An Account of Active Inference Modeling Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.8415312 Friedman2023AccountActiveInferenceModeling050 Active Inference Paper In Active Inference, we develop (ensembles of) generative models of ecosystems of shared intelligence by accounting for cognitive system and phenomena. The work of developing generative models is more like doing accounting than doing calculation, memorization, or inference itself – the generative model does the inference for us. One of our functional roles or capacities as an engaged generative modeler, is to take an analytical stance towards accounting for cognitive properties, processes, and perspectives. In this setting, we are the Active AccountAnts. The generative model we create is an Active InferAnt. Active Inference generative modeling accounting metaphor Active AccountAnts cognitive modeling epistemic agency model development The author argues Active Inference's breadth rests on a first-principles scale-free approach rather than a scheme specific to cognitive systems: it can say more because it says less. Building even simple cognitive phenomena (e.g. learning, attention) into the core formulation would, the author argues, restrict the scope of analysis to systems with that character. Natural-language descriptors of cognitive phenomena are treated as secondary relational attributions about a realized generative model, not intrinsic aspects of the system. The essay suggests the financial–cognitive accounting connection may run deeper than analogy, via category theory, but leaves this to future work. Analogy between financial accounting and generative modeling — The essay frames building Active Inference generative models as accounting rather than calculation, using a spreadsheet/financial accounting situation as the guiding analogy. Research vs. Application distinction illustrated with a spreadsheet — Uses the example of validating spreadsheet addition to separate Research questions from question-driven Application."},{"id":"work:Friedman2023CognitiveSovereigntyActiveInference051","type":"work","title":"Cognitive Sovereignty & Active Inference in the State of Exception","url":"/works/Friedman2023CognitiveSovereigntyActiveInference051.html","external_url":"https://doi.org/10.5281/zenodo.10038231","full_text_url":"/papers/2023_CognitiveSovereignty/full_text.md","summary":"This paper provides an analysis of Giorgio Agamben's book Homo Sacer in the tradition of Active Inference. Homo Sacer articulates the relationship between bare life and political existence in Western politics and metaphy","year":2023,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","cognitive sovereignty","Agamben","Homo Sacer","Active Inference","state of exception","Thomas Kuhn","paradigm shifts","epistemic agency"],"content":"Cognitive Sovereignty & Active Inference in the State of Exception Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.10038231 Friedman2023CognitiveSovereigntyActiveInference051 Cognitive Security Paper This paper provides an analysis of Giorgio Agamben's book Homo Sacer in the tradition of Active Inference. Homo Sacer articulates the relationship between bare life and political existence in Western politics and metaphysics. Agamben argues that politics is founded on the inclusive exclusion of bare life, where natural biological life – the physiology and cognition of the body – is politicized only through its exclusion as an exception. Drawing on Aristotle's definition of man as a political animal, Agamben traces the historical development of this structure and its continuation in modern biopolitics. Here we develop the above concepts in the setting of cognitive sovereignty and connect Agamben's framing of the political state of exception with Thomas Kuhn's theory of revolutionary science. We assert that realized epistemic agency is grounded in the enacted policy selection of the cognitive sovereign. A given paradigmatic framework, whether in the normal political or normal scientific setting, establishes what counts as valid knowledge and action. Such normative establishments periodically enter crises, which are exited by cognitive and material restructuring downstream of the sovereign's cognitive agency (an agent's cognitive sovereignty). The paper explores how Active Inference, a theoretical framework for scientific inference, can enhance our understanding of sovereignty, agency, and the state of exception. As an introductory offering into this space, several concordances are drawn between Active Inference and Homo Sacer . Specifically: the state of exception is discussed in terms of affordances, bare life is discussed in terms of variational free energy, and sovereign agency is discussed in terms of expected free energy. Pseudocode of an \"Active Stateference\" entity is provided. Overall, this paper offers an initial accounting of Homo Sacer from the Active Inference perspective, and sketches some salient directions for understanding the dynamics of power, knowledge, and sovereignty in politics and science. cognitive sovereignty Agamben Homo Sacer Active Inference state of exception Thomas Kuhn paradigm shifts epistemic agency biopolitics bare life Asserts that realized epistemic agency is grounded in the enacted policy selection of the cognitive sovereign. Argues that sovereigns in a state of exception gain exceptional affordances that emerge from new precision dynamics, sustained by perceiving the state as dangerous. Proposes that the subject's VFE-bare life connection grounds the sovereign's EFE-agency relationship through the state of exception. Concludes that, under 'Bayesian State Mechanics', the sovereign's expected free energy causally influences the subject's variational free energy. Notes that the current model considers only one agent and outlines extensions to multi-agent 'Active GovernAnts', cognitive security and quantum settings. Close reading of Agamben's Homo Sacer — Summarizes and contextualizes Agamben's account of bare life, sovereignty and the state of exception as the foundation for later sections. Agamben-Kuhn analogy of exception and revolutionary science — Treats Kuhnian paradigm shifts as analogous to the sovereign decision on the state of exception, both grounding what counts as valid. Mapping via the Active Inference Ontology (affordances, VFE, EFE) — Uses Active Inference Ontology terms to map the state of exception to affordances, bare life to VFE, and sovereign agency to EFE. 'Active Stateference' Python-style pseudocode — Provides draft pseudocode of a single-agent generative model with lawful/unlawful/just/unjust states, a remapped model under exception, and a VFE loop."},{"id":"work:Friedman2023CommentsAIAccountabilityPolicy052","type":"work","title":"Comments on AI Accountability Policy to NTIA","url":"/works/Friedman2023CommentsAIAccountabilityPolicy052.html","external_url":"https://doi.org/10.5281/zenodo.8025956","full_text_url":"/papers/2023_AIAccountability/full_text.md","summary":"As a result of recent advances in Large Language Models (LLMs), Artificial Intelligence (AI) has become a focus of popular discussion. Risks associated with AI have been considered for as long as such technologies have b","year":2023,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","AI accountability","NTIA","policy comment","cognitive security","P3IF","information risk","AI governance","synthetic intelligence"],"content":"Comments on AI Accountability Policy to NTIA David, Scott Abu-Ghazaleh, Jumana Friedman, Daniel Cordes, RJ Scott David Jumana Abu-Ghazaleh Daniel Friedman RJ Cordes NTIA 10.5281/zenodo.8025956 Friedman2023CommentsAIAccountabilityPolicy052 Cognitive Security Paper As a result of recent advances in Large Language Models (LLMs), Artificial Intelligence (AI) has become a focus of popular discussion. Risks associated with AI have been considered for as long as such technologies have been imagined, and have been considered from a wide variety of perspectives. As such, there has been no shortage of discourse on the matter and there are now numerous calls to consider regulation, ethical frameworks, and even full halts to continued research on AI. Here we argue (i) that despite the very real risks associated with AI technologies, blanket regulation of and ethical frameworks for the broad range of AI technologies are inappropriate and likely to generate negative externalities and new conflicts, (ii) that instead, facilitation of amendment and adaptation of adjacent regulatory and self-regulatory systems, and instantiation of new professionalization, insurance, and self-regulatory structures would be far more productive, practical, and safe, and (iii) that the National Telecommunications and Information Administration (NTIA) is uniquely positioned to perform such facilitation and related convening and recommendation, given its mission and history. We conclude with summary recommendations. AI accountability NTIA policy comment cognitive security P3IF information risk AI governance synthetic intelligence The authors argue blanket regulation and ethical frameworks for AI as a whole are inappropriate and likely to generate negative externalities and new conflicts. They argue sectoral standards (e.g. 'AI in medicine') built on existing licensure and duties of care are more practical than standards for AI as a whole. The comment describes HIPPO, a no-fault mutual self-insurance structure considered in forthcoming proposals by several contributors, with strict liability, pooled reserve and mass contract components. They call for data 'meta-standards' covering stable external reference to data and abstract entities, verified clearinghouses/data trusts, and annotation affordances. They recommend NTIA act as facilitating and convening authority for professionalization, data standardization/stable reference, and insurance-like structures. Joint public comment to NTIA docket NTIA-2023-0005-0001 — Four organizations (IRSIRI, AII, PFH, COGSEC) submitted a policy comment organized as background/basis followed by recommendations. BOLTS (business, operations, legal, technical, social) framing — The authors frame AI use-cases and risks across business, operations, legal, technical and social contexts drawing on their combined backgrounds.","image_count":4},{"id":"work:Friedman2023DistributedScienceScientificProcess053","type":"work","title":"Distributed Science — The Scientific Process as Multi-Scale Active Inference","url":"/works/Friedman2023DistributedScienceScientificProcess053.html","external_url":"https://doi.org/10.31219/osf.io/dnw5k","full_text_url":"/papers/2023_DistributedScience/full_text.md","summary":"The scientific process plays out in a multi-scale system comprising subsystems, each with their own properties and dynamics. For the practice of science to generate useful world models—and lead to the development of enab","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","distributed science","multi-scale Active Inference","scientific process","Free Energy Principle","meta-science","collective intelligence","cultural evolution","distributed cognition"],"content":"Distributed Science — The Scientific Process as Multi-Scale Active Inference Balzan, Francesco Campbell, John Friston, Karl Ramstead, Maxwell James Friedman, Daniel Constant, Axel Francesco Balzan John Campbell Karl Friston Maxwell James Ramstead Daniel Friedman Axel Constant OSF 10.31219/osf.io/dnw5k Friedman2023DistributedScienceScientificProcess053 Active Inference Paper The scientific process plays out in a multi-scale system comprising subsystems, each with their own properties and dynamics. For the practice of science to generate useful world models—and lead to the development of enabling technologies—practicing scientists, their theories, methods, dissemination, and infrastructure (e.g., funding and laboratories) must all fit together in an orchestrated manner. Scientific practice has broad societal implications that go beyond mere scientific progress: we base our decisions on theoretical (i.e., models and forecasts) and technological (e.g., vaccines and smartphones) scientific advances. This paper applies the free energy principle to provide a multi-scale description of science understood as evidence-seeking processes in a nested hierarchy of living (biological and behavioural) and epistemic (linguistic) structures. This allows us to naturalise the scientific process—as distributed self-evidencing—in terms of dynamics that can be read as inference or Bayesian belief updating; i.e., processes that maximize the evidence for a generative model of the sensed and measured world. The ensuing meta-theoretical approach dispels the notion of science as truth-pointing and foregrounds inference to the best explanation—as evinced by the beliefs of scientists and their encultured niche. Crucially, it furnishes a way of simulating the practice of science, which may have a foundational role in the next generation of augmented intelligence systems. Epistemologically, it also addresses some key questions; e.g., is science a special? And in what ways is scientific pursuit an existential imperative for all beings? These questions may be foundational in how we use and design intelligent systems. distributed science multi-scale Active Inference scientific process Free Energy Principle meta-science collective intelligence cultural evolution distributed cognition The authors claim science can be described as a higher-level ensemble of Markov-blanketed systems that constrains and is constrained by its parts. They argue the approach naturalises science as distributed self-evidencing, foregrounding inference to the best explanation over truth-pointing. They propose scientific practice as collective inference on shared generative models, yielding persistent entities: the scientific community and cultural technologies. They argue framing science as nested active inference implies a shift from falsificationism to evidence-based model comparison. As future work, they claim an FEP-based computational model of scientific cognition could be used to predict via simulation which interactions and constraints promote higher-level intelligence. Free energy principle applied as a multi-scale description of science — Uses the FEP and active inference to describe science as evidence-seeking processes in a nested hierarchy of living and epistemic structures. Two-scale analysis: individual and collective scientific cognition — Organizes the account into individual-level scientific cognition (Section 2) and collective, institutional scientific cognition (Section 3), treated as hierarchically integrated. Review of Thagard's ECHO explanatory-coherence model — Discusses Thagard's connectionist ECHO model as a prior computational model of individual scientific cognition. Synthesis of distributed cognition and niche construction under the FEP — Draws on distributed cognition, Latour's actor-networks and Giere to argue Bayesian mechanics and the FEP can formalize distributed scientific practice.","image_count":174},{"id":"work:Friedman2023EnhancedNSFPostdoctoralReporting054","type":"work","title":"Enhanced NSF Postdoctoral Reporting via Synthetic Intelligence Language Processing","url":"/works/Friedman2023EnhancedNSFPostdoctoralReporting054.html","external_url":"https://doi.org/10.5281/zenodo.10160656","full_text_url":"/papers/2023_NSFReporting/full_text.md","summary":"This report presents an approach for enhancing postdoctoral reporting at the National Science Foundation (NSF) using generative intelligence systems. The proposed system integrates updatable profiles, intelligent process","year":2023,"domain":"Computational","tags":["Paper","Computational","bibliography","NSF reporting","postdoctoral research","synthetic intelligence","automated reporting","research dissemination","prompt engineering"],"content":"Enhanced NSF Postdoctoral Reporting via Synthetic Intelligence Language Processing Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.10160656 Friedman2023EnhancedNSFPostdoctoralReporting054 Computational Paper This report presents an approach for enhancing postdoctoral reporting at the National Science Foundation (NSF) using generative intelligence systems. The proposed system integrates updatable profiles, intelligent processing prompts, and a dynamic reporting system to transform how postdocs report their research progress and collaborations. The system's design focuses on operational efficiency, real-time evaluation, and a consistent reporting framework. Implementation strategies include a user-centric interface, robust cyber/cognitive security measures, and adaptive evolution. The goal is to streamline postdoctoral reporting, reduce administrative burdens, and enable more effective monitoring and support of postdoctoral research activities. NSF reporting postdoctoral research synthetic intelligence automated reporting research dissemination prompt engineering Proposes refining NSF postdoctoral reporting with generative intelligence systems to improve efficiency and widen dissemination. Proposes updatable postdoc profiles of structured and unstructured data on deliverables, progress, insights and collaborations as the system's input. Proposes using prompt engineering to reformat and standardize submissions without distorting factual content. Proposes a dynamic system generating real-time, evolving reports, which the author expects to reduce administrative demands on postdocs and program managers."},{"id":"work:Friedman2023ExperimentalEntomologyAgeVideo055","type":"work","title":"Experimental Entomology in the Age of Video","url":"/works/Friedman2023ExperimentalEntomologyAgeVideo055.html","external_url":"https://doi.org/10.3791/65002","full_text_url":"/papers/2023_VideoEntomology/full_text.md","summary":"Entomology, the science of insects, has developed over thousands of years of human–insect interactions. As insects exist across essentially all terrestrial surfaces and play various critical ecological roles, theoretical","year":2023,"domain":"Entomology","tags":["Paper","Entomology","bibliography","experimental entomology","protocols","leaf-cutting ant rearing","pollen identification","honey bee histology","agrochemical risk"],"content":"Experimental Entomology in the Age of Video Friedman, Daniel  A. Wexler, Judith R. Alvarado, Sebastian Daniel  A. Friedman Judith R. Wexler Sebastian Alvarado JoVE 10.3791/65002 Friedman2023ExperimentalEntomologyAgeVideo055 Entomology Paper Entomology, the science of insects, has developed over thousands of years of human–insect interactions. As insects exist across essentially all terrestrial surfaces and play various critical ecological roles, theoretical and applied entomology are central research domains for the 21st century and beyond. Recent technological developments, including international accessibility to transparent video creation, are transforming social processes of education, research, and governance. This editorial summarizes the protocols associated with modern entomology and aims to communicate recent methodological developments in entomology in order to facilitate their adoption. experimental entomology protocols leaf-cutting ant rearing pollen identification honey bee histology agrochemical risk The editorial highlights that Topitzhofer et al.'s pollen pipeline relies on passive mesh collection and low-cost visual identification rather than electron microscopy or metabarcoding. It notes that Fine et al. and Nogueira et al. address colony-level scaling challenges for eusocial insect study in different ways: queen fecundity assays and large-scale leaf-cutter rearing. The authors suggest video presentation of methods may increase their adoptability, proficiency, and reproducibility globally. They propose future directions including expanding beyond ants and bees, using ecological databases, and exploring AR, robotics, and cognitive modeling. Editorial synthesis of four JoVE entomology protocol articles — Summarizes four video protocols on Atta ant rearing, honey bee pollen collection, bee tissue histology, and agrochemical effects on queens."},{"id":"work:Friedman2023GeneralizedNotationNotationActive056","type":"work","title":"Generalized Notation Notation for Active Inference Models","url":"/works/Friedman2023GeneralizedNotationNotationActive056.html","external_url":"https://doi.org/10.5281/zenodo.7803327","full_text_url":"/papers/2023_GNN/full_text.md","summary":"This paper introduces Generalized Notation Notation (GNN), a novel approach to generative model representation that facilitates communication, understanding, and application of Active Inference across various domains. GN","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","GNN","Generalized Notation Notation","meta-notation","symbolic systems","notation translation","formal representation","interoperability"],"content":"Generalized Notation Notation for Active Inference Models Smékal, Jakub Friedman, Daniel Ari Jakub Smékal Daniel Ari Friedman Zenodo 10.5281/zenodo.7803327 Friedman2023GeneralizedNotationNotationActive056 Active Inference Paper This paper introduces Generalized Notation Notation (GNN), a novel approach to generative model representation that facilitates communication, understanding, and application of Active Inference across various domains. GNN complements the Active Inference Ontology as a flexible and expressive language for education and modeling, by providing a standardized method for describing cognitive models. In this paper we introduce GNN, and provide a Step-by-Step example of what GNN looks like in practice. We then explore \"the Triple Play\", a pragmatic approach to expressing GNN in linguistic, visual, and executable cognitive models. By situating GNN within the broader context of cognitive modeling and Active Inference, this work aims to bridge and respect the gaps among different modeling settings. The goal of this work is to facilitate interdisciplinary research and application, ultimately promoting the advancement of the field. Github: https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation Coda: https://coda.io/@active-inference-institute/generalized-notation-notation GNN Generalized Notation Notation meta-notation symbolic systems notation translation formal representation interoperability Introduces GNN as a standardized method for describing cognitive models that complements the Active Inference Ontology for education and modeling. Argues GNN's plain-text basis allows rendering into mathematical notation, figures, natural language, pseudocode and executable simulations, and use with regular expressions and LLMs. As pseudocode, GNN does not restrict which programming language or package implements a model, which the authors argue aids backward and forward compatibility. Names future directions: better automatic rendering software, tighter Active Inference Ontology integration, and cadCAD for execution order and parameter sweeps. GNN specification: ASCII model description in Markdown-structured source files — Defines Generalized Notation Notation, which writes Active Inference generative models with ASCII letters and punctuation in a Markdown-style source file. Worked example re-expressing the Smith, Friston & Whyte 2022 step-by-step tutorial — Demonstrates GNN by following the same progressive model-building sequence as the 2022 step-by-step Active Inference tutorial. 'Triple Play' framing: text, graphical, and executable model renderings — Proposes expressing a GNN model across three modalities: text-based models, statistical graphical models, and executable cognitive models.","image_count":3},{"id":"work:Friedman2023GenerativeResearchTeamsActive057","type":"work","title":"Generative Research Teams: Active Inference Compositions for Research and Meta-Science","url":"/works/Friedman2023GenerativeResearchTeamsActive057.html","external_url":"https://doi.org/10.5281/zenodo.8164666","full_text_url":"/papers/2023_GenerativeResearchTeams/full_text.md","summary":"The Generative Research Team (GRT) is a synthesis of human, computational, and informational entities that employs Active Inference, systems engineering, and cognitive security to explore research topics. Roles within th","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Generative Research Team","Active Inference","generative model","cognitive modeling","LLMs","autonomous agents","open science","decentralized science"],"content":"Generative Research Teams: Active Inference Compositions for Research and Meta-Science Friedman, Daniel Smékal, Jakub Daniel Friedman Jakub Smékal Zenodo 10.5281/zenodo.8164666 Friedman2023GenerativeResearchTeamsActive057 Active Inference Paper The Generative Research Team (GRT) is a synthesis of human, computational, and informational entities that employs Active Inference, systems engineering, and cognitive security to explore research topics. Roles within the GRT are modular and composable, allowing for flexible resource and attention allocation. The GRT can be designed to address various areas of concern such as Research, Peer Review, Funding, Communication, Cryptography, and more, using implementations that blend human and computational capacities. Tools like Active Blockference and cadCAD, along with Cognitive Security concepts like Narrative Information Management (NIM) and Verifiable Information Ecosystem (VIE), ensure situational awareness and reliability in research trajectories. Here we provide both a worked and a sketched example of a GRT with specific roles and functions. Through collaborative environments, innovation, resilient architectures, and meta-prompting, the GRT adapts to unexpected changes. Effective communication strategies facilitate wide dissemination of research findings. The primary novel contributions here include the exploration of augmented architectures, the integration of Active Inference as a cognitive kernel into GRTs with shared intelligence, and the application of cognitive models for enhanced research processes. Additionally lists of related work and tools are provided, reflecting some of the contemporary work in this space. In the future, advanced GRT will be able to navigate uncertain landscapes and produce impactful outcomes. Today we are using GRT to study Active Inference; tomorrow we will use Active Inference to study GRT. Generative Research Team Active Inference generative model cognitive modeling LLMs autonomous agents open science decentralized science Active Blockference meta-prompting The authors found it preferable to split browsing/gathering and curation across two agents rather than one agent doing all tasks. In the worked example the agents executed tasks such as literature review on active inference, summarizing key points, and preparing a report; the authors note the approach is currently limited. Proposes that GRT roles be flexible: any role may be non-existent, singular, plural, or autonomous (e.g. DeSci DAOs). Cognitive security concepts (NIM, VIE) are currently integrated only via meta-prompts, with fuller implementation left to future work. States the primary contributions as augmented architectures, Active Inference as a cognitive kernel in GRTs, and cognitive models for research processes. Two-agent AutoGPT literature-review GRT (Professor Karl, RA Joe) — A worked example built on open-source AutoGPT runs two LLM agents that forage for Active Inference literature and write a report. Shared-folder file protocol for asynchronous agent coordination — Agents communicated through text files (project description, requests.txt, research_data.txt, report.txt) in a shared folder. LangChain tools with FAISS vector memory per agent — Setup code gives each agent file read/write, CSV and webpage-QA tools (plus DuckDuckGo search for the assistant) and FAISS-backed OpenAI-embedding memory. Sketched eight-role GRT for a project proposal using AEOS — A larger GRT is sketched with roles such as Research Director, Statistical Modeler and Grant Forager, using AEOS Active/Informational Entities. Active Blockference and cadCAD as implementation layer — GRT work is hosted in Active Blockference, which combines Active Inference modeling with the cadCAD complex systems framework.","image_count":1},{"id":"work:Friedman2023AntsAging058","type":"work","title":"Of Ants & Aging","url":"/works/Friedman2023AntsAging058.html","external_url":"https://doi.org/10.5281/zenodo.7855581","full_text_url":"/papers/2023_AntsAging/full_text.md","summary":"A presentation exploring the relationship between social organization and aging in ant colonies, titled 'Of Ants & Aging.' The work examines the paradox of lifespan variation across castes in social insects, where queens","year":2023,"domain":"Media & Teaching","tags":["Presentation","Media & Teaching","bibliography","ants","aging","senescence","lifespan","caste","queen longevity","social insects","evolutionary biology"],"content":"Of Ants & Aging Friedman, Daniel Ari Daniel Ari Friedman Presentation 10.5281/zenodo.7855581 Friedman2023AntsAging058 Media & Teaching Presentation A presentation exploring the relationship between social organization and aging in ant colonies, titled 'Of Ants & Aging.' The work examines the paradox of lifespan variation across castes in social insects, where queens can live decades while workers live weeks to months. It connects ant aging biology to broader questions about the evolution of senescence and the role of social structure in shaping longevity. ants aging senescence lifespan caste queen longevity social insects evolutionary biology The speaker distinguishes age (clock time elapsed) from aging (a process and embodied outcome linked to species-specific phenotypes and disease/death risk), stating the definition is not normative. The slides note that some ant species have colonies that do not age, possibly via asexual or intra-nest sexual reproduction. On the utility of aging, the talk suggests one shared answer for ants and humans may be that there is no specific utility, only an order-vs-disorder tradeoff. At nestmate scale, the speaker proposes turnover of damaged nestmate bodies may be favorable, favoring aging processes at that scale. Tinbergen's four questions applied to ant and human aging — The talk organizes its question of why aging occurs around Tinbergen's 4 Questions, comparing ants (nestmate and colony scales) with humans. Decayed-house example illustrating four kinds of explanation — A worked example explains why a house is decayed in developmental, material, functional and deep-time terms before applying the scheme to aging. Insulin signaling as a focal example of aging mechanism — Mechanism discussion is restricted to insulin signaling, drawing on cited work such as Yan et al. 2022 on long-lived reproductive ant castes. Kin selection vs. multi-level selection distilled from a prior stream — The evolutionary account is limited to kin selection and multi-level selection, presented as a distillation of ActInf PaperStream #001.0.","image_count":73},{"id":"work:Friedman2023OpenAccessScienceNeeds059","type":"work","title":"Open Access science needs Open Science Sensemaking (OSSm)","url":"/works/Friedman2023OpenAccessScienceNeeds059.html","external_url":"https://doi.org/10.31222/osf.io/9nb3u","full_text_url":"/papers/2023_OpenScienceSensemaking/full_text.md","summary":"While open access publishing broadens access to research products, making sense of volumes of new information is increasingly acute. We contend that open access to diverse sources of scientific sensemaking data is essent","year":2023,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","OSSm","Open Science Sensemaking","scientific sensemaking","annotation networks","open access","decentralized","information overload"],"content":"Open Access science needs Open Science Sensemaking (OSSm) Tamari, Ronen Friedman, Daniel Ronen Tamari Daniel Friedman MetaArXiv 10.31222/osf.io/9nb3u Friedman2023OpenAccessScienceNeeds059 Cognitive Security Paper While open access publishing broadens access to research products, making sense of volumes of new information is increasingly acute. We contend that open access to diverse sources of scientific sensemaking data is essential. We propose Open Science Sensemaking (OSSm)—an interoperable decentralized annotation network enabling researchers to share sensemaking data including annotations, tags, ratings, and behavioral traces. OSSm Open Science Sensemaking scientific sensemaking annotation networks open access decentralized information overload Contends that frictions in scientific sensemaking arise from deficiencies in open access to diverse sensemaking data such as annotations and usage traces. Proposes that sensemaking data be included in open science, published under FAIR principles, and embedded in stigmergic annotation networks. Argues that FAIR publishing alone is insufficient for sensemaking, which also needs personalizable algorithmic ranking and distribution. Observes that sensemaking data are being enclosed, noting that most scientific social bookmarking platforms and reference managers were bought by large publishers. Application of the FAIR data principles to scientific sensemaking data — Works through what Findable, Accessible, Interoperable and Re-usable would mean for annotations, ratings and bookmarks. Design of the Open Science Sensemaking Graph with three node types — Specifies a public knowledge graph of actors (SenseMakers), content (URLs) and stigmergic markers, starting from social bookmarking. Protocol-based, Murmurations-inspired four-module network architecture — Outlines decentralized storage (e.g. Solid pods, IPFS), indexing/querying, content discovery services and user-facing apps. Minimum viable implementation sketch: bookmarking app and rating aggregator — Proposes a reference bookmarking app and a Goodreads-like review/rating aggregator, with collaborative filtering for recommendation.","image_count":3},{"id":"work:Friedman2023PostdocReview20202023060","type":"work","title":"Postdoc review (2020–2023)","url":"/works/Friedman2023PostdocReview20202023060.html","external_url":"https://doi.org/10.5281/zenodo.8377987","full_text_url":"/papers/2023_PostdocReview/full_text.md","summary":"A comprehensive review of Daniel Friedman's 2020-2023 postdoctoral research structured around six working areas: (a) Biology, (b) Entomology, (c) Active Inference, (d) Cognitive Security, (e) Meta-Science, and (f) Philos","year":2023,"domain":"Media & Teaching","tags":["Presentation","Media & Teaching","bibliography","postdoctoral review","research portfolio","Active Inference","entomology","cognitive security","meta-science","philosophy","biology"],"content":"Postdoc review (2020–2023) Friedman, Daniel Ari Daniel Ari Friedman Presentation 10.5281/zenodo.8377987 Friedman2023PostdocReview20202023060 Media & Teaching Presentation A comprehensive review of Daniel Friedman's 2020-2023 postdoctoral research structured around six working areas: (a) Biology, (b) Entomology, (c) Active Inference, (d) Cognitive Security, (e) Meta-Science, and (f) Philosophy & Arts. The presentation covers research contributions, collaborations, publications, and future directions across these domains, demonstrating the interdisciplinary breadth of the postdoctoral research program. postdoctoral review research portfolio Active Inference entomology cognitive security meta-science philosophy biology interdisciplinary research The review frames the period as an NSF Postdoctoral Research Fellowship in Biology (award 2010290), October 2020 to October 2023. The deck reports 375+ Active Inference livestreams over 2020-2023, with transcripts at the Active Inference Journal, as part of the Active Inference Institute ecosystem work. It highlights Active Inferants (2021) as the first Active Inference model of stigmergic collective behavior and an extensible framework for ant behavior. Beyond research, it reports 230 total drawing livestreams (about 150 in the last three years), plus Synergetics and PaperStreams on a personal channel. Review structured by six working areas — The slide deck organizes 2020-2023 postdoc outputs into Biology, Entomology, Active Inference, Cognitive Security, Meta-Science, and Philosophy & Arts. GPT-4 (via Perplexity.ai) per-paper summaries — Each paper was uploaded to GPT-4 via Perplexity.ai with a fixed prompt asking for Context, Contributions, and Implications paragraphs, shown on a Coda website. Overview followed by 10 highlighted works — After an overview of all works, the talk presents 10 highlights sorted by working area rather than by relevance.","image_count":126},{"id":"work:Friedman2023ActiveInferenceInstituteActive061","type":"work","title":"The Active Inference Institute and Active Inference Ecosystem (v1)","url":"/works/Friedman2023ActiveInferenceInstituteActive061.html","external_url":"https://doi.org/10.5281/zenodo.8266280","full_text_url":"/papers/2023_AII_v1/full_text.md","summary":"This document briefly surveys the current state of the Active Inference Institute and Active Inference Ecosystem, and outlines our future directions. It will be versioned as a living representation (both cyclic and updat","year":2023,"domain":"AII Ecosystem","tags":["Paper","AII Ecosystem","bibliography","Active Inference Institute","open science","research organization","Free Energy Principle","community building"],"content":"The Active Inference Institute and Active Inference Ecosystem (v1) Institute, Active Inference Aguirre, Ander Boik, John Burian, Libor Brown, Matthew Cordes, RJ David, Scott Douglass, David S Fernandez-Maquieira, Pablo Friedman, Daniel A Grimm, Holly Guénin–Carlut, Avel Iennaco, Maria Luiza Knight, V Bleu Mikhailova, Alexandra Rahmjoo, Ali Razi, Adeel Smékal, Jakub Tamari, Ronen Tickles, Dean Vyatkin, Alex Active Inference Institute Ander Aguirre John Boik Libor Burian Matthew Brown RJ Cordes Scott David David S Douglass Pablo Fernandez-Maquieira Daniel A Friedman Holly Grimm Avel Guénin–Carlut Maria Luiza Iennaco V Bleu Knight Alexandra Mikhailova Ali Rahmjoo Adeel Razi Jakub Smékal Ronen Tamari Dean Tickles Alex Vyatkin Zenodo 10.5281/zenodo.8266280 Friedman2023ActiveInferenceInstituteActive061 AII Ecosystem Paper This document briefly surveys the current state of the Active Inference Institute and Active Inference Ecosystem, and outlines our future directions. It will be versioned as a living representation (both cyclic and updating) of ecosystems both general and local, describing the past, present, and future actions of the Active Inference Institute. Active Inference Institute open science research organization Free Energy Principle community building The Institute traces its origin to a 2020 co-founder collaboration, the ActInfLab formed in 2021, and its 2022 transition into a Delaware non-profit. The document reports that in 2022 there were 103 PubMed citations for \"Active Inference\" out of 1,772,674 publications. The authors state the Institute has hosted or facilitated hundreds of open-source licensed products serving Awareness, Education, Commons, Support and Governance. The authors identify key challenges including onboarding, tool usability, scalability of support functions, communications, and administrative and financial support. The authors describe choosing an 'open' ecosystem approach over a closed, laboratory-centric one that might have siloed Active Inference academically. Versioned living-document survey of the Institute and Ecosystem — Surveys the Institute's current state and future directions in a document meant to be versioned and updated over time. PubMed citation-share trend for \"Active Inference\" (2006-July 2023) — Plots the proportion of PubMed citations per 100,000 publications for \"Active Inference\" to illustrate growth of the field. Keyword scrape of affiliations in the Institute's livestream roster — Scrapes affiliation keywords from people who appeared or were invited on livestreams, acknowledged as a partial sample. Three-scale evaluation plan: participant, Institute, Ecosystem — Proposes evaluation of quality, performance and growth at three scales, using metrics such as surveys, commits, and course completion.","image_count":48},{"id":"work:Friedman2023P3IFPropertiesProcessesPerspectives062","type":"work","title":"The P3IF: Properties, Processes, and Perspectives Inter-Framework","url":"/works/Friedman2023P3IFPropertiesProcessesPerspectives062.html","external_url":"https://doi.org/10.5281/zenodo.10034511","full_text_url":"/papers/2023_P3IF/full_text.md","summary":"Requirements engineering frameworks have historically been developed in the context of cybersecurity and have tended to focus almost exclusively on the technical and operational aspects of data security. Now, however, fr","year":2023,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","P3IF","information risk","cognitive security","interdisciplinary frameworks","requirements management","DHS","health security"],"content":"The P3IF: Properties, Processes, and Perspectives Inter-Framework Wilkinson, Thomas M. Cordes, RJ David, Scott Friedman, Daniel Ari Thomas M. Wilkinson RJ Cordes Scott David Daniel Ari Friedman Zenodo 10.5281/zenodo.10034511 Friedman2023P3IFPropertiesProcessesPerspectives062 Cognitive Security Paper Requirements engineering frameworks have historically been developed in the context of cybersecurity and have tended to focus almost exclusively on the technical and operational aspects of data security. Now, however, frameworks are being stretched to support interdisciplinary and multiorganizational information systems, requirements, and risks, securing downstream processes such as data analytics and balancing cross-domain priorities and perspectives. In this paper, we (i) explore the purpose of frameworks and their function in facilitating requirements engineering in information systems, (ii) perform an analysis of the relationships and lineages of common frameworks in professional use today, and (iii) propose the Properties, Processes, and Perspectives Inter-Framework (P3IF). P3IF enables flexible requirements engineering for complex information systems by providing a modular abstraction layer between existing frameworks, extending their value without replacing them. Factors from frameworks used across disparate domains are multiplexed to harmonize vocabularies and narratives across different organizations and needs, to create new approaches to managing information risk, and to enhance the cognitive security of decisions-makers by expanding security considerations beyond cybersecurity to include the entire information pipeline from sourcing to semantics. P3IF information risk cognitive security interdisciplinary frameworks requirements management DHS health security All dimensions and attributes of the examined frameworks fit into one of three emergent categories: Properties, Processes, or Perspectives. Derivative frameworks tend to be released as standalone replacements and are generally not backwards compatible. The more expansive multi-factor frameworks were the most difficult to document due to inconsistent documentation, variable proliferation and visualization limits. The paper proposes P3IF, a modular abstraction layer between existing frameworks that extends rather than replaces them. The authors state the analysis is not an exhaustive or systematic meta-analysis but an initial snapshot of a sample of frameworks. Snowball citation-tracking review of combinatorial requirements frameworks — Starting from well-known frameworks (CIA triad, McCumber Cube, DoDAF), manual citation tracking identified antecedent and derived frameworks; 41 were included as of August 2023. Coda.io knowledge base and UI for framework collection — Built a front-end UI and knowledge management system on the low-code Coda.io platform to store bibliographic, visual and textual aspects of each framework. Phylo-memetic lineage trees of framework clades — Parent/child relationships from citation histories and direct references were arranged into phylogenetic-type trees grouping frameworks into seven context clades. Sorting framework dimensions into Properties, Processes, Perspectives — Dimensions and attributes of the collected frameworks were categorized into three general categories that form the basis of the proposed P3IF.","image_count":15},{"id":"work:Friedman2023CommentOrNotComment063","type":"work","title":"To comment or not to comment, that is the question!","url":"/works/Friedman2023CommentOrNotComment063.html","external_url":"https://doi.org/10.1016/j.plrev.2023.06.002","full_text_url":"","summary":"Paper · Physics of Life Reviews · Genetics & Biomedical","year":2023,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography"],"content":"To comment or not to comment, that is the question! Tickles, Dean Friedman, Daniel Dean Tickles Daniel Friedman Physics of Life Reviews 10.1016/j.plrev.2023.06.002 Friedman2023CommentOrNotComment063 Genetics & Biomedical Paper"},{"id":"work:Friedman2023TranscriptChrisFieldsPhysics064","type":"work","title":"Transcript of Chris Fields, \"Physics as Information Processing\" course","url":"/works/Friedman2023TranscriptChrisFieldsPhysics064.html","external_url":"https://doi.org/10.5281/zenodo.10447642","full_text_url":"","summary":"Course · Zenodo · Media & Teaching","year":2023,"domain":"Media & Teaching","tags":["Course","Media & Teaching","bibliography"],"content":"Transcript of Chris Fields, \"Physics as Information Processing\" course Fields, Chris Aguirre, Ander Friedman, Daniel Ari Balzan, Francesco Berger, Ross Draguta, David Guénin-Carlut, Avel Hurtado, Ana Magdelena Knight, V. Bleu Koles, Kate Neophytou, Haris Prior, Corby Tickles, Dean Tennant, Ian Tolchinsky, Alexey Active Inference Institute Chris Fields Ander Aguirre Daniel Ari Friedman Francesco Balzan Ross Berger David Draguta Avel Guénin-Carlut Ana Magdelena Hurtado V. Bleu Knight Kate Koles Haris Neophytou Corby Prior Dean Tickles Ian Tennant Alexey Tolchinsky Zenodo 10.5281/zenodo.10447642 Friedman2023TranscriptChrisFieldsPhysics064 Media & Teaching Course"},{"id":"work:Friedman2023WilliamBlakeBuckminsterFuller065","type":"work","title":"William Blake & Buckminster Fuller: Lives in Juxtaposition","url":"/works/Friedman2023WilliamBlakeBuckminsterFuller065.html","external_url":"https://doi.org/10.5281/zenodo.7514367","full_text_url":"/papers/2023_BlakeFuller/full_text.md","summary":"A presentation for '52 Living Ideas' comparing the lives and works of William Blake and Buckminster Fuller in juxtaposition. The study in comprehensivity explores structural parallels between Blake's prophetic vision and","year":2023,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","William Blake","Buckminster Fuller","comprehensivity","design science","prophetic vision","art-science synthesis","52 Living Ideas","juxtaposition"],"content":"William Blake & Buckminster Fuller: Lives in Juxtaposition Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.7514367 Friedman2023WilliamBlakeBuckminsterFuller065 Art & Synergetics Paper A presentation for '52 Living Ideas' comparing the lives and works of William Blake and Buckminster Fuller in juxtaposition. The study in comprehensivity explores structural parallels between Blake's prophetic vision and Fuller's design science, identifying convergences in their approaches to creativity, systems thinking, and human potential. Both figures challenged conventional boundaries between disciplines and proposed integrative frameworks for understanding reality. William Blake Buckminster Fuller comprehensivity design science prophetic vision art-science synthesis 52 Living Ideas juxtaposition The author concludes there are complex similarities, divergences and resonances between Blake and Fuller, open to multiple perspectives. The deck proposes both used logical paradigms distinguishing Negation (not-A) from Contradiction (complement-to-A). The deck suggests both find resonance with modern trends including 4EA cognitive science and Active Inference. Slide-by-slide juxtaposition of Blake and Fuller images and texts — Each slide places images and texts related to Blake alongside those related to Fuller to surface concordances, points of contact and provocative connections. Thematic comparison across topics (symmetry, fourfold vision, faith, etc.) — The deck is organized into themed pages such as Life & Times, Symmetries, Four-fold Vision, Negations & Contradictions, World-View and Faith. Quotation of primary sources (Blake's plates; Fuller's Synergetics) — Quotes primary texts such as Jerusalem and The Marriage of Heaven and Hell for Blake and numbered Synergetics passages for Fuller.","image_count":117},{"id":"work:Friedman2022ActiveInferenceOntologyDecentralized066","type":"work","title":"An Active Inference Ontology for Decentralized Science","url":"/works/Friedman2022ActiveInferenceOntologyDecentralized066.html","external_url":"https://doi.org/10.5281/zenodo.6320574","full_text_url":"/papers/2022_ActiveInferenceOntology/full_text.md","summary":"In this work, we examine science from the vantage points of blockchain technology and its connection to decentralized science (DeSci). We consider science as a collective process using Active Inference, an integrative fr","year":2022,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Active Inference Ontology","knowledge graph","Free Energy Principle","ontology development","SUMO","knowledge representation","open science"],"content":"An Active Inference Ontology for Decentralized Science Friedman, Daniel Applegate-Swanson, Shaun Balbuena, Jessica Angeli Choudhury, Arhan Cordes, RJ El Damaty, Shady Guénin—Carlut, Avel Knight, V. Bleu Metelkin, Ivan Shrivastava, Siddhant Singh, Amit Kumar Smékal, Jakub Caleb, Tuttle. Vyatkin, Alexander Daniel Friedman Shaun Applegate-Swanson Jessica Angeli Balbuena Arhan Choudhury RJ Cordes Shady El Damaty Avel Guénin—Carlut V. Bleu Knight Ivan Metelkin Siddhant Shrivastava Amit Kumar Singh Jakub Smékal Tuttle. Caleb Alexander Vyatkin Zenodo 10.5281/zenodo.6320574 Friedman2022ActiveInferenceOntologyDecentralized066 Active Inference Paper In this work, we examine science from the vantage points of blockchain technology and its connection to decentralized science (DeSci). We consider science as a collective process using Active Inference, an integrative framework that models the cognitive processes of perception, planning, and action selection in terms of Bayesian probabilities and updating. We present the Active Entity Ontology for Science ( AEOS , available at coda.io/@active-inference-institute/active-entity-ontology-for-science-aeos ) as a composable and versionable system for modeling various science systems, using the Active Inference entity partitioning. Such DeSci systems are considered from the perspective of BOLTS (Business, Operations, Legal, Technical, Social). Further steps for developing and utilizing AEOS in the context of scientific ecosystems are provided. Active Inference Ontology knowledge graph Free Energy Principle ontology development SUMO knowledge representation open science The paper presents AEOS as a composable, versionable system for modeling science systems using Active Inference entity partitioning. AEOS defines two entity classes: Active epistemic entities that select policies and enact affordances, and Informational entities that hold information and are acted upon. The authors argue that a DeSci stance can aid governance of scientific knowledge as an epistemic common good by providing incentive and opportunity to build integrated understanding. They identify a major limitation of Web3 tokenization: giving tokens real-world value makes them vulnerable to speculative investment and hoarding. Stated next steps include Active Inference models in cadCAD via the Active Blockference package and a DeSciCAD graphical interface for using AEOS in ecosystem design. Active Inference modeling of centralized (CeSci) vs decentralized (DeSci) science — Used the Active Inference framework to model similarities and differences between Decentralized Science and Centralized Science as collective epistemic processes. Construction of the Active Entity Ontology for Science (AEOS) — Built an entity-oriented, versionable ontology (hosted on Coda) whose entities use the Markov-blanket partition into internal, sense and active states. Example CeSci/DeSci entity-interaction motifs across areas of concern — Drafted motifs (funding, communication, cryptographic relationship, scientific review, research, publishing) as natural-language sentences and graphical AEOS diagrams. Qualitative BOLTS analysis using the Active Inference Conflict Model — Framed integration of DeSci into CeSci across business, operations, legal, technical and social surfaces, using bar-code adoption as a worked example.","image_count":8},{"id":"work:Friedman2022CatechismTowardsActiveDiffusion067","type":"work","title":"Catechism for Towards Active Diffusion","url":"/works/Friedman2022CatechismTowardsActiveDiffusion067.html","external_url":"https://doi.org/10.5281/zenodo.7443847","full_text_url":"/papers/2022_ActiveDiffusion/full_text.md","summary":"This document is a call for participation in the initiative \"Towards Active Diffusion: A Tale of Multiple (den)Cities\" (2023-AD). The work will characterize mathematical formalisms and computational applications of Activ","year":2022,"domain":"AII Ecosystem","tags":["Paper","AII Ecosystem","bibliography","Active Diffusion","diffusion models","Active Inference","generative AI","probabilistic modeling","free energy minimization"],"content":"Catechism for Towards Active Diffusion Smékal, Jakub Friedman, Daniel Jakub Smékal Daniel Friedman Zenodo 10.5281/zenodo.7443847 Friedman2022CatechismTowardsActiveDiffusion067 AII Ecosystem Paper This document is a call for participation in the initiative \"Towards Active Diffusion: A Tale of Multiple (den)Cities\" (2023-AD). The work will characterize mathematical formalisms and computational applications of Active Inference and Diffusion Models, and explore relevant applications. Active Diffusion diffusion models Active Inference generative AI probabilistic modeling free energy minimization The document states the 2023-AD mission: characterizing mathematical formalisms and computational applications of Active Inference and Diffusion Models. It identifies shared ground between ActInf and DMs, including that both draw on stochastic thermodynamics for their internal representations. It proposes that LDMs' compression of high-dimensional input into latent representations is analogous to how ActInf agents encode beliefs about their environment. Proposed theoretical analysis of formal relations between ActInf and diffusion models — The catechism plans (for 2023) an analytical paper and literature review comparing Latent Diffusion Models with belief propagation in Active Inference. Proposed integration of diffusion models into the Active Inference formalism — Planned applied work: build on existing implementations and design experiments testing DMs as learned representations within the action-perception loop. Proposed cadCAD-based multi-agent work extending Active Blockference — Plans to use the cadCAD complex adaptive dynamics package for cognitive ecosystem design and to extend the Active Blockference package."},{"id":"work:Friedman2022FromUsersSenseMakers068","type":"work","title":"From Users to (Sense)Makers: On the Pivotal Role of Stigmergic Social Annotation in the Quest for Collective Sensemaking","url":"/works/Friedman2022FromUsersSenseMakers068.html","external_url":"https://doi.org/10.48550/arXiv.2205.06345","full_text_url":"/papers/2022_StigmergicAnnotation/full_text.md","summary":"We argue that centralized platforms are a main source of epistemic pollution online, and propose Open Source Attention—a socio-technical framework for freeing human attention from platform control through a decentralized","year":2022,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","stigmergic annotation","open source attention","collective sensemaking","epistemic pollution","decentralized platforms","social annotation","digital attention"],"content":"From Users to (Sense)Makers: On the Pivotal Role of Stigmergic Social Annotation in the Quest for Collective Sensemaking Tamari, Ronen Friedman, Daniel Fischer, William Hebert, Lauren Shahaf, Dafna Ronen Tamari Daniel Friedman William Fischer Lauren Hebert Dafna Shahaf Hypertext '22 10.48550/arXiv.2205.06345 Friedman2022FromUsersSenseMakers068 Cognitive Security Paper We argue that centralized platforms are a main source of epistemic pollution online, and propose Open Source Attention—a socio-technical framework for freeing human attention from platform control through a decentralized ecosystem for creating, storing, and querying stigmergic markers: the digital traces of human attention. We frame social annotation as a collective sensemaking tool that can restore epistemic health to online environments. stigmergic annotation open source attention collective sensemaking epistemic pollution decentralized platforms social annotation digital attention The authors argue that centralized platforms are a main source of epistemic pollution and that healthier environments require redesigning how attention is collectively governed. They propose Open Source Attention, a framework for a decentralized ecosystem for creating, storing and querying stigmergic markers as digital traces of attention. OSA aims to 'free' stigmergic markers starting from basic hypertext primitives: likes, bi-directional links, span highlighting, tags/bookmarks, and textual annotation. The authors suggest existing personal knowledge management tools could be bootstrapped toward collective knowledge management via interoperable protocols and storage for stigmergic primitives. Stigmergic-cognition lens: sematectonic stigmergy vs stigmergic markers — Frames online sensemaking using the distinction between content-altering sematectonic stigmergy and signalling stigmergic markers such as likes, annotations and links. Three-element architecture for a maker-centered ecology — Specifies the proposed ecosystem as annotation tools, self-sovereign storage, and content discovery services, contrasted with a platform-centric loop (Fig. 1). Comparison with the Solid ecosystem and dokieli annotation client — Positions the proposal against Solid and dokieli as the closest existing decentralization efforts and notes their limitations."},{"id":"work:Friedman2022FreeWillOrLack069","type":"work","title":"On free will or the lack thereof (interview with Robert Sapolsky)","url":"/works/Friedman2022FreeWillOrLack069.html","external_url":"https://doi.org/10.5281/zenodo.7394900","full_text_url":"/papers/2022_FreeWillSapolsky/full_text.md","summary":"In this interview, Robert Sapolsky outlines his view on Free Will and related topics. The discussion anticipates his upcoming book Determined: The Science of Life Without Free Will. Various topics are covered at the inte","year":2022,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography","free will","determinism","Robert Sapolsky","neuroscience","behavioral genetics","philosophy","consciousness","moral philosophy"],"content":"On free will or the lack thereof (interview with Robert Sapolsky) Sapolsky, Robert Mikhailova, Alexandra Friedman, Daniel Robert Sapolsky Alexandra Mikhailova Daniel Friedman ALIUS Bulletin 10.5281/zenodo.7394900 Friedman2022FreeWillOrLack069 Genetics & Biomedical Paper In this interview, Robert Sapolsky outlines his view on Free Will and related topics. The discussion anticipates his upcoming book Determined: The Science of Life Without Free Will. Various topics are covered at the intersection of neuroscience with philosophy, education, and the criminal justice system. free will determinism Robert Sapolsky neuroscience behavioral genetics philosophy consciousness moral philosophy Sapolsky states he is fully convinced humans have no free will, a view he says he has held since adolescence. Sapolsky argues that our conscious sense of agency is usually a post-hoc attribution. Responding to claims that disbelief in free will increases cheating, Sapolsky says those studies have not been replicated and that people already disbelieving are not less ethical. Sapolsky cites roughly a 35% rise in likelihood of serious anti-social behavior with each increase in childhood adversity, arguing group-level science bears on legal responsibility. Sapolsky says a key lesson to teach researchers is the very limited usefulness of reductionism, given chaos and emergent complexity. Written Q&A interview of Robert Sapolsky by Mikhailova and Friedman — The interviewers pose questions on free will, consciousness, law, and education; Sapolsky answers in prose, anticipating his book Determined. Questions seeded from Sapolsky's prior podcast appearances — The opening question picks up statements Sapolsky made on the Huberman, Here We Are, and Freakonomics Radio podcasts."},{"id":"work:Friedman2022PredictiveProcessingInterpretationMirror070","type":"work","title":"Predictive Processing Interpretation of the Mirror Test","url":"/works/Friedman2022PredictiveProcessingInterpretationMirror070.html","external_url":"https://doi.org/10.5281/zenodo.7377255","full_text_url":"/papers/2022_MirrorTest/full_text.md","summary":"The \"mirror test\" has been used as a behavioral measure of mirror self-recognition for a variety of species. In this article we apply a predictive processing interpretation to the results of the mirror test in order to o","year":2022,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","mirror test","predictive processing","self-recognition","reflection prediction","Active Inference","self-awareness","prediction error"],"content":"Predictive Processing Interpretation of the Mirror Test O'Connor, Sean Friedman, Daniel Ari Sean O'Connor Daniel Ari Friedman Zenodo 10.5281/zenodo.7377255 Friedman2022PredictiveProcessingInterpretationMirror070 Art & Synergetics Paper The \"mirror test\" has been used as a behavioral measure of mirror self-recognition for a variety of species. In this article we apply a predictive processing interpretation to the results of the mirror test in order to offer a novel perspective with which to understand mirror self-recognition and self-directed behavior. Furthermore, we hypothesize that a “reflection prediction”, upon which our predictive processing interpretation of the mirror test is built, may also offer a novel perspective to understand how humans locate themselves relative to a mirror, imitate others, and are self-aware from a social perspective. As we show that a reflection prediction may help to explain how these traits may emerge in human cognition, we also point out that atypical reflection predictions or atypical use of a reflection prediction may help to explain instances where these traits are atypical in certain individuals. mirror test predictive processing self-recognition reflection prediction Active Inference self-awareness prediction error The authors propose mirror self-recognition results from sensory attenuation when a reflection is predicted, and mark-directed behavior is active inference to correct reflection prediction errors. They argue species that learn to ignore their reflection, not only those showing self-directed behavior, may be capable of mirror self-recognition. They argue the mirror test measures self-directed behavior rather than mirror self-recognition. They hypothesize that self-directed behavior reflects whether a species faced selection pressure for active inference in front of reflective surfaces, citing the cleaner wrasse. They argue a reflection prediction may also support mirror proprioception, imitation and self-awareness, and its errors may relate to atypical forms of these traits; they call the paper largely speculative. Predictive processing reinterpretation of published mirror-test results — Applies the predictive processing framework (perceptual inference, active inference, sensory attenuation) to interpret prior mirror-test findings across species. 'Reflection prediction' construct built on Apps and Tsakiris — Defines a reflection prediction as optimized high-level priors about one's own visual reflection, following Apps and Tsakiris's free-energy self account. Hypothetical error analysis compared against observed symptoms — Considers possible reflection prediction errors, their effects and corrections, then compares these with symptoms reported in the literature (summarized in Table 1)."},{"id":"work:Friedman2022StructuringInformationCommonsOpen071","type":"work","title":"Structuring the Information Commons: Open Standards and Cognitive Security","url":"/works/Friedman2022StructuringInformationCommonsOpen071.html","external_url":"https://cogsec.org","full_text_url":"/papers/2022_InformationCommons/full_text.md","summary":"An edited volume examining open standards and cognitive security for structuring the information commons. The book addresses how information ecosystems can be designed to promote trust, transparency, and collective sense","year":2022,"domain":"Cognitive Security","tags":["Book","Cognitive Security","bibliography","information commons","cognitive security","open standards","trust","governance","decentralized systems","information integrity","collective sensemaking"],"content":"Structuring the Information Commons: Open Standards and Cognitive Security David, Scott Cordes, R.J. Friedman, Daniel A. Scott David R.J. Cordes Daniel A. Friedman COGSEC.org Friedman2022StructuringInformationCommonsOpen071 Cognitive Security Book An edited volume examining open standards and cognitive security for structuring the information commons. The book addresses how information ecosystems can be designed to promote trust, transparency, and collective sensemaking through open standards, decentralized governance, and cognitive security principles. information commons cognitive security open standards trust governance decentralized systems information integrity collective sensemaking The editors suggest focusing on shared context and meaning as a key element of co-managing the information commons, broadening attention from data security to context sharing. The editors argue that declining trust online, viewed as a market with growing pains, is a new instance of an old problem traditionally solved by shared exchange protocols and local rule-setting. Chapter I (Cordes et al.) proposes Narrative Information Management as a unifying term and framework for the features and challenges of collective sensemaking. Chapter V applies Active Inference to model conflict as multiscale processes of communication, trust, and relationship management among agents. Chapter XI presents a design document for TrustFinder, a sociotechnical system for clearinghouses of granular, modular information products. Edited volume of eleven chapters from the VIE program's first year — Collects all work submitted and approved through the UW APL VIE program during Phase 1 of NSF Convergence Accelerator Track F (2021), ordered by submission. Catechism-based project management across participating teams — The program coordinated contributing teams using question-based, versionable project documentation adapted from DARPA practice. Framing the information environment as a proto-market needing exchange protocols — The program treated online information as a proto-market and aimed to lay foundations for Verified Information Exchange environments (VIEs). Expert discussions and interviews feeding market-maturity and design chapters — Chapters such as 'Elements Related to Maturity of Function in Markets' and 'TrustFinder' synthesize program discussions and interviews with experts.","image_count":66},{"id":"work:Friedman2022SystemsModelingCognitiveAudits072","type":"work","title":"Systems Modeling and Cognitive Audits for Hypercert Ecosystems","url":"/works/Friedman2022SystemsModelingCognitiveAudits072.html","external_url":"https://doi.org/10.5281/zenodo.7626768","full_text_url":"/papers/2022_HypercertEcosystems/full_text.md","summary":"On August 24th 2022, Holke Brammer of Protocol Labs released a blog “Hypercerts: A new primitive for public goods funding” describing how “Hypercerts” could be used for Decentralized Science (DeSci). With collaborators a","year":2022,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","Hypercerts","DeSci","decentralized science","Active Blockference","AEOS","cognitive audits","public goods funding","systems modeling"],"content":"Systems Modeling and Cognitive Audits for Hypercert Ecosystems Smékal, Jakub Friedman, Daniel Ari Jakub Smékal Daniel Ari Friedman Zenodo 10.5281/zenodo.7626768 Friedman2022SystemsModelingCognitiveAudits072 Cognitive Security Paper On August 24th 2022, Holke Brammer of Protocol Labs released a blog “Hypercerts: A new primitive for public goods funding” describing how “Hypercerts” could be used for Decentralized Science (DeSci). With collaborators at the Active Inference Institute, we have been developing frameworks and tools for applied Active Inference, in the context of Remote Teams & DeSci, specifically highlighting the intersection of Active Inference and Systems Engineering as realized in our open source package Active Blockference. Our 2022 DeSci paper introduced an Active Entity Ontology for Science (AEOS), which describes how entities of different types develop and interact within and across system scales (e.g. two people communicating, within a DAO that scaffolds scientific peer review, that is paid via funding from a research agency). We aim to develop the Hypercert ecosystem towards flexibility, utility, and maturity by creating an AEOS specification, and Active Blockference implementation, for Hypercerts. We aim to develop the tooling, use cases (case studies), and educational resources that enable a cognitive audit of Hypercert protocols. The addition of this cognitive layer into the Hypercert development stack will facilitate trust and reliability, thus maximizing the value of projects. This AEOS implementation would enable anticipatory design and realtime analysis of Hypercert ecosystems, at the granularity required for high-reliability systems design. Such an implementation may build on intuition, by demonstrating areas where Hypercerts may be superior to other funding mechanisms, as well as areas where it may not be effective. Hypercerts DeSci decentralized science Active Blockference AEOS cognitive audits public goods funding systems modeling The proposal identifies limitations in DeSci systems design, including ad hoc flowcharts with informal ontologies and a lack of engineering-grade standards. It argues agent-based methods are needed to move design from bulk or mean-field approaches to the granularity of single actions by particular entities. It lays out tentative milestones beginning with entity model construction within 4 months of funding, budgeted at $20,000. The authors acknowledge a risk that the entity ontology may not yield results favoring the Hypercert mechanism. Proposed AEOS specification and Active Blockference models for Hypercerts — The proposal plans to build an Active Entity Ontology for Science (AEOS) specification and Active Blockference implementation for Hypercert ecosystems. Planned extension of Active Blockference to multi-agent simulation — Plans to expand the currently single-agent Active Blockference simulation into a multi-agent model of Hypercert ecosystems. Planned informative stakeholder interviews — The research strategy begins with interviews with Protocol Labs, Hypercert developers and stakeholders before milestone development. Planned comparative simulations of funding models — A milestone deliverable is comparable simulations of traditional, DeSci and Hypercert funding models."},{"id":"work:Friedman2022FreeEnergyPrincipleActive073","type":"work","title":"The Free Energy Principle & Active Inference: a Systematic Literature Analysis","url":"/works/Friedman2022FreeEnergyPrincipleActive073.html","external_url":"https://doi.org/10.5281/zenodo.7449367","full_text_url":"/papers/2022_SystematicLiteratureAnalysis/full_text.md","summary":"Here we perform a literature analysis of publications in scientific literature using the term “Free Energy Principle” or “Active Inference”, with an emphasis on works written by Karl J Friston. For a subset of papers wit","year":2022,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","systematic literature analysis","Free Energy Principle","Active Inference","Karl Friston","history of science","bibliometrics","ontology"],"content":"The Free Energy Principle & Active Inference: a Systematic Literature Analysis Knight, Virginia Bleu Cordes, RJ Friedman, Daniel Virginia Bleu Knight RJ Cordes Daniel Friedman Zenodo 10.5281/zenodo.7449367 Friedman2022FreeEnergyPrincipleActive073 Active Inference Paper Here we perform a literature analysis of publications in scientific literature using the term “Free Energy Principle” or “Active Inference”, with an emphasis on works written by Karl J Friston. For a subset of papers with accessible full texts, we performed manual annotation (related to structural, visual, and mathematical features) and automated analyses (related to the terms in the Active Inference Institute’s Active Inference Ontology). The initial analysis here, at the scale of thousands of citations and hundreds of annotated papers, is presented as a first step towards the development of systems which could: Encompass increased scope of relevant works, including non-textual Integrate multiple forms of annotation and participation Facilitate integration of manual and artificial contributions Feature richer interfaces for use in learning & research Address field-specific local questions and provide transferable approaches Speak to broader questions in the history and philosophy of science This project is maintained by the Active Inference Institute. This project has an interactive Coda site and a Github repository . systematic literature analysis Free Energy Principle Active Inference Karl Friston history of science bibliometrics ontology From the larger FEP/ActInf citation corpus, the analysis focused on an initial set of 237 open-access papers obtained via PubMed. The most highly cited papers in the open-source dataset were from 2013 and all included Karl J. Friston as an author. By citations per year, Friston is not in the top five first authors; Sterzer (109.3) and Carhart-Harris (108.5) lead, and top papers by this metric date from 2018–2020. All core Active Inference Ontology terms increased in use frequency over time. Term frequencies tracked specific publications, e.g. 'Information Geometry' rose after Parr et al. 2019 and 'Cognitivism' after Friston & Allen 2018. Publish or Perish / Google Scholar search for FEP, ActInf and Friston papers — Citations from 1990–2021 matching the two terms or authored by Karl Friston were collected and de-duplicated manually by title. BioPython query of open-access PubMed papers for full-text subset — The BioPython API was used to restrict analysis to open-source PubMed papers with the terms in title/abstract. PyPDF2 term-frequency extraction using Active Inference Ontology terms — A custom PyPDF2 script counted 74 core, 250 supplement and 74 entailed ontology terms in each abstract and PDF. Manual annotation of figures, equations, tables, boxes, supplements — Each analyzed paper was hand-annotated for structural/mathematical features and estimated citations per year. ResearchRabbit citation network; Coda tables; Orange clustering — ResearchRabbit built a citation network of the focal papers; Coda merged data into reflexive tables; Orange clustered term usage.","image_count":11},{"id":"work:Friedman2022TrustFinderRecommendationsCommunityBased074","type":"work","title":"TrustFinder: Recommendations for a Community-Based System for Finding Trusted Sources and Evaluating Claims","url":"/works/Friedman2022TrustFinderRecommendationsCommunityBased074.html","external_url":"https://doi.org/10.5281/zenodo.7093836","full_text_url":"/papers/2022_TrustFinder/full_text.md","summary":"There is a broadly recognized need for better situational awareness within the information environment. Each year, millions of articles, books, documents, and datasets are published. Amidst this flood of information, eve","year":2022,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","TrustFinder","trust systems","information evaluation","cognitive security","verified information","collaborative assessment","sociotechnical systems"],"content":"TrustFinder: Recommendations for a Community-Based System for Finding Trusted Sources and Evaluating Claims Cordes, R.J. David, Scott Friedman, Daniel R.J. Cordes Scott David Daniel Friedman Zenodo 10.5281/zenodo.7093836 Friedman2022TrustFinderRecommendationsCommunityBased074 Cognitive Security Paper There is a broadly recognized need for better situational awareness within the information environment. Each year, millions of articles, books, documents, and datasets are published. Amidst this flood of information, even those with significant experience and expertise in the knowledge economy are struggling to evaluate and vet claims. This document builds on the feedback of dozens of experts across myriad fields submitted to the University of Washington Applied Physics Lab’s Verified Information Exchange Environments Program, to present recommendations for a sociotechnical system, “TrustFinder”, for collaborative management of the information supply chain. TrustFinder implements controls and standards, web and document annotation affordances, argument representation frameworks, and crowdsourcing design principles in order to harness the work of global research communities. The ultimate goal of TrustFinder is to structure the information environment to such an extent that it enables users to find trusted sources of information and rapidly assess concepts and claims. TrustFinder trust systems information evaluation cognitive security verified information collaborative assessment sociotechnical systems The report recommends TrustFinder, a sociotechnical system combining annotation, argument representation and crowdsourcing so users can find trusted sources and assess claims. It recommends platform-level governance features be added only when requested by affected communities rather than imposed on all users. It recommends TrustFinder take a facilitatory rather than authoritative role in how researchers adjust and access trust signals. It proposes proximal, actor- and community-centric reputation calculation instead of a universal metric to limit viral spread of context-stripped trust signals. Design recommendations built on expert feedback to UW APL VIEE program — The report draws on feedback from dozens of experts submitted to the University of Washington Applied Physics Lab's Verified Information Exchange Environments Program. Object model of 10 informational classes (Claims, Claim Combinators, etc.) — Specifies workspace contents such as Content, References, Claims, Questions, Claim/Question Instances, Claim Clusters, Claim Combinators, User Assertions and Stigmergic Tags. Set-cardinality reputation metrics with one decay-based score — Defines five reputation types, most via set construction and cardinality, with the Network Impact Score also using a standard decay function. Toulmin argument framework and crowdsourcing principles as design basis — The Background section synthesizes frameworks such as Toulmin's six-component argument structure to inform the design.","image_count":20},{"id":"work:Friedman2021ActiveInferantsActiveInference075","type":"work","title":"Active Inferants: An Active Inference Framework for Ant Colony Behavior","url":"/works/Friedman2021ActiveInferantsActiveInference075.html","external_url":"https://doi.org/10.3389/fnbeh.2021.647732","full_text_url":"/papers/2021_ActiveInferants/full_text.md","summary":"In this paper, we introduce an active inference model of ant colony foraging behavior, and implement the model in a series of in silico experiments. Active inference is a multiscale approach to behavioral modeling that i","year":2021,"domain":"Entomology","tags":["Paper","Entomology","bibliography","active inference","ant foraging","Markov decision process","stigmergy","T-maze","collective behavior","behavioral modeling","eco-evo-devo"],"content":"Active Inferants: An Active Inference Framework for Ant Colony Behavior Friedman, Daniel Ari Tschantz, Alec Ramstead, Maxwell J. D. Friston, Karl Constant, Axel Daniel Ari Friedman Alec Tschantz Maxwell J. D. Ramstead Karl Friston Axel Constant Frontiers in Behavioral Neuroscience 10.3389/fnbeh.2021.647732 Friedman2021ActiveInferantsActiveInference075 Entomology Paper In this paper, we introduce an active inference model of ant colony foraging behavior, and implement the model in a series of in silico experiments. Active inference is a multiscale approach to behavioral modeling that is being applied across settings in theoretical biology and ethology. The ant colony is a classic case system in the function of distributed systems in terms of stigmergic decision-making and information sharing. Here we specify and simulate a Markov decision process (MDP) model for ant colony foraging. We investigate a well-known paradigm from laboratory ant colony behavioral experiments, the alternating T-maze paradigm, to illustrate the ability of the model to recover basic colony phenomena such as trail formation after food location discovery. We conclude by outlining how the active inference ant colony foraging behavioral model can be extended and situated within a nested multiscale framework and systems approaches to biology more generally. active inference ant foraging Markov decision process stigmergy T-maze collective behavior behavioral modeling eco-evo-devo Colonies of foragers with no internal map of the T-maze foraged successfully using local pheromone-following and return-trip deposition rules. Colony size influenced per-nestmate round trips, apparently non-linearly, though the authors draw no generalization because key parameters were not varied. Each colony size quickly converged onto a characteristic range of the inter-ant distance metric. The model recovered basic colony phenomena such as trail formation after food discovery in the T-maze paradigm. Per-forager MDP formulation of active inference — Each simulated ant forager runs its own Markov decision process with A (likelihood), B (transition), and C (pheromone preference) components; the colony is not modelled as one agent. In silico alternating T-maze foraging paradigm — Simulated colonies search a T-maze in which the food patch switches arm every 500 of 2,000 time steps, with a decaying attractant trail pheromone. Inbound-only trail pheromone deposition rule — Foragers lay attractant pheromone only after finding food and returning to the nest, a strategy modelled on Formica red wood ants. Simulations of colony sizes 10, 30, 50, and 70 foragers — Ran 2,000-step simulations at four colony sizes and tracked round trips and a mean Euclidean inter-ant distance coefficient as colony-level phenotypes.","image_count":4},{"id":"work:Friedman2021ActiveInferenceModelingConflict076","type":"work","title":"Active Inference in Modeling Conflict","url":"/works/Friedman2021ActiveInferenceModelingConflict076.html","external_url":"https://doi.org/10.5281/zenodo.5750934","full_text_url":"/papers/2021_ModelingConflict/full_text.md","summary":"In this paper, we integrate conflict studies with Active Inference, a developing framework which provides an integrative and systems-level perspective on cognition and behavior. This formalization, the Active Inference C","year":2021,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Active Inference","conflict modeling","AIC model","OODA loops","cognitive security","information warfare","BOLTS framework","trust management"],"content":"Active Inference in Modeling Conflict David, Scott Cordes, Richard J. Friedman, Daniel A. Scott David Richard J. Cordes Daniel A. Friedman Zenodo 10.5281/zenodo.5750934 Friedman2021ActiveInferenceModelingConflict076 Active Inference Paper In this paper, we integrate conflict studies with Active Inference, a developing framework which provides an integrative and systems-level perspective on cognition and behavior. This formalization, the Active Inference Conflict (AIC) model, situates conflict in terms of a multiscale process of communication, trust, and relationship management enacted by interacting entities. The AIC model helps capture and extend the insights of previous models applied to aspects of conflict and war, such as OODA loops (observe-orient-decide-act), the generations of warfare model, and the Rumsfeld Matrix. The AIC model aids in the analysis of pertinent aspects of modern conflict, such as cyber, psychological, biological, informational, financial, and ideological conflict, that are not amenable to coherent or consistent analysis using traditional models of human conflict. AIC is demonstrated to be of use in both monitoring and studying conflict, as well as in designing systems intended to facilitate controlled or managed conflict in scenarios characterized by business, operations, legal, technical, and social (BOLTS) components. Insights and implications from qualitative use are used as a foundation for offering recommendations for future research and social systems design. Active Inference conflict modeling AIC model OODA loops cognitive security information warfare BOLTS framework trust management The survey indicated existing warfare models are underdeveloped for non-kinetic, information-based conflict and are rarely interoperable. The authors contend war and politics are both continuations of conflict by other means, revising Clausewitz's dictum. They argue prioritizing the neglected unknown-knowns quadrant offers a pathway to multi-scale risk mitigation in online interactions. They suggest trust-management frameworks could channel information conflicts into generative 'risk commons' structures rather than discord. They recommend treating de-risking as an ongoing process and mining disagreement for value via shared protocols in information-exchange design. Survey of qualitative and quantitative models of military conflict — Reviews narrative models (heuristics, military revolutions, generations of warfare), quantitative models (Lanchester, fault trees, DoDAF) and decision models (OODA, Rumsfeld Matrix). Active Inference Conflict (AIC) model formulated from ActInf — Applies Active Inference, with expected free energy balancing epistemic and pragmatic value, to frame conflict as multiscale communication, trust and relationship management. Qualitative mapping of AIC onto OODA, generations of warfare, BOLTS — Uses AIC qualitatively to relate entity action loops to OODA, move beyond generations of warfare, and model business, operations, legal, technical and social conflict. Rumsfeld Matrix analysis of the 'unknown-knowns' quadrant — Uses Rumsfeld's knowledge quadrants as a lens on inter-organizational conflict to examine the neglected unknown-knowns quadrant and the role of trust.","image_count":14},{"id":"work:Friedman2021DigitalRhetoricalEcosystemAnalysis077","type":"work","title":"Digital Rhetorical Ecosystem Analysis: Sensemaking of Digital Memetic Discourse","url":"/works/Friedman2021DigitalRhetoricalEcosystemAnalysis077.html","external_url":"https://doi.org/10.5281/zenodo.5573946","full_text_url":"/papers/2021_DigitalRhetorical/full_text.md","summary":"This paper makes a case for integrating frameworks from two different knowledge domains, rhetorical studies and ecological studies, to catalog, monitor, and study digital image meme data, in order to support a more robus","year":2021,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","digital rhetoric","image memes","DRE3 model","narrative ecosystems","rhetorical ecology","sensemaking","computational discourse analysis"],"content":"Digital Rhetorical Ecosystem Analysis: Sensemaking of Digital Memetic Discourse Mascarenhas, Mridula Cordes, Richard J. Friedman, Daniel A. Mridula Mascarenhas Richard J. Cordes Daniel A. Friedman Zenodo 10.5281/zenodo.5573946 Friedman2021DigitalRhetoricalEcosystemAnalysis077 Cognitive Security Paper This paper makes a case for integrating frameworks from two different knowledge domains, rhetorical studies and ecological studies, to catalog, monitor, and study digital image meme data, in order to support a more robust understanding of how memes produce and disseminate online narratives. In the digital public sphere, the primacy of image-based communication motivates an over-reliance on the image meme for public argumentation. Despite its ubiquity, the image meme format is currently understudied in large scale digital data analyses, relative to text -based formats such as natural language and hashtags. We argue that using a rhetorical approach (which emphasizes message form and audience) in large-scale analyses of multimedia and other digital artifacts can enhance analytic tools for categorizing, indexing, searching, and modeling online discourse. Further, by integrating a rhetorical and an ecosystem approach to studying digital discourse, we can formally trace multimedia rhetorical artifacts like image memes across platforms, media types, and languages. Combined rhetorical and ecosystem analyses can reveal how digital artifacts like image memes create, sustain, and disrupt public narratives and, thereby, socio-political dynamics. Three key elements of our approach are a) recognizing how parsimony and polysemy give image memes narrative power, b) focusing on how image memes engage audiences through identity construction, and c) applying “Rhetorical Ecosystem” mapping, based upon toolkit transfer and system design implications. Drawing from concepts in rhetoric, ecology, and complex systems analysis we introduce a Digital Rhetorical Ecosystem three-tiered model (DRE3) to explain how memes impact public narratives and beliefs. We then explore implications of this DRE3 model for the design and development of systems for computational analysis of digital discourse. digital rhetoric image memes DRE3 model narrative ecosystems rhetorical ecology sensemaking computational discourse analysis The authors argue that a rhetorical approach, emphasizing message form and audience, can improve large-scale tools for categorizing, indexing, searching, and modeling online discourse. They introduce the Digital Rhetorical Ecosystem three-tiered model (DRE3) to explain how memes affect public narratives and beliefs. They suggest current software can perform many sub-tasks of image-meme rhetorical analysis, with crowd-sourced annotation filling gaps where software is insufficient. Despite meme polysemy, the authors hold that it is possible and useful to identify the dominant argument encoded in an image meme. The paper closes with recommendations, such as curating patterns in image-meme rhetorical structure and protecting user identity, privacy, and preferences in cataloging schemes. Mapping concepts between rhetorical studies and ecology — The authors extend existing links between rhetoric and ecology, proposing ecological-rhetorical mappings (e.g., predator-prey style relations between communities) for digital discourse. Three-phase DRE3 analysis: entity, rhetorical, hidden-state identification — Image memes are analysed in three phases: identifying visual entities, tracing their relationships into claims and warrants, and inferring deeper hidden states of the ecosystem. Qualitative 'boutique' case analyses of two image memes — The DRE3 model is applied to one meme without text (Bob Ross / G.W. Bush) and one with text (Bill Murray) to show the three tiers. Blueprint of a meme-analysis pipeline styled as a SCADA system — The authors sketch a Supervisory, Control, and Data Acquisition style pipeline for collecting, annotating, analysing, and disseminating image memes at scale.","image_count":12},{"id":"work:Friedman2021InnovatorSDigitalPlaybook078","type":"work","title":"Innovator's Digital Playbook","url":"/works/Friedman2021InnovatorSDigitalPlaybook078.html","external_url":"https://innovatorsdigitalplaybook.com/","full_text_url":"","summary":"Playbook · Web · Media & Teaching","year":2021,"domain":"Media & Teaching","tags":["Playbook","Media & Teaching","bibliography"],"content":"Innovator's Digital Playbook Web Friedman2021InnovatorSDigitalPlaybook078 Media & Teaching Playbook"},{"id":"work:Friedman2021NarrativeInformationEcosystemsConflict079","type":"work","title":"Narrative Information Ecosystems: Conflict and Trust on the Endless Frontier","url":"/works/Friedman2021NarrativeInformationEcosystemsConflict079.html","external_url":"https://cogsec.org","full_text_url":"/papers/2021_NarrativeEcosystems/full_text.md","summary":"COGSEC's 2021 edited volume collects research outputs of the Narrative Information Management initiative, spanning information management across disciplines, digital rhetorical ecosystem analysis of image memes, knowledg","year":2021,"domain":"Cognitive Security","tags":["Book","Cognitive Security","bibliography","narrative information ecosystems","cognitive security","sensemaking","Narrative Information Management","digital rhetoric","knowledge management","Active Inference","conflict modeling"],"content":"Narrative Information Ecosystems: Conflict and Trust on the Endless Frontier Cordes, Richard J. Friedman, Daniel A. Richard J. Cordes Daniel A. Friedman COGSEC.org Friedman2021NarrativeInformationEcosystemsConflict079 Cognitive Security Book COGSEC's 2021 edited volume collects research outputs of the Narrative Information Management initiative, spanning information management across disciplines, digital rhetorical ecosystem analysis of image memes, knowledge management field synthesis, and an Active Inference Conflict model applied to conflict settings. narrative information ecosystems cognitive security sensemaking Narrative Information Management digital rhetoric knowledge management Active Inference conflict modeling Chapter I proposes Narrative Information Management (NIM) as a unifying term and framework for features of systems that support collective sensemaking. Chapter II's authors argue a rhetorical approach in large-scale analyses of multimedia artifacts can improve tools for categorizing, indexing, searching and modeling online discourse. Chapter III's bibliometric analysis found variable couplings and differential keyword prevalence, describing an 'archipelago' of partially connected areas around knowledge management. Chapter III reports only ~6% of decision support systems results co-occurred with keywords of the areas studied, though that literature's volume was comparable to knowledge management. Chapter IV's authors contend existing warfare models lack generalizability and interoperability, and propose the AIC model as tractable to simulate and able to incorporate empirical data. Cross-field survey of information challenges (finance, ancestry, genomics, etc.) — Chapter I synthesizes features of information systems from knowledge-management literature and examines ad hoc solutions in several applied fields. Rhetorical plus ecological analysis of image memes (DRE3 model) — Chapter II combines rhetorical studies and ecosystem concepts into a three-tier model for cataloguing and studying digital image memes. Exploratory bibliometric co-occurrence analysis via Google Scholar — Chapter III queried Google Scholar with combined search strings for knowledge-management-related fields, then quantified and visualized co-occurrence. Survey of conflict models and Active Inference Conflict (AIC) formalization — Chapter IV surveys prior war/conflict models (OODA, generations of warfare, Rumsfeld Matrix) and recasts conflict using Active Inference.","image_count":46},{"id":"work:Friedman2021NarrativeInformationManagement080","type":"work","title":"Narrative Information Management","url":"/works/Friedman2021NarrativeInformationManagement080.html","external_url":"https://doi.org/10.5281/zenodo.5565577","full_text_url":"/papers/2021_NarrativeInformationMgmt/full_text.md","summary":"There are many areas of research defined by their interest in information dynamics related to facilitating organizational sensemaking, such as knowledge management, information management, and library science, and many m","year":2021,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","Narrative Information Management","NIM","collective sensemaking","knowledge management","information systems","cognitive load","interdisciplinary synthesis"],"content":"Narrative Information Management Cordes, Richard J. Applegate-Swanson, Shaun Friedman, Daniel Ari Knight, Virginia Bleu Mikhailova, Alexandra Richard J. Cordes Shaun Applegate-Swanson Daniel Ari Friedman Virginia Bleu Knight Alexandra Mikhailova Zenodo 10.5281/zenodo.5565577 Friedman2021NarrativeInformationManagement080 Cognitive Security Paper There are many areas of research defined by their interest in information dynamics related to facilitating organizational sensemaking, such as knowledge management, information management, and library science, and many more areas of research, disciplines, and even hobbies which are facing information-related challenges. While all may be concerned with very similar challenges, lack of information exchange and common ontology between these areas may be causing silos, missed opportunities, and potentially even friction among areas. In this paper, we address the need for synthesis and exchange of knowledge, tools, and approaches among various fields by proposing Narrative Information Management (NIM) as a unifying term and framework for the fundamental features and challenges of facilitating collective sensemaking. Through this framework, we offer an initial common set of features of impactful information systems found in literature on information-focused disciplines, such as knowledge management, and explore what insights and ad-hoc solutions may be found in an eclectic set of fields facing information challenges, including personal finance, ancestry research, hybrid cloud infrastructure security, translational neuroscience, and genomics. Finally, we offer recommendations for future research. Narrative Information Management NIM collective sensemaking knowledge management information systems cognitive load interdisciplinary synthesis The paper defines Narrative Information Management as the design, use, implementation and study of systems that manage information to facilitate narrative sensemaking. Domain exploration surfaced four additional NIM features: communication, handling errors and inconsistency, managing trust signals, and social systems engineering and education. Managing information gaps was central in all fields considered, and the defining element of ancestry research. The authors recommend developing common interfaces, theory and data structures rather than a single common tool, since each community has unique needs. They suggest NIM may be most useful as a bridge across disciplines, analogous to complexity theory, rather than as a new separate field. Synthesis of common features of information systems from KM-type literature — The authors draw on literature from information-focused disciplines such as knowledge management to compile an initial common set of NIM system features. Exploratory domain studies in five fields sampled from coauthor experience — Challenges and ad hoc solutions are examined in personal finance, ancestry research, hybrid cloud security, translational neuroscience and genomics. Cross-domain comparison of NIM features in the Discussion — Each common feature (e.g. managing information gaps, situational awareness) is compared across the five domains to identify overlaps and new features."},{"id":"work:Friedman2021FacilitatorSCatechismPlaybook081","type":"work","title":"The Facilitator's Catechism Playbook","url":"/works/Friedman2021FacilitatorSCatechismPlaybook081.html","external_url":"https://doi.org/10.5281/zenodo.4579413","full_text_url":"","summary":"Playbook · Zenodo · Media & Teaching","year":2021,"domain":"Media & Teaching","tags":["Playbook","Media & Teaching","bibliography"],"content":"The Facilitator's Catechism Playbook Friedman, Daniel Ari Cordes, Richard J. Daniel Ari Friedman Richard J. Cordes Zenodo 10.5281/zenodo.4579413 Friedman2021FacilitatorSCatechismPlaybook081 Media & Teaching Playbook"},{"id":"work:Friedman2020ActiveInferenceBehaviorEngineering082","type":"work","title":"Active Inference & Behavior Engineering for Teams","url":"/works/Friedman2020ActiveInferenceBehaviorEngineering082.html","external_url":"https://doi.org/10.5281/zenodo.4021162","full_text_url":"/papers/2020_BehaviorEngineering/full_text.md","summary":"Comprehensive frameworks for Teams should include various functionalities and structures in order to capture the broad range of affordances available for modern Remote Teams, including, but not limited to, synchronous & ","year":2020,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","behavior engineering","systems engineering","organizational behavior","complex adaptive systems","team formation","behavioral design"],"content":"Active Inference & Behavior Engineering for Teams Vyatkin, Alexander Metelkin, Ivan Mikhailova, Alexandra Cordes, RJ Friedman, Daniel Ari Alexander Vyatkin Ivan Metelkin Alexandra Mikhailova RJ Cordes Daniel Ari Friedman Zenodo 10.5281/zenodo.4021162 Friedman2020ActiveInferenceBehaviorEngineering082 Active Inference Paper Comprehensive frameworks for Teams should include various functionalities and structures in order to capture the broad range of affordances available for modern Remote Teams, including, but not limited to, synchronous & asynchronous communications, memes, geospatial maps, hardware/software use, and contact escalation. We suggest that Systems Engineering provides guidelines to define the functions of Ontologies, Narratives, Formal documents, and Tools (ONFT) within the context of the life cycle of any System of Interest. Following this ONFT assessment it is possible to break out to sub-systems levels and mechanistic analysis. In this paper we explore how a new generation of ONFT for Remote Teams could be based on Active Inference, a process theory related to the Free Energy Principle. Effective ONFT based upon Active Inference could lead to the realization of lightweight and powerful epistemic tools to guide everyday decision-making in an embodied, enactive fashion. Such a technology for Remote Teams would lead to fundamental changes in various aspects of Team function, for example the efficiency of a Team’s production of artifacts or self-reported “phenomenology of the working day”. behavior engineering systems engineering organizational behavior complex adaptive systems team formation behavioral design The authors propose three classes of functional small teams by how members reduce uncertainty about each other: ontological, intimate-trust, and narrative alignment. They argue Remote Teams are especially tractable for formal analysis because most team state transitions are observable. Under their definition, non-communicating entities outside the same informational niche are not part of the same team even if aligned in values or behavior. They suggest required ontological fields for team communication (Date, Time, Sender, Role, Alpha) with optional Seals, Symbols, Context and Signposts. They frame Active Inference as a 'two stroke engine' (Act -> Infer -> Act) for Remote Teams, realized through the team's communicative structure. Synthesis of FEP/Active Inference narrative work with Systems Engineering — The authors combine the FEP-ActInf-Narrative literature with Systems Engineering to begin formalizing Remote Team formation and lifecycle management. OMG Essence Alphas (States and Checklists) applied to Remote Teams — The Essence framework's seven Alphas, and their SE extension to System Definition and System Realization, are summarized in tables and applied to teams. Markov Blanket definition of a team as a shared informational niche — A team is defined as the set of human and non-human agents sharing a specific informational niche, bounded by a Markov Blanket. ONFT (Ontologies, Narratives, Formal documents, Tools) application framework — The ONFT framework organizes proposed applications of Active Inference to Remote Team communication design. Reflexive case: the authors' own all-online team writing this paper — The authors describe how their Remote Team, formed via a Discord channel and moved to Keybase, used Division of Labor, ONFT and Alphas to produce the paper.","image_count":6},{"id":"work:Friedman2020CommunicationRemoteTeams083","type":"work","title":"Communication for Remote Teams","url":"/works/Friedman2020CommunicationRemoteTeams083.html","external_url":"https://www.udemy.com/course/communication-for-remote-teams/","full_text_url":"","summary":"Course · Udemy · Media & Teaching","year":2020,"domain":"Media & Teaching","tags":["Course","Media & Teaching","bibliography"],"content":"Communication for Remote Teams Udemy Friedman2020CommunicationRemoteTeams083 Media & Teaching Course"},{"id":"work:Friedman2020DistributedPhysiologyMolecularBasis084","type":"work","title":"Distributed physiology and the molecular basis of social life in eusocial insects","url":"/works/Friedman2020DistributedPhysiologyMolecularBasis084.html","external_url":"https://doi.org/10.1016/j.yhbeh.2020.104757","full_text_url":"/papers/2020_DistributedPhysiology/full_text.md","summary":"The traditional focus of physiological and functional genomic research is on molecular processes that play out within a single multicellular organism. In the colonial (eusocial) insects such as ants, bees, and termites, ","year":2020,"domain":"Entomology","tags":["Paper","Entomology","bibliography","distributed physiology","superorganism","collective behavior","ant colonies","decentralized control","interaction networks","colony metabolism","social immunity"],"content":"Distributed physiology and the molecular basis of social life in eusocial insects Friedman, D.A. Johnson, B.R. Linksvayer, T.A. D.A. Friedman B.R. Johnson T.A. Linksvayer Hormones & Behavior 10.1016/j.yhbeh.2020.104757 Friedman2020DistributedPhysiologyMolecularBasis084 Entomology Paper The traditional focus of physiological and functional genomic research is on molecular processes that play out within a single multicellular organism. In the colonial (eusocial) insects such as ants, bees, and termites, molecular and behavioral responses of interacting nestmates are tightly linked, and key physiological processes are regulated at the scale of the colony. Such colony-level physiological processes regulate nestmate physiology in a distributed fashion, through various social communication mechanisms. As a result of physiological decentralization over evolutionary time, organismal mechanisms, for example related to pheromone detection, hormone signaling, and neural signaling pathways, are deployed in novel contexts to influence nestmate and colony traits. Here we explore how functional genomic, physiological, and behavioral studies can benefit from considering the traits of eusocial insects in this light. We highlight functional genomic work exploring how nestmate-level and colony-level traits arise and are influenced by interactions among physiologically-specialized nestmates of various developmental stages. We also consider similarities and differences between nestmate-level (organismal) and colony-level (superorganismal) physiological processes, and make specific hypotheses regarding the physiology of eusocial taxa. Integrating theoretical models of distributed systems with empirical functional genomics approaches will be useful in addressing fundamental questions related to the evolution of eusociality and collective behavior in natural systems. distributed physiology superorganism collective behavior ant colonies decentralized control interaction networks colony metabolism social immunity The authors argue the Reproductive Groundplan / toolkit idea is true to a degree but insufficient as a complete explanation for evolution of superorganismal complexity. They hypothesize that eusocial species have a larger cumulative number of exocrine glands across nestmate classes than solitary insects, with more complex secretions. They hypothesize that direct hormone transfer via trophallaxis, as found in carpenter ants, will prove commonplace in eusocial clades. They hypothesize that novel gene regulatory networks will form from the decoupling of otherwise conserved pathways and traits in the colony context. They caution that Drosophila-derived GO analysis in eusocial insects will ignore taxonomically restricted genes and overstate orthologous genes. Social anatomy / social physiology analogy to metazoan bodies — Frames the colony via the social anatomy vs social physiology distinction, comparing specialized nestmates to organs and signaling to physiology. Two-kind trait classification: nestmate-measurable vs collective colony traits — Distinguishes traits measurable in one nestmate (e.g. head width) from collective outcomes (e.g. nest architecture) to organize case studies. Review of functional genomic case studies of colony-level regulation — Surveys case studies where physiological and functional genomic work clarified colony-level regulation of worker and queen traits. Formulation of testable hypotheses (glands, signaling, regulatory networks) — Proposes hypotheses for glands, signaling pathways, and gene regulatory networks, to be tested with phylogenetic comparative methods.","image_count":3},{"id":"work:Friedman2020EmergentTeamsComplexThreats085","type":"work","title":"Emergent Teams for Complex Threats","url":"/works/Friedman2020EmergentTeamsComplexThreats085.html","external_url":"https://doi.org/10.5281/zenodo.3986084","full_text_url":"/papers/2020_EmergentTeams/full_text.md","summary":"While the underlying, fundamental principles of warfare have long remained unchanged, recent social and technological developments have necessitated new approaches to conflict management. Specifically, the introduction o","year":2020,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","emergent teams","operations orders","team formation","innovation","facilitation","collective intelligence","hackathons","research accelerators"],"content":"Emergent Teams for Complex Threats Cordes, Richard J. Friedman, Daniel Ari Richard J. Cordes Daniel Ari Friedman Zenodo 10.5281/zenodo.3986084 Friedman2020EmergentTeamsComplexThreats085 Cognitive Security Paper While the underlying, fundamental principles of warfare have long remained unchanged, recent social and technological developments have necessitated new approaches to conflict management. Specifically, the introduction of nuclear weapons and the maintenance of large military budgets during peacetime in the latter half of the 20th century have changed the risk calculus of conflict among state and non-state actors. Consequently, the operating environment has changed. Extant, centralized actors have experienced new adversities such as ideological warfare and sustained low intensity and gray zone conflict while new, decentralized participants have emerged and evolved. Nation states, as a part of normal operations, now have to contend with the potential for novel, emergent hazards from a myriad of Complex Threat Surfaces in littoral and other environments. We highlight how Complexity Science has been of use in the analysis of Complex Threat Surfaces in the military and within civilian organizations, particularly High Reliability Organisations or HROs. This paper discusses the intersection of Complexity Science and Military Science by focusing on analysis of counterinsurgency and counterterrorism operations. We highlight rapid reorganization, pooling collective expertise, and the assembly of novel organizational components as a potential basis for developing spontaneous expertise, actionable intelligence, and solutions to the aforementioned novel, emergent hazards. emergent teams operations orders team formation innovation facilitation collective intelligence hackathons research accelerators Across the analyses reviewed, the authors identify superior information and OSINT exploitation for rapid planning and reorganization as the common explanation for the Mumbai attackers' success. The authors note the Indian government had the same information as the attackers but did not assemble specialists who could have used it. They introduce 'Complex Threat Surfaces' in place of 'attack surfaces' to stress integrated management of varied non-linear failure modes, including non-adversarial events. They argue that destroying central leadership of decentralized groups may cause fracture and increased complexity rather than collapse. The paper concludes that the ability to rapidly reorganize, propagate information, and reassemble teams differentiated event outcomes, and calls for further work on information-sharing design and OSINT. Complexity Science framing of counterinsurgency and team assembly — Applies a Complexity Science lens to link rapid team assembly with counterinsurgency and counterterrorism outcomes. Case vignette of the 2008 Lashkar-e-Taiba attack on Mumbai — Reconstructs the Mumbai attack from secondary sources to contrast attackers' OSINT-driven improvisation with responders' inflexibility. Synthesis of High Reliability Organization (HRO) literature — Draws on HRO and emergency-response work (e.g. tiger teams, Toyota SMART teams) on organizational fluidity and reorganization. Historical comparisons: Malayan Emergency and 1993 New York plot — Uses the Malayan Emergency reorganization and the foiled 1993 New York landmarks plot as contrasting examples of rapid reorganization."},{"id":"work:Friedman2020GeneExpressionVariationBrains086","type":"work","title":"Gene expression variation in the brains of harvester ant foragers is associated with collective behavior","url":"/works/Friedman2020GeneExpressionVariationBrains086.html","external_url":"https://doi.org/10.1038/s42003-020-0813-8","full_text_url":"/papers/2020_GeneExpressionForagers/full_text.md","summary":"Natural selection on collective behavior acts on variation among colonies in behavior that is associated with reproductive success. In the red harvester ant (Pogonomyrmex barbatus), variation among colonies in the collec","year":2020,"domain":"Entomology","tags":["Paper","Entomology","bibliography","gene expression","foragers","RNA-Seq","division of labor","transcriptomics","harvester ants","behavioral castes","Pogonomyrmex barbatus"],"content":"Gene expression variation in the brains of harvester ant foragers is associated with collective behavior Friedman, Daniel Ari York, Ryan Alexander Hilliard, Austin Travis Gordon, Deborah M. Daniel Ari Friedman Ryan Alexander York Austin Travis Hilliard Deborah M. Gordon Communications Biology 10.1038/s42003-020-0813-8 Friedman2020GeneExpressionVariationBrains086 Entomology Paper Natural selection on collective behavior acts on variation among colonies in behavior that is associated with reproductive success. In the red harvester ant (Pogonomyrmex barbatus), variation among colonies in the collective regulation of foraging in response to humidity is associated with colony reproductive success. We used RNA-seq to examine gene expression in the brains of foragers in a natural setting. We find that colonies differ in the expression of neurophysiologically-relevant genes in forager brains, and a fraction of these gene expression differences are associated with two colony traits: sensitivity of foraging activity to humidity, and forager brain dopamine to serotonin ratio. Loci that were correlated with colony behavioral differences were enriched in neurotransmitter receptor signaling & metabolic functions, tended to be more central to coexpression networks, and are evolving under higher protein-coding sequence constraint. Natural selection may shape colony foraging behavior through variation in gene expression. gene expression foragers RNA-Seq division of labor transcriptomics harvester ants behavioral castes Pogonomyrmex barbatus Forager brain gene expression patterns were more similar among nestmates than non-nestmates, with substantial variability within colonies as well. A fraction of colony expression differences were associated with humidity sensitivity of foraging and forager brain DA:5HT ratio. Neurotransmitter receptors as a category were significantly correlated in expression with colony sensitivity of foraging activity to humidity. Gene coexpression analysis identified 11 modules of loci with coordinated expression patterns across colonies. Genes more central to coexpression modules tended to be more correlated with colony traits and to be evolving under increased coding-sequence constraint. Single-forager brain RNA-seq from nine field colonies of P. barbatus — Foragers collected on one morning near Rodeo, New Mexico had single brains sequenced on Illumina HiSeq 4000, yielding 85 transcriptomes from 9 colonies. Expression-trait correlations with humidity sensitivity and brain DA:5HT — Gene expression was correlated with colony sensitivity of foraging to humidity and forager brain dopamine-to-serotonin ratio, at colony-mean and per-sample levels. PCA and linear discriminant analysis of transcriptomes by colony — PCA on TPM expression, with 30 components retained for LDA stratified by colony, tested whether forager transcriptomes carry a colony signature. WGCNA signed coexpression network with iterative module-density filtering — Coexpression modules were built in the R WGCNA library and iteratively filtered to retain densely interconnected modules, leaving 7085 genes. dN/dS against honey bee and five ant species, modeled with a GLM — Coding-sequence constraint was estimated with orthologr and related to coexpression centrality and trait correlation in a generalized linear model.","image_count":3},{"id":"work:Friedman2020HowUseKeybaseRemote087","type":"work","title":"How to use Keybase for remote teams","url":"/works/Friedman2020HowUseKeybaseRemote087.html","external_url":"https://www.udemy.com/course/keybase-for-remote-teams/","full_text_url":"","summary":"Course · Udemy · Media & Teaching","year":2020,"domain":"Media & Teaching","tags":["Course","Media & Teaching","bibliography"],"content":"How to use Keybase for remote teams Udemy Friedman2020HowUseKeybaseRemote087 Media & Teaching Course"},{"id":"work:Friedman2020MeasurementNaturalVariationNeurotransmitter088","type":"work","title":"Measurement of natural variation of neurotransmitter tissue content in red harvester ant brains","url":"/works/Friedman2020MeasurementNaturalVariationNeurotransmitter088.html","external_url":"https://doi.org/10.1007/s00216-019-02355-3","full_text_url":"/papers/2020_NeurotransmitterVariation/full_text.md","summary":"Colonies of the red harvester ant, Pogonomyrmex barbatus, regulate foraging activity based on food availability and local conditions. Colony variation in foraging behavior is thought to be linked to biogenic amine signal","year":2020,"domain":"Entomology","tags":["Paper","Entomology","bibliography","neurotransmitters","dopamine","serotonin","octopamine","tyramine","Pogonomyrmex barbatus","CE-FSCV","biogenic amines"],"content":"Measurement of natural variation of neurotransmitter tissue content in red harvester ant brains Shin, Mimi Friedman, Daniel A. Gordon, Deborah M. Venton, B. Jill Mimi Shin Daniel A. Friedman Deborah M. Gordon B. Jill Venton Analytical & Bioanalytical Chemistry 10.1007/s00216-019-02355-3 Friedman2020MeasurementNaturalVariationNeurotransmitter088 Entomology Paper Colonies of the red harvester ant, Pogonomyrmex barbatus, regulate foraging activity based on food availability and local conditions. Colony variation in foraging behavior is thought to be linked to biogenic amine signaling and metabolism. Measurements of differences in neurotransmitters have not been made among ant colonies in a natural environment. Here, for the first time, we quantified tissue content of 4 biogenic amines (dopamine, serotonin, octopamine, and tyramine) in single forager brains from 9 red harvester ant colonies collected in the field. Capillary electrophoresis coupled with fast-scan cyclic voltammetry (CE-FSCV) was used to separate and detect the amines in individual ant brains. Low levels of biogenic amines were detected using field-amplified sample stacking by preparing a single brain tissue sample in acetonitrile and perchloric acid. The method provides low detection limits: 1 nM for dopamine, 2 nM for serotonin, 5 nM for octopamine, and 4 nM for tyramine. Overall, the content of dopamine (47 ± 9 pg/brain) was highest, followed by octopamine (36 ± 10 pg/brain), serotonin (20 ± 4 pg/brain), and tyramine (14 ± 3 pg/brain). Relative standard deviations were high, but there was less variation within a colony than among colonies, so the neurotransmitter content of each colony might change with environmental conditions. This study demonstrates that CE-FSCV is a useful method for investigating natural variation in neurotransmitter content in single ant brains and could be useful for future studies correlating tissue content with colony behavior such as foraging. neurotransmitters dopamine serotonin octopamine tyramine Pogonomyrmex barbatus CE-FSCV biogenic amines colony variation The method achieved detection limits of 1 nM dopamine, 2 nM serotonin, 5 nM octopamine, and 4 nM tyramine. Dopamine was the most abundant amine per forager brain, followed by octopamine, serotonin, and tyramine. Variation in neurotransmitter content was larger among colonies than within colonies. Colony dopamine did not correlate with the other amines, while octopamine correlated strongly with serotonin and tyramine. Colonies with higher brain dopamine showed less foraging increase after exogenous dopamine, though the effect was largely driven by one colony (D24). Field-collected P. barbatus foragers from 9 colonies near Rodeo, NM — Foragers were collected into liquid nitrogen at a long-term study site and single brains dissected for analysis (n = 53 brains). Capillary electrophoresis with fast-scan cyclic voltammetry (CE-FSCV) — An in-house CE-FSCV system with a carbon-fiber microelectrode separated and detected four biogenic amines in individual ant brains. Field-amplified sample stacking of single-brain homogenates — Each brain was homogenized in 5 μl acetonitrile/perchloric acid so low-conductivity stacking could preconcentrate trace amines. ANOVA, Pearson correlations, and RSD comparisons in GraphPad Prism — Tested colony effects on amine content, inter-amine correlations, and within- vs. among-colony relative standard deviations.","image_count":9},{"id":"work:Friedman2020GreatPresetRemoteTeams089","type":"work","title":"The Great Preset: Remote Teams and Operational Art","url":"/works/Friedman2020GreatPresetRemoteTeams089.html","external_url":"https://cogsec.org","full_text_url":"/papers/2020_GreatPreset/full_text.md","summary":"This essay examines what the Great Reset means from a cognitive security perspective, analyzing how global socioeconomic narratives shape public belief and behavior. Through the lens of Active Inference, narrative ecosys","year":2020,"domain":"Cognitive Security","tags":["Book","Cognitive Security","bibliography","cognitive security","narrative ecosystems","Great Reset","sensemaking","Active Inference","information theory","socioeconomic narratives"],"content":"The Great Preset: Remote Teams and Operational Art Friedman, Daniel A. Cordes, Richard J. Daniel A. Friedman Richard J. Cordes COGSEC.org Friedman2020GreatPresetRemoteTeams089 Cognitive Security Book This essay examines what the Great Reset means from a cognitive security perspective, analyzing how global socioeconomic narratives shape public belief and behavior. Through the lens of Active Inference, narrative ecosystems, and information theory, the paper explores how large-scale narrative shifts can either empower or disempower individuals and communities in their sensemaking processes. cognitive security narrative ecosystems Great Reset sensemaking Active Inference information theory socioeconomic narratives The editors report that Chapter 1 found rapid reorganization, resilience, and integration of new information channels to be instrumental for both terrorist and counterterrorist activity. Chapter 4 (Cordes and Friedman) found that changes in technological and organizational complexity historically required new OPORD formats, and proposes a Facilitator's Catechism building on the Heilmeier Catechism. Chapter 6 (Cordes, Friedman, Phelan) presents an Innovator's Catechism, a catechism-styled operations order for early-stage innovation teams derived from the Facilitator's Catechism. Chapter 2 contributes role-based improvisational and cultural dynamics for rapidly assembled online teams and initial \"Infinite Game\" structures for research and citizen science. The editors note COGSEC came to see knowledge management as fundamentally social and collaborative, beyond computational tools and data standards. Edited volume compiling COGSEC's 2020 work in six chapters — Friedman and Cordes edit six chronologically ordered chapters by COGSEC and collaborators on remote teams, operations orders, and maps. Complexity Science analysis of counterinsurgency team assembly (Ch. 1) — Cordes and Friedman use a Complexity Science framework, starting from a 2008 Mumbai attack vignette, to study rapid team assembly in counterinsurgency. Systems Engineering ONFT assessment with Active Inference (Ch. 3) — Vyatkin et al. use Systems Engineering to define Ontologies, Narratives, Formal documents, and Tools (ONFT) for remote teams, explored via Active Inference. Historical review of Operations Orders (Chs. 4 and 6) — Chapters trace military and business Operations Orders from antiquity to the present to inform new catechism-style formats. Responses to DARPA Polyplexus incubator prompts (Chs. 2 and 5) — Chapters 2 and 5 were written in response to Polyplexus incubators on remote culture for pandemics and on reimagining maps.","image_count":58},{"id":"work:Friedman2020InnovatorSCatechism090","type":"work","title":"The Innovator's Catechism","url":"/works/Friedman2020InnovatorSCatechism090.html","external_url":"https://doi.org/10.5281/zenodo.4383229","full_text_url":"/papers/2020_InnovatorsCatechism/full_text.md","summary":"Innovation teams formed in incubators, research accelerators, hackathon weekends, and within organizations need to quickly align on narrative, workflow, and objectives in order to achieve success. Many of these teams dis","year":2020,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","operations orders","innovation teams","Innovator's Catechism","team alignment","military transfer","organizational design","hackathons"],"content":"The Innovator's Catechism Cordes, Richard J. Friedman, Daniel A. Phelan, Steven E. Richard J. Cordes Daniel A. Friedman Steven E. Phelan Zenodo 10.5281/zenodo.4383229 Friedman2020InnovatorSCatechism090 Cognitive Security Paper Innovation teams formed in incubators, research accelerators, hackathon weekends, and within organizations need to quickly align on narrative, workflow, and objectives in order to achieve success. Many of these teams disintegrate or fail to perform due to lack of alignment. Operations orders, such as those in use by the military, have demonstrable impact on organizational efficacy and success. This paper summarizes the history, development, and impact of military operations orders, discusses the history and development of their business counterparts, and presents the “The Innovator’s Catechism”, a catechism-styled operations order for use by early-stage innovation teams. This operations order is built from the “Facilitator’s Catechism”, an operations order for rapidly formed research teams, with acknowledgment for the special information requirements present for emergent and early-stage teams that are market-facing. operations orders innovation teams Innovator's Catechism team alignment military transfer organizational design hackathons Presents the Innovator's Catechism, a catechism-styled operations order for early-stage, market-facing innovation teams. The IC keeps the Facilitator's Catechism sections but replaces Implications of Outcome with Cost and Benefit. Unlike other OPORDs, the IC's questions depend on the team's pipeline stage, forming a 'family' of catechisms that grows as the team progresses. The authors identify catechism format, narrative development, versioning and modularity as the IC's distinguishing features. The authors recommend IC use in hackathons, accelerators and incubators, and describe it as a first attempt at a catechism-styled OPORD for this area. Historical review of military, business and gray-zone operations orders — Reviews the history, development and organizational impact of military OPORDs and their business counterparts as the basis for the proposed catechism. Adapting the Facilitator's Catechism with Blank's innovation pipeline — Combines the authors' earlier catechism-styled OPORD with Steve Blank's innovation pipeline to derive stage-specific question sets. Six-stage partition from Ideation to Integration — Partitions a startup's journey into Ideation, Curation, Pitch, Exploration, Incubation and Integration, each with its own mission and information requirements. Example renderings of the catechism to NABC, canvas and slide formats — Illustrates reformatting a filled-in catechism into other pitch formats such as canvas variants, the Heilmeier Catechism and NABC.","image_count":19},{"id":"work:Friedman2020NeuroscienceDecisionMakingInterview091","type":"work","title":"The neuroscience of decision making (interview with Timothy Hanks)","url":"/works/Friedman2020NeuroscienceDecisionMakingInterview091.html","external_url":"https://doi.org/10.34700/8pg4-0h12","full_text_url":"/papers/2020_NeuroscienceDecision/full_text.md","summary":"In this interview, Professor Tim Hanks discusses topics related to neuroscience, decision making, philosophy, and science as a career. Hanks explores how ideas from computational neuroscience have helped him set his own ","year":2020,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography","decision making","computational neuroscience","Bayesian brain","free will","mental health","attention","neural circuits"],"content":"The neuroscience of decision making (interview with Timothy Hanks) Hanks, Timothy Mikhailova, Alexandra Friedman, Daniel A. Timothy Hanks Alexandra Mikhailova Daniel A. Friedman ALIUS Bulletin 10.34700/8pg4-0h12 Friedman2020NeuroscienceDecisionMakingInterview091 Genetics & Biomedical Paper In this interview, Professor Tim Hanks discusses topics related to neuroscience, decision making, philosophy, and science as a career. Hanks explores how ideas from computational neuroscience have helped him set his own research agenda and navigate everyday situations. He discusses the intertwining of brain decision-making with free will, conscious awareness, and mental health, recommending an integrative approach drawing on multiple types of experiments and model systems. decision making computational neuroscience Bayesian brain free will mental health attention neural circuits Hanks argues free will is better approached as \"To what extent do we have free will?\", answerable by describing the neural mechanisms underlying decisions. Hanks recounts that speed-accuracy control in his work operated via added internal drive (an \"urgency\" signal) rather than a lower neural threshold. Hanks suggests simultaneous evaluation of evidence over multiple timescales could be supported by cascade models with progressively longer timescales, noting this is not yet shown. Hanks proposes that a reduced decision bound could explain both impulsivity and distractibility in ADHD, with corticostriatal circuits implicated. Hanks takes an inclusive view of decision making, holding that even a single neuron can make a decision, though with less complexity than a network. Q&A interview with neuroscientist Timothy Hanks — Mikhailova and Friedman pose long-form questions to Hanks on neuroscience, decision making, philosophy, and science careers, published in ALIUS Bulletin. Questions anchored in Hanks's published studies — Interviewers frame questions around specific prior work, such as his macaque speed-accuracy study and an auditory-click change detection task.","image_count":5},{"id":"work:Friedman2019DennettExplainedInterviewDaniel092","type":"work","title":"Dennett Explained (interview with Daniel Dennett)","url":"/works/Friedman2019DennettExplainedInterviewDaniel092.html","external_url":"https://doi.org/10.34700/7gkw-zh08","full_text_url":"/papers/2019_DennettExplained/full_text.md","summary":"In this interview, Professor Daniel Dennett discusses his philosophical roots, his thoughts on Freud, predictive processing, psychedelics, consciousness, and ancient Athens. Dennett argues that philosophers have the abil","year":2019,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography","consciousness","philosophy of mind","Daniel Dennett","cognitive science","psychedelics","predictive processing","altered states"],"content":"Dennett Explained (interview with Daniel Dennett) Dennett, Daniel Fleig-Goldstein, Brendan Friedman, Daniel Daniel Dennett Brendan Fleig-Goldstein Daniel Friedman ALIUS Bulletin 10.34700/7gkw-zh08 Friedman2019DennettExplainedInterviewDaniel092 Genetics & Biomedical Paper In this interview, Professor Daniel Dennett discusses his philosophical roots, his thoughts on Freud, predictive processing, psychedelics, consciousness, and ancient Athens. Dennett argues that philosophers have the ability to criticize and contribute to the science of the mind, and speaks to the virtues of cross-disciplinary glances and hybrid vigor. He discusses potential scientific and therapeutic value of psychoactive substances within proper settings. consciousness philosophy of mind Daniel Dennett cognitive science psychedelics predictive processing altered states Dennett argues that anybody can, in principle, tell scientists how to do better science, since scientists are as vulnerable to illusion and sloppy thinking as anyone. Dennett recalls arguing, with Hurley and Adams, that all control in nervous systems is accomplished by 'emotional' signals with no highest-level executive. Dennett says dream content is not random and that theories are best confirmed by showing how a model predicts the results of targeted disruptions. Dennett views psychedelics as risky but potentially enlightening and therapeutic, and says he has avoided them himself. Dennett proposes that academic ethics policies apply everywhere, possibly enforced by strict liability laws for developers, including for AI, psychedelics and gene-tinkering. Question-and-answer interview of Daniel Dennett by Fleig-Goldstein and Friedman — The interviewers pose long contextualized questions on Quine, Freud, predictive processing, psychedelics and Plato, and Dennett answers each in turn."},{"id":"work:Friedman2019PhDBehavioralPhysiologicalTranscriptomic093","type":"work","title":"PhD: Behavioral, Physiological, and Transcriptomic Variation Among Colonies of Pogonomyrmex barbatus","url":"/works/Friedman2019PhDBehavioralPhysiologicalTranscriptomic093.html","external_url":"https://purl.stanford.edu/pb813wm1484","full_text_url":"/papers/2019_PhDDissertation/full_text.md","summary":"Social insect colony behavior arises within a specific ecological context from patterns of interactions of nestmates with each other. The neurophysiological basis of behavior in the social insects has primarily been stud","year":2019,"domain":"Entomology","tags":["Paper","Entomology","bibliography","PhD dissertation","Pogonomyrmex barbatus","collective behavior","transcriptomics","behavioral ecology","foraging gene","dopamine","colony variation"],"content":"PhD: Behavioral, Physiological, and Transcriptomic Variation Among Colonies of Pogonomyrmex barbatus Friedman, Daniel Ari Daniel Ari Friedman Stanford University Friedman2019PhDBehavioralPhysiologicalTranscriptomic093 Entomology Paper Social insect colony behavior arises within a specific ecological context from patterns of interactions of nestmates with each other. The neurophysiological basis of behavior in the social insects has primarily been studied in the context of behavioral differences among nestmates, for example between nursing and foraging workers. Many conserved pathways that regulate behavior in other animals, such as the neurohormonal and biogenic amine neurotransmitter signaling pathways, are also involved in generating behavioral variation among social insect nestmates. Less is known from a molecular perspective about how worker neurophysiological variation is associated with colony-level, collective, behaviors. In this thesis, I consider how physiological differences among colonies of the red harvester ant (Pogonomyrmex barbatus) are associated with colony behavioral differences, and with the evolution of collective behavior. Chapter 1 uses transcriptomic profiling of forager brains from P. barbatus colonies to explore differences in gene expression between groups of colonies that vary in how they regulate foraging in dry conditions. Forager brains of different colonies significantly varied in brain biogenic amine titers, as well as in the expression of multiple neurophysiological signaling pathways involved in regulating foraging in social and solitary insect species. Pharmacological experiments demonstrated that increases in forager brain dopamine titer resulted in increases in foraging activity, whereas decreases in brain dopamine decreased foraging activity. Chapter 2 investigates the relationship between colony foraging behavior, colony reproductive success, and forager desiccation physiology. Foragers from colonies that reduced foraging activity in dry conditions lose water and motor coordination more rapidly than foragers from colonies that did not reduce foraging in dry conditions. Manipulative experiments in the field show that hydrated foragers go on significantly more foraging trips than their unhydrated nestmates, and that this effect increases in strength as conditions get drier. Chapter 3 uses RNA-seq on single forager brains to investigate how variation in gene expression variation within and among colonies is associated with colony traits and with the degree of protein coding sequence constraint over evolutionary time. Hundreds of genes had expression and coexpression patterns correlated with colony traits. Gene coexpression modules were significantly differentially utilized among colonies, and these modules were enriched in neurophysiologically-relevant functions related to the regulation of biogenic metabolism and signaling. Loci that are more central to coexpression networks tend to be better correlated with colony traits, and are evolving under increased coding sequencing constraint relative to less central loci. Chapter 4 uses pharmacological experiments on individually-marked foragers to characterize how heterogeneity among nestmates in foraging activity was related to the effect of hydration and dopamine treatment on increasing overall foraging trips. The overall stimulatory effect of hydration and dopamine treatment was not due to a small subset of ants. The relationship between humidity and foraging activity was more variable within a day and between colonies, than between different treatment groups. Natural selection shapes patterns of behavioral variation among ant colonies via the differential reproductive success of colonies with different phenotypes. Colony behavioral variation arises from a complex nexus of both heritable and non-heritable factors. All molecular factors exert their influence on colony behavior only to the extent that they modulate worker physiology to alter how workers respond to different types of interactions. This thesis begins to characterize the neurophysiological basis of variation among red harvester ant colonies in foraging behavior. PhD dissertation Pogonomyrmex barbatus collective behavior transcriptomics behavioral ecology foraging gene dopamine colony variation Stanford University Forager brains from different colonies varied significantly in biogenic amine titers and in expression of neurophysiological signaling pathways involved in foraging regulation. Raising forager brain dopamine increased foraging activity, while lowering brain dopamine decreased it. Foragers from colonies that reduce foraging in dry conditions lose water and motor coordination faster; hydrated foragers made more trips, especially as conditions got drier. Hundreds of genes had expression patterns correlated with colony traits; loci more central to coexpression networks tended to correlate better with colony traits and showed greater coding-sequence constraint. The stimulatory effect of hydration and dopamine on foraging trips came from slight increases across many treated ants, not from a small subset. RNA-seq of pooled forager brains from 6 P. barbatus colonies (Chapter 1) — Three libraries per colony, each pooling three forager brains, compared colonies that did or did not strongly reduce foraging on dry days. kallisto/sleuth expression analysis with Blast2GO annotation and Cytoscape coexpression — Reads were pseudoaligned to the P. barbatus reference transcriptome with kallisto and analyzed in sleuth; GO enrichment used Blast2GO and a coexpression network was built in Cytoscape. Oral dopamine administration with mass-spectrometry brain quantification — Single ants were fed water or dopamine solutions and brain dopamine titers were quantified by mass spectrometry with a labeled internal standard. Field counts of foraging trips by paint-marked dopamine- vs control-treated foragers — Marked foragers given 0 or 3 mg/mL dopamine in PBS were returned to their nests and their foraging trips counted the next morning in 30-second intervals. Hydration manipulations, single-brain RNA-seq and individual-trip analyses (Chapters 2-4) — Later chapters tested forager desiccation physiology and exogenous hydration, RNA-seq on single forager brains, and trip distributions of individually marked treated ants."},{"id":"work:Friedman2019AntColonyAsTest094","type":"work","title":"The ant colony as a test for scientific theories of consciousness","url":"/works/Friedman2019AntColonyAsTest094.html","external_url":"https://doi.org/10.1007/s11229-019-02130-y","full_text_url":"/papers/2019_AntConsciousness/full_text.md","summary":"Here we address the scientific study of consciousness by proposing the ant colony as a model system. We introduce the Ant Colony Test (ACT) as a rigorous reverse test for consciousness, showing that social insect colonie","year":2019,"domain":"Entomology","tags":["Paper","Entomology","bibliography","consciousness","ant colony","Ant Colony Test","philosophy of science","social insects","collective cognition","scientific theories of consciousness"],"content":"The ant colony as a test for scientific theories of consciousness Friedman, Daniel A. Søvik, Eirik Daniel A. Friedman Eirik Søvik Synthese 10.1007/s11229-019-02130-y Friedman2019AntColonyAsTest094 Entomology Paper Here we address the scientific study of consciousness by proposing the ant colony as a model system. We introduce the Ant Colony Test (ACT) as a rigorous reverse test for consciousness, showing that social insect colonies fulfill many prerequisites for conscious awareness met by humans and honey bee workers. A long lineage of philosophically-neutral neurobehavioral, evolutionary, and ecological studies on social insect colonies can thus be redeployed for the study of consciousness in general. consciousness ant colony Ant Colony Test philosophy of science social insects collective cognition scientific theories of consciousness Neuroanatomical theories exclude colony consciousness a priori, so the ACT suggests they have limited carryover to other species or architectures. Under IIT, the authors tentatively argue that the colony seems to have a higher Φmax than aggregate individual workers and thus would represent a conscious entity, while noting it is too early for firm claims. Under the Free Energy Principle, long-term planning, possible counterfactuals and self/non-self modelling might support rudimentary colony self-awareness, though few experiments exist. Since several frameworks predict colony-level awareness, either colonies are aware or current approaches are individually inadequate and collectively inconsistent. Unlike brains, social insect colonies can be ethically manipulated, divided, or drugged, which the authors present as making the ant colony a tractable model system for consciousness experiments. Forward vs reverse tests, framed as Kuhnian normal vs revolutionary science — Theories of consciousness are classed as forward tests (classifying arbitrary systems) needing calibration by a reverse test, analogised to normal vs revolutionary science. The Ant Colony Test (ACT): does a theory allow consciousness in ant colonies? — The authors define the ACT as a reverse test that checks the internal and external coherence of theories of consciousness against the ant colony. Applying the ACT to four genres of consciousness frameworks — The ACT is juxtaposed with neurobiological (structural/functional), behaviorist spatial-awareness, cognitive (emotion/bias), and mathematical (IIT, FEP) frameworks. Redeployment of published social insect neurobehavioral and ecological evidence — Existing empirical studies of ant and bee colonies (planning, information transfer, inter-colony interaction) are used to evaluate each framework's predictions.","image_count":1},{"id":"work:Friedman2019PhysiologyForagerHydrationVariation095","type":"work","title":"The physiology of forager hydration and variation among harvester ant (Pogonomyrmex barbatus) colonies in collective foraging behavior","url":"/works/Friedman2019PhysiologyForagerHydrationVariation095.html","external_url":"https://doi.org/10.1038/s41598-019-41586-3","full_text_url":"/papers/2019_ForagerHydration/full_text.md","summary":"Ants are abundant in desiccating environments despite their high surface area to volume ratios and exposure to harsh conditions outside the nest. Red harvester ant (Pogonomyrmex barbatus) colonies must spend water to obt","year":2019,"domain":"Entomology","tags":["Paper","Entomology","bibliography","Pogonomyrmex barbatus","desiccation physiology","foraging behavior","water balance","colony variation","collective behavior","behavioral ecology","reproductive fitness"],"content":"The physiology of forager hydration and variation among harvester ant (Pogonomyrmex barbatus) colonies in collective foraging behavior Friedman, Daniel A. Greene, Michael J. Gordon, Deborah M. Daniel A. Friedman Michael J. Greene Deborah M. Gordon Scientific Reports 10.1038/s41598-019-41586-3 Friedman2019PhysiologyForagerHydrationVariation095 Entomology Paper Ants are abundant in desiccating environments despite their high surface area to volume ratios and exposure to harsh conditions outside the nest. Red harvester ant (Pogonomyrmex barbatus) colonies must spend water to obtain water: colonies lose water as workers forage outside the nest, and gain water metabolically through seeds collected in foraging trips. Here we present field experiments showing that hydrated P. barbatus foragers made more foraging trips than unhydrated nestmates. The positive effect of hydration on foraging activity is stronger as the risk of desiccation increases. Desiccation tests showed that foragers of colonies that reduce foraging in dry conditions are more sensitive to water loss, losing water and motor coordination more rapidly in desiccating conditions, than foragers of colonies that do not reduce foraging in dry conditions. Desiccation tolerance is also associated with colony reproductive success. Surprisingly, foragers that are more sensitive to water loss are from colonies more likely to produce offspring colonies. This could be because the foragers of these colonies conserve water with a more cautious response to desiccation risk. An ant’s hydration status may influence its response to the olfactory interactions that regulate its decision to leave the nest to forage. Thus variation among ant colonies in worker physiology and response to ambient conditions may contribute to ecologically significant differences among colonies in collective behavior. Pogonomyrmex barbatus desiccation physiology foraging behavior water balance colony variation collective behavior behavioral ecology reproductive fitness Pooled across five colonies, hydrated ants made 1.18-fold more foraging trips than unhydrated nestmates (paired Wilcoxon p = 0.0006). The hydration effect on foraging grew with desiccation risk (VPD), with a quadratic model fitting better than linear, supporting a non-linear effect. Foragers from colonies that reduce foraging in dry conditions lost water faster and reached morbidity and death sooner, without differing in total or critical water content. Surprisingly, colonies with offspring colonies had foragers with lower desiccation tolerance, which the authors suggest may reflect more cautious, water-conserving foraging. The authors infer that an ant's threshold response to olfactory interactions that trigger foraging is influenced by its current hydration level. Field hydration manipulation of marked P. barbatus foragers — Foragers from five colonies were cold-anesthetized, paint-marked by treatment, given 0.2 μL water or none, returned to the nest, and their next-day foraging trips counted. Vapor Pressure Deficit regression of hydrated/unhydrated trip ratio — Field temperature and humidity (iButton) were combined into VPD and regressed (linear vs quadratic, AIC/ANOVA) against the ratio of hydrated to unhydrated trips. Laboratory desiccation assays on 74 foragers from 24 colonies — Ants were held over Drierite at about 40 °C and weighed every 20 minutes, recording time to morbidity and death, blinded, to derive water loss rates and water contents. Colony grouping by offspring success and foraging regulation — Colonies were classified by prior parentage-analysis offspring status and by whether they reduce foraging in dry conditions, then compared with Wilcoxon and Chi-square tests. PCA of five water-loss physiology measures — Principal Component Analysis (factoextra in R) on water contents, times to morbidity and death, and area-independent water loss rate.","image_count":5},{"id":"work:Friedman2018ForagingBehaviorLocomotionInvasive096","type":"work","title":"Foraging behavior and locomotion of the invasive Argentine ant from winter aggregations","url":"/works/Friedman2018ForagingBehaviorLocomotionInvasive096.html","external_url":"https://doi.org/10.1371/journal.pone.0202117","full_text_url":"/papers/2018_ArgentineAnt/full_text.md","summary":"The collective behavior of ant colonies, and locomotion of individuals within a colony, both respond to changing conditions. The invasive Argentine ant (Linepithema humile) thrives in Mediterranean climates with hot, dry","year":2018,"domain":"Entomology","tags":["Paper","Entomology","bibliography","Argentine ant","Linepithema humile","invasive species","winter foraging","locomotion","temperature","humidity","collective behavior"],"content":"Foraging behavior and locomotion of the invasive Argentine ant from winter aggregations Burford, Benjamin P. Lee, Gail Friedman, Daniel A. Brachmann, Esmé Khan, Rebia MacArthur-Waltz, Dylan J. McCarty, Aidan D. Gordon, Deborah M. Benjamin P. Burford Gail Lee Daniel A. Friedman Esmé Brachmann Rebia Khan Dylan J. MacArthur-Waltz Aidan D. McCarty Deborah M. Gordon PLoS One 10.1371/journal.pone.0202117 Friedman2018ForagingBehaviorLocomotionInvasive096 Entomology Paper The collective behavior of ant colonies, and locomotion of individuals within a colony, both respond to changing conditions. The invasive Argentine ant (Linepithema humile) thrives in Mediterranean climates with hot, dry summers and colder, wet winters. However, its foraging behavior and locomotion has rarely been studied in the winter. We examined how the foraging behavior of three distinct L. humile colonies was related to environmental conditions and the locomotion of workers during winter in northern California. We found that colonies foraged most between 10 and 15˚C, regardless of the maximum daily temperature. Worker walking speed was positively associated with temperature (range 6–24˚C) and negatively associated with humidity (range 25–93%RH). All colonies foraged during all day and night hours in a predictable daily cycle, with a correlation between the rate of incoming and outgoing foragers. Foraging activity was unrelated to the activity of a competing native ant species, Prenolepis imparis, which was present in low abundance, and ceased only during heavy rain when ants left foraging trails and aggregated in small sheltered areas on trees. Argentine ant Linepithema humile invasive species winter foraging locomotion temperature humidity collective behavior Colonies foraged most between 10 and 15˚C regardless of maximum daily temperature. Worker walking speed was positively associated with temperature and negatively associated with humidity. Colonies foraged during all day and night hours in a predictable daily cycle, with incoming and outgoing forager rates correlated. Foraging was unrelated to the low-abundance native ant P. imparis and stopped only in heavy rain, when ants aggregated in sheltered areas on trees. Winter walking speed rose about 0.10 cm/s per ˚C, half the rate reported for L. humile at higher summer temperatures. Field observation of three L. humile winter aggregations on Stanford campus — Three winter aggregations nesting at the base of Coast live oak trees were monitored simultaneously in three 17–27 h observation sets in winter 2016. Hourly trail counts of foraging rate and timed walking speed — Ants crossing a rate line 1 m up the trunk were counted in sixteen 30 s intervals, and 1–10 foragers were timed over a 10 cm speed line. Arduino-based logger for temperature, humidity, and light — A DHT22 sensor, CdS photoresistor, and Arduino UNO logged ambient conditions every 5 s; P. imparis abundance was also counted on trunks. Linear vs quadratic mixed effects models of foraging and speed — Log-transformed foraging rate and walking speed were modelled against environmental predictors with colony and day random effects, comparing linear and quadratic fits. Autoregressive partial correlations of up- and down-tree traffic — Partial correlation coefficients between normalized hourly foraging rates in both directions were computed at time shifts of -12 to 12 hours.","image_count":18},{"id":"work:Friedman2018MVEEFrameworkEvolutionaryStudies097","type":"work","title":"MVEE: A Framework for Evolutionary Studies","url":"/works/Friedman2018MVEEFrameworkEvolutionaryStudies097.html","external_url":"https://doi.org/10.5281/zenodo.13999298","full_text_url":"/papers/2018_MVEE/full_text.md","summary":"Research Question: How can we formalize the evolution of heredity, environment, and phenotype through time and across biological levels? Goal: Extend Variational Neuroethology (Ramstead et al. 2017) to specify a tractabl","year":2018,"domain":"Media & Teaching","tags":["Presentation","Media & Teaching","bibliography","MVEE","evolutionary theory","multilevel evolution","phenotypic plasticity","eco-evo-devo","variational methods","multilevel selection","open-ended evolution"],"content":"MVEE: A Framework for Evolutionary Studies Friedman, Daniel Daniel Friedman Presentation 10.5281/zenodo.13999298 Friedman2018MVEEFrameworkEvolutionaryStudies097 Media & Teaching Presentation Research Question: How can we formalize the evolution of heredity, environment, and phenotype through time and across biological levels? Goal: Extend Variational Neuroethology (Ramstead et al. 2017) to specify a tractable general framework for all Evolutionary studies, Biological and Otherwise. This would allow us to integrate current data across systems and suggest new measurements/experiments/systems. MVEE evolutionary theory multilevel evolution phenotypic plasticity eco-evo-devo variational methods multilevel selection open-ended evolution The talk claims EcoEvoDevo is stuck in a locally-optimizing regime because of an incoherent genotype-phenotype-environment and fitness framing. It argues the data, theory and philosophy already exist for a tractable generalized model of evolution, with the challenge being integrating VNE with classical theory using limited data. It critiques VNE's human-cognition case study as not yet operationalized for actual data and unclear for other evolutionary systems. It proposes MVEE (Multilevel Variational Evolutionary Ecology) as a framework combining VNE, EcoEvoDevo, collective behavior and machine learning. Extension of Variational Neuroethology (Ramstead et al. 2017) to evolution — Builds the proposed MVEE framework by extending VNE toward a general framework for evolutionary studies. Genotype-Environment-Phenotype tensor representation through time — Represents evolving systems as a dynamic multiscale G-E-P tensor over time, using only measurable quantities instead of fitness. Pairing of state models and process models across scales — Distinguishes predictive state theories (e.g. R = h2S) from algorithmic process theories and combines them via coarse-graining. Proposed compute-graph (TensorFlow) machine-learning architecture — Proposes a single integrated ML framework on existing biological data to jointly consider coarse-grained state and process models. Worked example: 'Pogo Foraging' state/process models across three scales — Sketches state and process models for one ant colony over a day, a population of colonies over a summer, and populations over intergenerational time.","image_count":116},{"id":"work:Friedman2018WoodliceMenBayesianAccount098","type":"work","title":"Of woodlice and men: A Bayesian account of cognition, life and consciousness (with Karl Friston)","url":"/works/Friedman2018WoodliceMenBayesianAccount098.html","external_url":"https://doi.org/10.34700/h460-nz89","full_text_url":"/papers/2018_WoodliceAndMen/full_text.md","summary":"In this interview, Karl Friston discusses the origins and implications of the Free Energy Principle (FEP), from childhood observations of woodlice to a comprehensive framework for understanding cognition, life, and consc","year":2018,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Free Energy Principle","Karl Friston","Bayesian brain","predictive processing","Markov blanket","consciousness","self-organization","variational inference"],"content":"Of woodlice and men: A Bayesian account of cognition, life and consciousness (with Karl Friston) Friston, Karl Fortier, Martin Friedman, Daniel Karl Friston Martin Fortier Daniel Friedman ALIUS Bulletin 10.34700/h460-nz89 Friedman2018WoodliceMenBayesianAccount098 Active Inference Paper In this interview, Karl Friston discusses the origins and implications of the Free Energy Principle (FEP), from childhood observations of woodlice to a comprehensive framework for understanding cognition, life, and consciousness. Friston recounts how watching woodlice scurry in sunlight and slow in shade led to the insight that biological self-organization can be explained by principles of self-organization. The conversation covers the FEP's relationship to Bayesian inference, predictive process Free Energy Principle Karl Friston Bayesian brain predictive processing Markov blanket consciousness self-organization variational inference philosophy of mind Friston recounts that the prototype of the FEP came from noticing, at age eight, that woodlice simply moved faster in the sun and slower in the shade. Friston distinguishes the FEP as an unfalsifiable principle from process theories such as predictive coding, which are empirically testable hypotheses. Friston argues the Bayesian brain and predictive coding lack the enactive aspect of the FEP because they do not consider entropy reduction. Friston contends that apparent inverted-U 'sweet spots' are all explained by minimizing expected free energy, not by different laws at different levels. Friston holds that consciousness is the process of inference, so any free-energy-minimizing system is conscious to some degree; self-awareness requires a self-other model. Long-form Q&A interview of Karl Friston by Fortier and Friedman — The work is a published interview (ALIUS Bulletin): Martin Fortier and Daniel A. Friedman pose long-form questions and Karl Friston answers them. Interviewer-framed contrasts of Bayesian brain, predictive coding and FEP — Questions set out formal Bayesian belief-updating equations and contrast the three frameworks before asking Friston to respond. Questions drawing on empirical literatures (fluency, psychosis, altered states) — Interviewers bring in specific prior work, e.g. Chetverikov's fluency/disfluency 'sweet spot' results and competing models of psychosis, as prompts.","image_count":6},{"id":"work:Friedman2018PartnerPenPlayParallel099","type":"work","title":"Partner Pen Play in Parallel (PPPiP): A New Paradigm for Relationship Improvement","url":"/works/Friedman2018PartnerPenPlayParallel099.html","external_url":"https://doi.org/10.3390/arts7030039","full_text_url":"/papers/2018_PPPiP/full_text.md","summary":"Healthy romantic relationships contribute to human physical health and emotional well-being. Technologies that catalyze human sexuality such as silicone sex toys and video-conferencing are increasingly common today, and ","year":2018,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","PPPiP","art therapy","improvisation","intimate relationships","affective neuroscience","creativity","dyadic interaction","sexology"],"content":"Partner Pen Play in Parallel (PPPiP): A New Paradigm for Relationship Improvement Mikhailova, Alexandra Friedman, Daniel A. Alexandra Mikhailova Daniel A. Friedman Arts 10.3390/arts7030039 Friedman2018PartnerPenPlayParallel099 Art & Synergetics Paper Healthy romantic relationships contribute to human physical health and emotional well-being. Technologies that catalyze human sexuality such as silicone sex toys and video-conferencing are increasingly common today, and disruptive sexological artifacts such as sexbots are speculated to eventually compete directly with human-human sexuality. The consequences of these evolutionary transitions in human sociosexual behavior are entirely unknown at the individual or collective scale. Here we introduce Partner Pen Play in Parallel (PPPiP), the act of simultaneous improvisational drawing on paper without clinical supervision. In this prospective article we sketch out what PPPiP is, then provide interdisciplinary evidence from art therapy, sexology, affective neuroscience, and aesthetics to support PPPiP as a useful strategy for relationship development. PPPiP combines the advantages of individuated artistic practice with the established frameworks of improvisation and dyadic relationship interventions. Relative to traditional art therapy practices, PPPiP is less clinically oriented, features fewer external constraints, and directly encourages the dynamic integration of artistic creation with relationship co-creation. PPPiP emphasizes the importance of narrative structure and controlled novelty at multiple scales in intimate partnerships, connecting art therapy practices more directly to recent neuropsychological research. Evidence from brain imaging in improvisational and aesthetic contexts supports a model in which PPPiP synergistically activates motor and cortico-limbic neural circuits associated with skilled emotive-creative processes. PPPiP thus represents a transdisciplinary answer to the question of what will we carry from our sociosexual past towards a healthier textosexual future. PPPiP art therapy improvisation intimate relationships affective neuroscience creativity dyadic interaction sexology controlled novelty The authors conclude PPPiP shares all five characteristics hypothesized to make art therapy effective in marital contexts. They propose a model in which PPPiP synergistically activates motor and cortico-limbic circuits, supported by imaging evidence from improvisational and aesthetic contexts. PPPiP is distinguished from traditional art therapy as less clinically oriented, with fewer external constraints and direct integration of art-making with relationship co-creation. The authors predict greater neural synchrony between partners than strangers, and in PPPiP versus isolated tandem drawing, as a testable future direction. Definition and practice description of Partner Pen Play in Parallel — Specifies PPPiP as two people simultaneously drawing on one sheet with pens, and outlines how sessions begin, proceed, and end. Interdisciplinary synthesis from art therapy, sexology, neuroscience, aesthetics — In the absence of direct studies, the authors synthesize prior research to argue a plausible scientific basis for PPPiP. Mapping PPPiP onto Wadeson's five-element art therapy framework — Re-enumerates Wadeson's five advantages of art therapy (Immediate, Genuine, Spatial Expression, Permanent, Shared Pleasure) and checks PPPiP against them. Free Energy Principle framing of partner modeling (FEPPPPiP) — Interprets joint drawing as building a generative model of the partner and as collective self-evidencing of the relationship. Appendix of example drawings by the authors — Presents author-made examples of the two PPPiP categories, fontplay and pure abstraction.","image_count":19},{"id":"work:Friedman2018RoleDopamineCollectiveRegulation100","type":"work","title":"The Role of Dopamine in the Collective Regulation of Foraging in Harvester Ants","url":"/works/Friedman2018RoleDopamineCollectiveRegulation100.html","external_url":"https://doi.org/10.1016/j.isci.2018.09.001","full_text_url":"/papers/2018_DopamineForaging/full_text.md","summary":"Colonies of the red harvester ant (Pogonomyrmex barbatus) differ in how they regulate collective foraging activity in response to changes in humidity. We used transcriptomic, physiological, and pharmacological experiment","year":2018,"domain":"Entomology","tags":["Paper","Entomology","bibliography","dopamine","foraging behavior","Pogonomyrmex barbatus","neuromodulation","task allocation","behavioral pharmacology","biogenic amines","harvester ants"],"content":"The Role of Dopamine in the Collective Regulation of Foraging in Harvester Ants Friedman, Daniel A. Pilko, Anna Skowronska-Krawczyk, Dorota Krasinska, Karolina Parker, Jacqueline W. Hirsh, Jay Gordon, Deborah M. Daniel A. Friedman Anna Pilko Dorota Skowronska-Krawczyk Karolina Krasinska Jacqueline W. Parker Jay Hirsh Deborah M. Gordon iScience 10.1016/j.isci.2018.09.001 Friedman2018RoleDopamineCollectiveRegulation100 Entomology Paper Colonies of the red harvester ant (Pogonomyrmex barbatus) differ in how they regulate collective foraging activity in response to changes in humidity. We used transcriptomic, physiological, and pharmacological experiments to investigate the molecular basis of this ecologically important variation in collective behavior among colonies. RNA sequencing of forager brain tissue showed an association between colony foraging activity and differential expression of transcripts related to biogenic amine and neurohormonal metabolism and signaling. In field experiments, pharmacological increases in forager brain dopamine titer caused significant increases in foraging activity. Colonies that were naturally most sensitive to humidity were significantly more responsive to the stimulatory effect of exogenous dopamine. In addition, forager brain tissue significantly varied among colonies in biogenic amine content. Neurophysiological variation among colonies associated with individual forager sensitivity to humidity may reflect the heritable molecular variation on which natural selection acts to shape the collective regulation of foraging. dopamine foraging behavior Pogonomyrmex barbatus neuromodulation task allocation behavioral pharmacology biogenic amines harvester ants Forager brain transcriptomes differed between colony sets with different foraging responses to dry conditions: 273 of 20,387 reference transcripts were significantly differentially expressed. Dopamine-treated foragers made on average 20.5% more foraging trips than control-treated nestmates in the nine-colony 2016 field experiment. In 2017, foragers treated with the dopamine synthesis inhibitor 3-iodotyrosine made on average 19.1% fewer foraging trips than control-treated nestmates; the study did not directly quantify the inhibitor-induced brain dopamine change. Colonies that reduced foraging more strongly in dry conditions responded more strongly to the stimulatory effect of exogenous dopamine. Colonies differed in average forager brain dopamine-to-serotonin ratio; the study did not find a significant relationship between that ratio and humidity-sensitive foraging. Forager brain RNA sequencing — Compared six colonies differing in sensitivity to dry conditions, using three replicate libraries per colony from three pooled dissected brains and the kallisto/sleuth pipeline. Field pharmacological manipulation — Compared foraging activity of dopamine-treated foragers with control-treated nestmates in field experiments over two years. Colony humidity sensitivity — Estimated how much each colony reduced its daily number of foraging trips per percent decrease in humidity and compared this with response to drug treatment. Brain biogenic amine assays — Quantified dopamine and serotonin in active forager brain tissue from the nine colonies used for field pharmacology."},{"id":"work:Friedman2017MutAntsAreHere101","type":"work","title":"The MutAnts are here","url":"/works/Friedman2017MutAntsAreHere101.html","external_url":"https://doi.org/10.1016/j.cell.2017.07.046","full_text_url":"/papers/2017_MutAnts/full_text.md","summary":"The development of CRISPR/Cas9-mediated gene knockout in two ant species opens a new window into exploring how social insects use olfactory cues to organize their collective behavior. In this issue of Cell, Trible et al.","year":2017,"domain":"Entomology","tags":["Paper","Entomology","bibliography","CRISPR/Cas9","Orco gene","olfactory receptor","ant genetics","Ooceraea biroi","Harpegnathos saltator","social behavior","pheromone"],"content":"The MutAnts are here Friedman, Daniel A. Gordon, Deborah M. Luo, Liqun Daniel A. Friedman Deborah M. Gordon Liqun Luo Cell 10.1016/j.cell.2017.07.046 Friedman2017MutAntsAreHere101 Entomology Paper The development of CRISPR/Cas9-mediated gene knockout in two ant species opens a new window into exploring how social insects use olfactory cues to organize their collective behavior. In this issue of Cell, Trible et al. (2017) and Yan et al. (2017) advance the field of ant genetics by performing CRISPR/Cas9-mediated knockout of the Orco olfactory co-receptor gene in two ant species separated by 100+ million years of evolution: the clonal raider ant (Ooceraea biroi) and Jerdon's jumping ant (Har CRISPR/Cas9 Orco gene olfactory receptor ant genetics Ooceraea biroi Harpegnathos saltator social behavior pheromone gene knockout Homozygous Orco loss-of-function ants of both species showed similar altered behavior and reduced reproductive performance, supporting Orco's central role in ant olfaction. Both studies unexpectedly found gross antennal lobe defects in Orco mutants; the commentary argues the reduced glomerular number implies a novel neurodevelopmental role for Orco, perhaps tied to ants' expanded glomerular number. The commentary frames the two studies together as a watershed moment for eusocial insect genetics, moving beyond purely correlative evidence. Side-by-side preview of two companion Cell ant CRISPR/Cas9 studies — Compares Trible et al. (2017) and Yan et al. (2017), which knocked out the Orco olfactory co-receptor in O. biroi and H. saltator. Contrast of reproductive biology enabling mutant lines in each species — Explains how clonal parthenogenesis in O. biroi and the gamergate transition in H. saltator were each used to propagate Orco mutants.","image_count":2},{"id":"work:Friedman2017TwoLineagesThatNeed102","type":"work","title":"Two lineages that need each other","url":"/works/Friedman2017TwoLineagesThatNeed102.html","external_url":"https://doi.org/10.1111/mec.13964","full_text_url":"/papers/2017_TwoLineages/full_text.md","summary":"In ants as in bees, a diploid female is either a reproductive or worker. In honeybees, female larvae fed a high protein substance known as ‘royal jelly’ become reproductives, while those not fed the necessary nutrients b","year":2017,"domain":"Entomology","tags":["Paper","Entomology","bibliography","dependent-lineage","mating systems","Pogonomyrmex","harvester ants","genetic caste determination","intragenomic conflict","colony organization","social evolution"],"content":"Two lineages that need each other Gordon, D. M. Friedman, D. A. D. M. Gordon D. A. Friedman Molecular Ecology 10.1111/mec.13964 Friedman2017TwoLineagesThatNeed102 Entomology Paper In ants as in bees, a diploid female is either a reproductive or worker. In honeybees, female larvae fed a high protein substance known as ‘royal jelly’ become reproductives, while those not fed the necessary nutrients become workers (Linksvayer et al. 2011). Feeding experiments in ants suggested that like honeybees, the fate of a diploid female egg is usually determined as a larva by food supply (Brian 1951). It was thus unexpected to discover about 15 years ago (Volny & Gordon 2002; Cahan & Keller 2003), using microsatellite markers, that in some populations in the harvester ant genus Pogonomyrmex, there is an association between genotype and reproductive status. There are two interdependent lineages. Matings between a reproductive and a male of the same lineage produce daughter reproductives, while matings between a female reproductive and a male of the other lineage produce daughter workers (Fig. 1). The haploid males are produced from unfertilized eggs. The two lineages need each other because a colony cannot produce offspring colonies without reproductives, and it cannot raise and maintain reproductives without workers. In this issue of Molecular Ecology, Romiguier et al. use RNA sequencing to demonstrate a similar system in Messor, another harvester ant genus. dependent-lineage mating systems Pogonomyrmex harvester ants genetic caste determination intragenomic conflict colony organization social evolution The authors argue that workers in dependent-lineage systems are not hybrids in the usual sense, because both lineages contribute to colonies of a single species that cannot persist without both. Because a queen must mate with at least one male of each lineage, the authors note (with Romiguier et al.) that such species likely have large, population-wide mating aggregations. Citing their prior long-term study finding no ecological differences between lineages, the authors suggest the system may be maintained by lineage differences in male production rather than ecological forces. The authors expect two-lineage systems to be found more widely across ant genera and subfamilies, and say Romiguier et al.'s high-throughput sequencing methods will aid that search.","image_count":1},{"id":"work:Friedman2016AntGeneticsReproductivePhysiology103","type":"work","title":"Ant Genetics: Reproductive Physiology, Worker Morphology, and Behavior","url":"/works/Friedman2016AntGeneticsReproductivePhysiology103.html","external_url":"https://doi.org/10.1146/annurev-neuro-070815-013927","full_text_url":"/papers/2016_AntGenetics/full_text.md","summary":"Many exciting studies have begun to elucidate the genetics of the morphological and physiological diversity of ants, but as yet few studies have investigated the genetics of ant behavior directly. Ant genomes are marked ","year":2016,"domain":"Entomology","tags":["Paper","Entomology","bibliography","ants","behavioral genetics","genomics","colony organization","caste determination","division of labor","foraging gene","social insects"],"content":"Ant Genetics: Reproductive Physiology, Worker Morphology, and Behavior Friedman, D.A. Gordon, D.M. D.A. Friedman D.M. Gordon Annual Review of Neuroscience 10.1146/annurev-neuro-070815-013927 Friedman2016AntGeneticsReproductivePhysiology103 Entomology Paper Many exciting studies have begun to elucidate the genetics of the morphological and physiological diversity of ants, but as yet few studies have investigated the genetics of ant behavior directly. Ant genomes are marked by extreme rates of gene turnover, especially in gene families related to olfactory communication, such as the synthesis of cuticular hydrocarbons and the perception of environmental semiochemicals. Transcriptomic and epigenetic differences are apparent between reproductive and sterile females, males and females, and workers that differ in body size. Quantitative genetic approaches suggest heritability of task performance, and population genetic studies indicate a genetic association with reproductive status in some species. Gene expression is associated with behavior including foraging, response to queens attempting to join a colony, circadian patterns of task performance, and age-related changes of task. Ant behavioral genetics needs further investigation of the feedback between individual-level physiological changes and socially mediated responses to environmental conditions. ants behavioral genetics genomics colony organization caste determination division of labor foraging gene social insects pheromone communication The authors conclude that despite many results on reproductive physiology and morphology, few studies have investigated the genetics of ant behavior directly. The review reports that eusocial hymenopteran genomes show exceptionally high rates of gene turnover. Reviewed quantitative genetic studies show heritable differences in task performance among matrilines/patrilines. The authors argue that genetic studies of ant behavior will need to be aware of how variables such as developmental stage, sampled tissue and time of day affect results. They identify the feedback between individual physiological changes and socially mediated responses to environment as the next step for ant behavioral genetics. Literature review organized by phenotypic trait — Structures the review of ant genetics by trait: species comparisons, sex, reproductive status, queen number, worker body size, then behavior. Coverage of quantitative-genetic, phylogenetic, omic and physiological studies — Within each section, discusses studies using heritability, DNA sequence homology, RNA abundance, chromatin regulation and enzyme-activity approaches. Comparative survey of published ant genomes — Draws on the first seven published ant genomes and later public genomes/transcriptomes for cross-species comparisons.","image_count":15},{"id":"work:Friedman2016ContextDependentExpressionForaging104","type":"work","title":"Context-dependent expression of the foraging gene in field colonies of ants","url":"/works/Friedman2016ContextDependentExpressionForaging104.html","external_url":"https://doi.org/10.1098/rspb.2016.0841","full_text_url":"/papers/2016_ForagingGene/full_text.md","summary":"Task allocation among social insect workers is an ideal framework for studying the molecular mechanisms underlying behavioural plasticity because workers of similar genotype adopt different behavioural phenotypes. Elegan","year":2016,"domain":"Entomology","tags":["Paper","Entomology","bibliography","foraging gene","Pogonomyrmex barbatus","harvester ants","gene expression","circadian rhythms","task allocation","division of labor","field study"],"content":"Context-dependent expression of the foraging gene in field colonies of ants Ingram, Krista K. Gordon, Deborah M. Friedman, Daniel A. Greene, Michael Kahler, John Peteru, Swetha Krista K. Ingram Deborah M. Gordon Daniel A. Friedman Michael Greene John Kahler Swetha Peteru Proceedings of the Royal Society B 10.1098/rspb.2016.0841 Friedman2016ContextDependentExpressionForaging104 Entomology Paper Task allocation among social insect workers is an ideal framework for studying the molecular mechanisms underlying behavioural plasticity because workers of similar genotype adopt different behavioural phenotypes. Elegant laboratory studies have pioneered this effort, but field studies involving the genetic regulation of task allocation are rare. Here, we investigate the expression of the foraging gene in harvester ant workers from five age- and task-related groups in a natural population, and we experimentally test how exposure to light affects foraging expression in brood workers and foragers. Results from our field study show that the regulation of the foraging gene in harvester ants occurs at two time scales: levels of foraging mRNA are associated with ontogenetic changes over weeks in worker age, location and task, and there are significant daily oscillations in foraging expression in foragers. The temporal dissection of foraging expression reveals that gene expression changes in foragers occur across a scale of hours and the level of expression is predicted by activity rhythms: foragers have high levels of foraging mRNA during daylight hours when they are most active outside the nests. In the experimental study, we find complex interactions in foraging expression between task behaviour and light exposure. Oscillations occur in foragers following experimental exposure to 13 L : 11 D (LD) conditions, but not in brood workers under similar conditions. No significant differences were seen in foraging expression over time in either task in 24 h dark (DD) conditions. Interestingly, the expression of foraging in both undisturbed field and experimentally treated foragers is also significantly correlated with the expression of the circadian clock gene, cycle. Our results provide evidence that the regulation of this gene is context-dependent and associated with both ontogenetic and daily behavioural plasticity in field colonies of harvester ants. Our results underscore the importance of assaying temporal patterns in behavioural gene expression and suggest that gene regulation is an integral mechanism associated with behavioural plasticity in harvester ants. foraging gene Pogonomyrmex barbatus harvester ants gene expression circadian rhythms task allocation division of labor field study behavioral ecology Foraging mRNA levels are linked to changes over weeks in worker age, location, and task, and show significant daily oscillations in foragers. Foragers have high foraging mRNA levels during daylight hours, when they are most active outside the nest. Under a 13 L : 11 D light cycle, oscillations appeared in foragers but not in brood workers. In constant darkness (DD), foraging expression showed no significant change over time in either task. In both field and experimentally treated foragers, foraging expression was significantly correlated with expression of the circadian clock gene cycle. Field collection of Pogonomyrmex barbatus workers in five task/age groups — Workers from mature colonies near Rodeo, New Mexico were sorted into callows, brood workers, nest maintenance workers, patrollers, and foragers. 24 h time-of-day sampling at 4 h intervals — Ants of each task and colony were sampled every 4 h over a day and flash frozen to track daily changes in foraging gene expression. Light exposure experiment: 13 L : 11 D versus constant darkness — Foragers and brood workers from six field colonies were housed in artificial nest-boxes under ambient light/dark cycles or complete darkness for 24 h. Brain qPCR of Pbfor and cycle, normalized to PbEF1a — Whole-brain RNA was assayed by TaqMan qPCR using harvester-ant-specific primers, with elongation factor 1a as the control gene. Mixed-model ANOVAs and sinusoidal contrast analysis of forager expression — Expression over time was tested with mixed-model ANOVAs, and forager patterns were compared to a sinusoid approximating daily foraging activity.","image_count":13},{"id":"work:Friedman2016InfluenceNuclearStructureFormation105","type":"work","title":"Influence of nuclear structure on the formation of radiation-induced lethal lesions","url":"/works/Friedman2016InfluenceNuclearStructureFormation105.html","external_url":"https://doi.org/10.3109/09553002.2016.1144941","full_text_url":"/papers/2016_NuclearStructure/full_text.md","summary":"Purpose The rejoining of fragmented nuclear DNA caused by ionizing radiation may lead to lethal chromosome rearrangements, such as rings or dicentrics. The clinically useful linear quadratic relationship between dose and","year":2016,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography","Hi-C","chromosome conformation","radiation biology","chromatin architecture","DNA damage","topologically associating domains","nuclear organization","3C technologies"],"content":"Influence of nuclear structure on the formation of radiation-induced lethal lesions Friedman, Daniel A. Tait, Lauren Vaughan, Andrew T. M. Daniel A. Friedman Lauren Tait Andrew T. M. Vaughan Int. J. Radiation Biology 10.3109/09553002.2016.1144941 Friedman2016InfluenceNuclearStructureFormation105 Genetics & Biomedical Paper Purpose The rejoining of fragmented nuclear DNA caused by ionizing radiation may lead to lethal chromosome rearrangements, such as rings or dicentrics. The clinically useful linear quadratic relationship between dose and cell survival has been interpreted as the generation of lethal lesions secondary to damage occurring in two separate chromosomes simultaneously (a component), or as potentially repairable separate events (b component). Here, the generation of such lesions is discussed, synthesizing existing knowledge with new insights gleaned from spatial proximity data made possible by high-throughput sequencing of chromosome conformation capture experiments. Over a range of several Mbp, the linear DNA strand is organized as a fractal globule generating multiple sites of contact that may facilitate deletions or inversions if the points of contact are damaged. On a larger scale, transcriptionally active euchromatin occupies a physically identifiable space separate from inactive areas and is preferentially susceptible to free radical attack after irradiation. Specific transcriptional programs link genomic locations within that space, potentially enhancing their interaction if subject to simultaneous fragmentation by a single radiation event. Conclusions High throughput spatial analysis of the factors that control chromosome proximity has the potential to better describe the formation of the lethal chromosome aberrations that kill irradiated cells. Hi-C chromosome conformation radiation biology chromatin architecture DNA damage topologically associating domains nuclear organization 3C technologies The review describes the linear DNA strand over several Mbp as a fractal globule whose multiple contact sites may facilitate deletions or inversions if damaged. Transcriptionally active euchromatin occupies a distinct space and is preferentially susceptible to free radical attack, which may favor rearrangements within that compartment. The authors argue that the contribution of DNA repair programs to radiation lethality may depend on the spatial organization of the breaks, not just rejoining ability. They propose that, if pre-irradiation chromatin state biases rejoining, transcriptome-modulating tools (e.g. RNAi, microRNA) could be an unexplored route to radiosensitization. The review concludes that answering its open questions will likely require single-cell Hi-C merged with aberration analysis in irradiated material. Review of cell-kill models (target theory, LQ, dual radiation action) — Surveys Lea's target theory, Chadwick-Leenhouts molecular theory, and Kellerer-Rossi dual radiation action as frameworks for radiation-induced lethal lesions. Synthesis of Hi-C / chromosome conformation capture proximity data — Interprets published genome-wide 3C/Hi-C contact data to relate chromatin spatial organization to formation of radiation-induced rearrangements. Cross-reading Hi-C contacts with transcription and translocation data — Draws on studies linking Hi-C compartments to transcriptional activity and to clinically relevant translocation partner proximity.","image_count":16},{"id":"work:Friedman2015CommentaryPortugueseCryptoJews106","type":"work","title":"Commentary: Portuguese crypto-Jews: the genetic heritage of a complex history","url":"/works/Friedman2015CommentaryPortugueseCryptoJews106.html","external_url":"https://doi.org/10.3389/fgene.2015.00261","full_text_url":"/papers/2015_CryptoJews/full_text.md","summary":"This commentary critiques Nogueiro et al. (2015), who used Y chromosome and mitochondrial DNA haplotype data from contemporary Iberian and non-Iberian populations to explore a diagnostic genetic signature of Portuguese \"","year":2015,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography","Jewish genetics","haplotypes","crypto-Jews","Iberian Peninsula","admixture","demographic history","Y-chromosome","mtDNA"],"content":"Commentary: Portuguese crypto-Jews: the genetic heritage of a complex history Marcus, Alexander W. Ebel, Emily R. Friedman, Daniel A. Alexander W. Marcus Emily R. Ebel Daniel A. Friedman Frontiers in Genetics 10.3389/fgene.2015.00261 Friedman2015CommentaryPortugueseCryptoJews106 Genetics & Biomedical Paper This commentary critiques Nogueiro et al. (2015), who used Y chromosome and mitochondrial DNA haplotype data from contemporary Iberian and non-Iberian populations to explore a diagnostic genetic signature of Portuguese \"crypto-Jews.\" The authors identify two main weaknesses: (1) the matrilineal and patrilineal markers reviewed are methodologically inadequate as \"reliable Jewish ancestry predictors\" due to haplotype polyphyly and molecular clock ambiguity — many ostensibly \"Jewish\" haplotypes are Jewish genetics haplotypes crypto-Jews Iberian Peninsula admixture demographic history Y-chromosome mtDNA population genetics The authors argue the reviewed data are ambiguous for inferring Jewish ancestry and do not identify diagnostic patrilineal or matrilineal markers. Many 'Jewish' haplotypes cited are pan-Middle Eastern markers also common in Arabic lineages, so their ancestry is ambiguous. The commentary contends the 'complex mating strategies' hypothesis was not tested against demographic or admixture models, and small uniparental samples cannot support robust conclusions. The authors propose that admixture in the Bragança Jews and a bottleneck in the Belmonte Jews could be statistically evaluated with existing demographic models. They conclude the results offer no concrete support for specific claims about the mating habits, beliefs, or praxis of these historical Jewish populations. Critical commentary on Nogueiro et al. (2015) uniparental-marker study — Evaluates the Y-chromosome and mtDNA evidence and inferences of Nogueiro et al. on Portuguese crypto-Jews via two stated critiques. Comparison against prior work on Jewish haplotype motifs — Uses Tofanelli et al. (2014) and related studies to assess whether the cited haplotypes are diagnostic of Jewish ancestry."},{"id":"work:Friedman2015CouldEhrlichialInfectionCause107","type":"work","title":"Could ehrlichial infection cause some of the changes associated with leukemia, myelodysplastic diseases and autoimmune disorders, and offer antibiotic treatment options?","url":"/works/Friedman2015CouldEhrlichialInfectionCause107.html","external_url":"https://doi.org/10.1016/j.mehy.2015.09.015","full_text_url":"/papers/2015_EhrlichialInfection/full_text.md","summary":"We hypothesize that a large group of medical conditions of unknown etiology including leukemia, multiple myeloma, myelodysplastic and autoimmune disorders, may be associated with or caused by an obscure group of intracel","year":2015,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography","Ehrlichia","Anaplasma","leukemia","myelodysplastic syndromes","intracellular parasites","Rifampin","immune system dysfunction","bone marrow"],"content":"Could ehrlichial infection cause some of the changes associated with leukemia, myelodysplastic diseases and autoimmune disorders, and offer antibiotic treatment options? Kallick, Charles A. Friedman, Daniel A. Nyindo, Mramba B.A. Charles A. Kallick Daniel A. Friedman Mramba B.A. Nyindo Medical Hypotheses 10.1016/j.mehy.2015.09.015 Friedman2015CouldEhrlichialInfectionCause107 Genetics & Biomedical Paper We hypothesize that a large group of medical conditions of unknown etiology including leukemia, multiple myeloma, myelodysplastic and autoimmune disorders, may be associated with or caused by an obscure group of intracellular obligate parasitic bacteria named Ehrlichia/Anaplasma (EA). Ensconced in the stem cells of the bone marrow, EA may disrupt the normal development and function of many of the cells of immunity, manifesting itself as different syndromes. Recent studies of the activity of EA suggest direct effects on the immune system consistent with the manifestations of leukemia. We reference here three leukemia patients with direct or indirect evidence of EA infection. Moreover, EA have been shown to be most sensitive to rifamycins. Two moribund leukemia patients with levels of platelets and white cells incompatible with life were treated with therapeutic doses of Rifampin. Though they did not survive, their condition improved dramatically for a time, suggesting Rifampin provided some therapeutic benefit. We assert that these results warrant more extensive study. Ehrlichia Anaplasma leukemia myelodysplastic syndromes intracellular parasites Rifampin immune system dysfunction bone marrow autoimmune disorders Hypothesizes that leukemia, multiple myeloma, myelodysplastic and autoimmune disorders may be associated with or caused by Ehrlichia/Anaplasma bacteria. Recounts a previously reported case in which an AML patient's leukocytes rose from 200 to 24,000 within a short period of Rifampin treatment. The authors describe the three cases as not definitive but as suggestive evidence of a connection between leukemia and EA. Proposes that leukemia may be an antibiotic-treatable infection rather than a malignancy, under this conceptualization. Concludes that the data do not prove the hypothesis and that further serology and DNA studies are needed. Clinical description of three illustrative patient cases — Presents three cases (ALL, AML, and polycythemia vera progressing to AML) as direct or indirect evidence for the hypothesis, citing an earlier report. Therapeutic-dose Rifampin given to two moribund leukemia patients — Two patients received Rifampin after other treatments were exhausted; their subsequent blood counts and condition are reported. Peripheral blood film and PCR analysis in one patient — In the third case, blood-film inclusions resembling EA prompted PCR analysis, which indicated a previously unreported Ehrlichia. Appendix synthesizing EA transcriptomic and molecular-interaction studies — Appendix A reviews published THP1 transcriptomic, ChIP-chip and yeast-two-hybrid studies of E. chaffeensis to compare with leukemia biology.","image_count":3},{"id":"work:Friedman2015LargeScaleCodingSequence108","type":"work","title":"Large-Scale Coding Sequence Change Underlies the Evolution of Postdevelopmental Novelty in Honey Bees","url":"/works/Friedman2015LargeScaleCodingSequence108.html","external_url":"https://doi.org/10.1093/molbev/msu292","full_text_url":"/papers/2015_HoneyBeeEvolution/full_text.md","summary":"Whether coding or regulatory sequence change is more important to the evolution of phenotypic novelty is one of biology’s major unresolved questions. The field of evo–devo has shown that in early development changes to r","year":2015,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography","honey bees","Apis mellifera","RNA-Seq","taxonomically restricted genes","novel traits","gene expression","evolutionary biology","royal jelly"],"content":"Large-Scale Coding Sequence Change Underlies the Evolution of Postdevelopmental Novelty in Honey Bees Jasper, William Cameron Linksvayer, Timothy A. Atallah, Joel Friedman, Daniel Chiu, Joanna C. Johnson, Brian R. William Cameron Jasper Timothy A. Linksvayer Joel Atallah Daniel Friedman Joanna C. Chiu Brian R. Johnson Molecular Biology & Evolution 10.1093/molbev/msu292 Friedman2015LargeScaleCodingSequence108 Genetics & Biomedical Paper Whether coding or regulatory sequence change is more important to the evolution of phenotypic novelty is one of biology’s major unresolved questions. The field of evo–devo has shown that in early development changes to regulatory regions are the dominant mode of genetic change, but whether this extends to the evolution of novel phenotypes in the adult organism is unclear. Here, we conduct ten RNA-Seq experiments across both novel and conserved tissues in the honey bee to determine to what extent postdevelopmental novelty is based on changes to the coding regions of genes. We make several discoveries. First, we show that with respect to novel physiological functions in the adult animal, positively selected tissue-specific genes of high expression underlie novelty by conferring specialized cellular functions. Such genes are often, but not always taxonomically restricted genes (TRGs). We further show that positively selected genes, whether TRGs or conserved genes, are the least connected genes within gene expression networks. Overall, this work suggests that the evo–devo paradigm is limited, and that the evolution of novelty, postdevelopment, follows additional rules. Specifically, evo–devo stresses that high network connectedness (repeated use of the same gene in many contexts) constrains coding sequence change as it would lead to negative pleiotropic effects. Here, we show that in the adult animal, the converse is true: Genes with low network connectedness (TRGs and tissue-specific conserved genes) underlie novel phenotypes by rapidly changing coding sequence to perform new-specialized functions. honey bees Apis mellifera RNA-Seq taxonomically restricted genes novel traits gene expression evolutionary biology royal jelly beeswax venom For novel adult physiological functions, positively selected tissue-specific genes of high expression underlie novelty by conferring specialized cellular functions. Positively selected genes, whether TRGs or conserved genes, are the least connected genes within gene expression networks. TRGs are strongly associated with novel functions and tissues, and much less with conserved tissues and functions. Genes expressed in fewer tissues had a higher probability of being positively selected in 8 of 10 tissues. The authors conclude that in adults, low-connectedness genes underlie novel phenotypes through rapid coding sequence change, suggesting the evo-devo paradigm is limited postdevelopment. Ten RNA-Seq experiments across novel and conserved honey bee tissues — Tissues from nurse and forager bees (three colonies, three biological replicates per tissue and caste) were sequenced to compare novel and conserved tissues. Illumina HiSeq 2000 sequencing with Tophat/bowtie2, HTSeq, and EdgeR — Reads were aligned to Apis mellifera genome build 4.5, counted per gene with HTSeq, and differentially expressed genes called with EdgeR at FDR < 0.05. BLASTx against 71 genomes to classify taxonomically restricted genes — Each honey bee transcript was blasted against proteins from 71 published genomes to assign genes to TRG classes (Orphans, bee-specific, Hymenoptera, etc.) or conserved. Positive selection calls from published MK-test selection coefficients — Genes were labelled positively selected or not using a population genomic study's MK-test estimates comparing A. mellifera and A. cerana. WGCNA gene coexpression network connectivity — Weighted Gene Coexpression Network Analysis in R was used to estimate within-module and total connectivity for each gene.","image_count":1},{"id":"work:Friedman2026EntoLinguisticsLanguageAmbiguity109","type":"work","title":"Ento-Linguistics: Language, Ambiguity, and Scientific Communication in Entomology","url":"/works/Friedman2026EntoLinguisticsLanguageAmbiguity109.html","external_url":"https://doi.org/10.5281/zenodo.19574117","full_text_url":"/papers/2026_EntoLinguistics/full_text.md","summary":"Scientific language does not merely describe biological phenomena; it actively constitutes the generative models through which researchers parse complex systems. This paper makes three core contributions to understanding","year":2026,"domain":"Entomology","tags":["Paper","Entomology","bibliography"],"content":"Ento-Linguistics: Language, Ambiguity, and Scientific Communication in Entomology Friedman, Daniel Ari Chambers, Tucker Cahill Daniel Ari Friedman Tucker Cahill Chambers Zenodo 10.5281/zenodo.19574117 Friedman2026EntoLinguisticsLanguageAmbiguity109 Entomology Paper Scientific language does not merely describe biological phenomena; it actively constitutes the generative models through which researchers parse complex systems. This paper makes three core contributions to understanding—and correcting—the epistemic consequences of this constitutive role. First, we introduce a six-domain Ento-Linguistic framework that decomposes the terminological landscape of insect research into analytically tractable themes, isolating domains where anthropomorphic language most severely distorts causal modeling. Second, we develop an open-source computational pipeline that integrates automated term extraction, co-occurrence network construction, and information-theoretic ambiguity scoring with principles from Active Inference and Complex Systems Theory. Third, we propose and validate four evidence-based meta-standards—Clarity, Appropriateness, Consistency, and Evolvability (CACE)—as a formalized protocol for lexical engineering. Analysis of a corpus encompassing 369 entomological publications (48787 tokens; 7105 unique token types; Type–Token Ratio 0.1456) extracts 888 candidate terms (with 261 assigned to specific semantic domains across 6 conceptual clusters linked by 9 weighted relationships). The resulting terminology networks display strong modularity alongside systematic cross-domain bridging—most prominently in the Power and Labor domain, where 43 bridging terms generate extensive semantic bleed-over into adjacent domains. Terms such as “queen” (241 occurrences), “worker” (269), and “caste” (121) implicitly impose hierarchical control topologies onto biological structures that are fundamentally stigmergic and decentralized. Across all 261 domain-assigned terms, 16.9% exhibit context-dependent semantic drift, demonstrating how conceptual constructs like “individuality” span multiple biological scales and consequently blur the formal systemic boundaries (Markov Blankets) required for mathematically rigorous modeling. The accompanying fully reproducible computational pipeline provides the quantitative analytical tools necessary for a more self-aware and epistemically rigorous scientific practice. All code and data are available at https://github.com/docxology/ento_linguistics. The corpus (48787 tokens) yields 888 candidate terms, 261 of them assigned to domains, across 6 conceptual clusters linked by 9 weighted relationships. Terminology networks are strongly modular with cross-domain bridging, most prominently in Power and Labor, which has 43 bridging terms. 16.9% of the 261 domain-assigned terms exhibit context-dependent semantic drift. Economics terms have the highest mean semantic entropy (1.21 bits) of all domains despite having zero bridging terms. CACE scoring of the \"slave\" to \"host worker\" reform shows aggregate scores rising from 0.38 to 0.81. Corpus of 369 entomology publications mined from PubMed and arXiv — Literature-mining classes queried PubMed (ants/eusocial/colony terms) and arXiv q-bio, then deduplicated and quality-filtered the records. Seed-expansion term extraction into six Ento-Linguistic domains — Tokens matched to domain seed lexicons (e.g. Power & Labor, Kin & Relatedness, Economics) are extended to co-occurring tokens in a 3-token window. Semantic entropy of terms via k-means over TF-IDF usage contexts — Ambiguity of each sufficiently attested term is scored as Shannon entropy (bits) over clustered usage contexts. Six-layer deterministic analysis pipeline including networks and CACE scoring — Layers cover extraction, entropy, domain statistics, conceptual networks/centrality, rhetorical scoring, and CACE meta-standard evaluation.","image_count":11},{"id":"work:Friedman2026LivingMetaAnalysisArchitecture110","type":"work","title":"A Living Meta-Analysis Architecture for Active Inference: Assertion Extraction, Nanopublications, and Hypothesis Scoring","url":"/works/Friedman2026LivingMetaAnalysisArchitecture110.html","external_url":"https://doi.org/10.5281/zenodo.19461933","full_text_url":"/papers/2026_ActInfMetaAnalysis/full_text.md","summary":"No prior automated system tracks hypothesis-level evidence across the full Active Inference and Free Energy Principle (FEP) literature. Manual synthesis cannot keep pace with a field that has grown at a compound annual r","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Active Inference","meta-analysis","nanopublications","assertion extraction","citation-weighted scoring","literature review architecture","Free Energy Principle","computational bibliography"],"content":"A Living Meta-Analysis Architecture for Active Inference: Assertion Extraction, Nanopublications, and Hypothesis Scoring Friedman, Daniel Ari Dietz, Joel Daniel Ari Friedman Joel Dietz Active Inference Journal 10.5281/zenodo.19461933 Friedman2026LivingMetaAnalysisArchitecture110 Active Inference Paper No prior automated system tracks hypothesis-level evidence across the full Active Inference and Free Energy Principle (FEP) literature. Manual synthesis cannot keep pace with a field that has grown at a compound annual rate of 20.36% across 2005–2026, and the FEP’s theoretical generality has invited falsifiability critiques that only hypothesis-specific evidence profiling can address. Building on pioneering systematic manual annotation paired with ontology-based anal- ysis at the scale of hundreds of papers, we present a computational meta-analysis framework that automates and scales this approach. The pipeline retrieves literature from arXiv, Semantic Scholar, and OpenAlex, deduplicating 𝑁 = 819 papers via a canonical identifier hierarchy (DOI > arXiv ID > Semantic Scholar ID > OpenAlex ID). It classifies papers into a three-tier taxonomy spanning eight categories: A (Core Theory), B (Tools & Translation), and C (Application Domains). An LLM-powered extraction system then evaluates each abstract against eight core hypotheses, producing structured nanopublications—each encoding directionality, a confidence score, and natural-language reasoning—that populate an RDF-compatible knowledge graph scored by a citation-weighted evidence function. All extracted assertions are automatically generated and have not been manually validated; hypothesis scores should be considered preliminary. The resulting evidence landscape reveals a field where application domains (Domain C, 64.0%) collectively dominate the corpus, with tools development (Domain B, 20.8%)—including pymdp, RxInfer.jl, and interpretable alternatives such as Free Energy Projective Simulation—and core theory (Domain A, 15.2%) rounding out the taxonomy. Non-negative matrix factorization identifies 5 latent topics that cross-cut the keyword taxonomy, and citation network analysis exposes a sparse yet structured graph (2,176 intra-corpus edges out of 29,323 total outgoing references—only 7.4% reference resolution, reflecting the corpus’s specialised scope rather than the underlying citation density of any single paper) anchored by pronounced hub papers. Hypothesis scores cluster into three tiers: a broad consensus tier (score > 0.83) covering five hypotheses—H7 Morphogenesis, H2 AIF Optimality, H4 Predictive Coding, H6 Clinical Utility, and H5 Scalability; a near-consensus boundary (H8 Language AIF, score ≈+0.83); a moderate debate tier (H3 Markov Blanket Realism, ≈+0.78); and a diffuse tier (H1 FEP Universality, ≈+0.48) where a large neutral plurality reflects the principle’s broad invocation without explicit empirical test—though absolute score magnitudes are inflated by publication bias and linguistic asymmetry in academic writing, making relative rankings and temporal trajectories more reliable than point estimates. By demonstrating that automated LLM-driven assertion extraction—operating without human-validated ground truth—can generate scalable, queryable representations of scientific evidence, this work provides a reusable architecture for living literature reviews—continuously updated knowledge graphs that track hypothesis-level consensus across rapidly evolving fields. All code, results, and methods to reproduce this manuscript are open source at https://github.com/ActiveInferenceInstitute/act_inf_metaanalysis/ . Active Inference meta-analysis nanopublications assertion extraction citation-weighted scoring literature review architecture Free Energy Principle computational bibliography Application domains dominated the corpus (Domain C 64.0%), with tools (B) at 20.8% and core theory (A) at 15.2%. The citation network was sparse: 2,176 intra-corpus edges out of 29,323 outgoing references (7.4% resolution), anchored by hub papers. LLM-derived hypothesis scores clustered into tiers, with H1 FEP Universality in a diffuse tier (about +0.48) where a large neutral plurality reflects broad invocation of the principle without explicit empirical test. The authors caution that all assertions are automatically generated and not manually validated, so hypothesis scores are preliminary. Preliminary experiments indicated about 15-20% over-extraction, and error rates for the 819-paper run were not quantified. Multi-source retrieval (arXiv, Semantic Scholar, OpenAlex) with ID-hierarchy dedup — Literature was retrieved from three databases and deduplicated to 819 papers using a DOI > arXiv > Semantic Scholar > OpenAlex identifier hierarchy. Keyword-based A/B/C domain taxonomy (200+ indicators, 8 categories) — Papers were classified into Core Theory, Tools & Translation and Application Domains by keyword matching rather than expert annotation. Abstract-only LLM assertion extraction with gemma3:4b on local Ollama — Each abstract was assessed against eight hypotheses via a JSON-schema prompt returning direction, confidence and reasoning. Nanopublication knowledge graph with citation-weighted hypothesis scoring — Extracted assertions became structured nanopublications in an RDF-compatible knowledge graph scored by a citation-weighted evidence function. NMF topic modelling and intra-corpus citation network analysis — Non-negative matrix factorization was used to find latent topics, and citation edges among corpus papers were analyzed for network topology.","image_count":16},{"id":"work:Friedman2026DynamicAttentionalAgentsFocused111","type":"work","title":"Dynamic Attentional Agents in Focused Attention Meditation: Hierarchical Computational Modeling of Expert-Novice Differences","url":"/works/Friedman2026DynamicAttentionalAgentsFocused111.html","external_url":"https://doi.org/10.1007/978-3-032-16955-6_11","full_text_url":"","summary":"We develop a three-level hierarchical framework to model the attentional dynamics of focused attention (FA) meditation, laying a foundation for advanced active inference (AIF) implementations. Grounded in the Free Energy","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Active Inference","focused attention meditation","thoughtseeds","Free Energy Principle","hierarchical modeling","expert-novice differences","DMN","precision weighting"],"content":"Dynamic Attentional Agents in Focused Attention Meditation: Hierarchical Computational Modeling of Expert-Novice Differences Kavi, Prakash Chandra Friedman, Daniel Ari Patow, Gustavo Prakash Chandra Kavi Daniel Ari Friedman Gustavo Patow CSCIS vol 2857, Springer 10.1007/978-3-032-16955-6_11 Friedman2026DynamicAttentionalAgentsFocused111 Active Inference Paper We develop a three-level hierarchical framework to model the attentional dynamics of focused attention (FA) meditation, laying a foundation for advanced active inference (AIF) implementations. Grounded in the Free Energy Principle and Neuronal Packet Hypothesis, we conceptualize meditation as a predictive processing system where “thoughtseeds”—transient, agent-like entities forming Markov blankets—minimize variational free energy via bidirectional coupling with attentional networks (DMN, VAN, DAN, FPN). Simulations across biologically plausible parameters reproduce expert–novice differences: 49% lower free energy during breath focus, suppressed DMN activity (0.18 vs. 0.31), and faster distraction recovery. Active Inference focused attention meditation thoughtseeds Free Energy Principle hierarchical modeling expert-novice differences DMN precision weighting Neuronal Packet Hypothesis contemplative neuroscience"},{"id":"work:Friedman2026CognitiveDiagramsReviewingCategorical112","type":"work","title":"Cognitive Diagrams: Reviewing Categorical Accounts of Linguistic Case","url":"/works/Friedman2026CognitiveDiagramsReviewingCategorical112.html","external_url":"https://doi.org/10.5281/zenodo.19695259","full_text_url":"/papers/2026_CognitiveCaseDiagrams/full_text.md","summary":"Linguistic case offers a setting in which to examine how diagrams connect relational structure, compositional syntax, and uncertainty. This article reviews categorical approaches and supplies an executable collection of ","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Cognitive Diagrams: Reviewing Categorical Accounts of Linguistic Case Friedman, Daniel Ari Daniel Ari Friedman Active Inference Journal 10.5281/zenodo.19695259 Friedman2026CognitiveDiagramsReviewingCategorical112 Active Inference Paper Linguistic case offers a setting in which to examine how diagrams connect relational structure, compositional syntax, and uncertainty. This article reviews categorical approaches and supplies an executable collection of deliberately small examples. The implementation includes case-role graphs, pregroup derivations, tensor contractions, synthetic similarity matrices, Bayesian filtering, quantile utilities, and positive-operator-valued measurements. These components share notation, but their mathematical relationships require separate assumptions; a common diagrammatic vocabulary does not establish their equivalence.\n\nThe principal contribution is an inspectable comparison of these constructions and their limits. We distinguish generated derivations from illustrative drawings, finite score distributions from Bellman return distributions, presentation statistics from topos invariants, and model-unit prediction errors from physiological measurements. The accompanying suite collects 1883 tests across 94 files; that is a collection count, and a separate source-bound quality receipt records 1883 passing tests with 92.13% line-and-branch coverage (Appendix C). The figure pipeline produces 33 figures from source. All numerical illustrations use synthetic inputs; no corpus study, participant experiment, EEG fit, quantum-hardware run, or deployed-agent security evaluation is reported. Topos-theoretic transfer, cognitive advantages of case diagrams, and case-based authorization remain research proposals with explicit validation requirements. This is working revision 2.7.0; its local validation does not constitute publication or independent mathematical certification. The review captures nominative-accusative, ergative-absolutive, active-stative, tripartite and fluid-S alignment within one algebraic framework linked by alignment functors. Within case-typed string diagrams, passivization reduces to a type permutation (a Swap in the pregroup category). When multi-turn agent interactions are modeled as a fixed category of licensed morphisms, prompt injection can be analyzed as ill-typed role promotion (a functorial type violation): a specification target, not a guarantee on current LLM APIs. The topos-theoretic equivalence chain across typological, type-logical, distributional and enriched case theories is presented as a research program, not a finished theorem. The accompanying code has 1197 tests across 64 files at 95.96% line-and-branch coverage on src/, plus 30 programmatically generated figures. Case systems formalized as categories with alignment types as functors — Reviews case systems as categories whose objects are case roles and morphisms are grammatical relations, treating each alignment type as a structure-preserving functor. Case-typed DisCoCat/DisCoCirc string diagrams for sentence and discourse — Extends DisCoCat with case-typed noun spaces and alignment-sensitive meaning functors, and uses DisCoCirc for discourse-level composition. [0,1]-enriched case categories and categorical magnitude — Equips case categories with [0,1]-valued hom-objects and uses categorical magnitude as an invariant for comparing case systems. Integration with Distributional Active Inference to derive ERP predictions — Embeds the case framework in a Distributional Active Inference model to state falsifiable predictions for P600, N400 and garden-path reanalysis. Open-source Python implementation with automated tests and generated figures — Implements the formal structures in a src/ package with a no-mocks test suite and programmatically generated figures.","image_count":30},{"id":"work:Friedman2026TowardsLean4Formalization113","type":"work","title":"Towards Lean 4 Formalization of the Free Energy Principle: AI-Driven Theorem Sketching and Verification for Active Inference and Bayesian Mechanics","url":"/works/Friedman2026TowardsLean4Formalization113.html","external_url":"https://doi.org/10.5281/zenodo.19699233","full_text_url":"/papers/2026_FEPLean/full_text.md","summary":"FEP_Lean v1.1.0 is a source-bound, machine-checked catalogue of 155 topics across 20 reviewed families and five areas: the Free Energy Principle, Active Inference, Bayesian Mechanics, Information Geometry, and non-equili","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","free energy principle","active inference","bayesian mechanics","information geometry","non-equilibrium thermodynamics","Lean 4","Mathlib","interactive theorem proving"],"content":"Towards Lean 4 Formalization of the Free Energy Principle: AI-Driven Theorem Sketching and Verification for Active Inference and Bayesian Mechanics Friedman, Daniel Ari Daniel Ari Friedman Active Inference Journal 10.5281/zenodo.19699233 Friedman2026TowardsLean4Formalization113 Active Inference Paper FEP_Lean v1.1.0 is a source-bound, machine-checked catalogue of 155 topics across 20 reviewed families and five areas: the Free Energy Principle, Active Inference, Bayesian Mechanics, Information Geometry, and non-equilibrium Thermodynamics. Every catalogue row carries a reviewed invariant, explicit assumptions and boundaries, a namespaced Lean 4 theorem body, and deterministic manuscript metadata.\n\nThe release is pinned to Lean 4.33.1 and Mathlib 4.33.1 (locked Mathlib revision 0df444a360eaa60ab8c11dca51a86af692955474). Its native receipt verifies 155/155 topic closures with zero errors, warnings, or sorry. The schema-4 formalism audit covers all 823 required formal-resource declarations, including 699 evidence declarations, and reports no sorryAx or untrusted project axioms. The canonical Python acceptance run collected 1,203 tests: 1,080 passed, 123 skipped, zero failed or errored, with 89.81% line coverage (8,808/9,807 statements). The schema-4 Chrome 151 browser receipt replays six source-bound screenshots covering 155 topics, 20 families, 133 relations, 48 satisfied capabilities, and 15 typed numerical witnesses.\n\nThese checks establish the exact shipped formal statements and reproducible software evidence; they do not prove the Free Energy Principle as a physical theory. Provider-backed Hermes commentary is optional and unavailable for this release cut, and no historical provider report is promoted to current full-mode evidence.\n\nSource and release: github.com/ActiveInferenceInstitute/fep_lean (https://github.com/ActiveInferenceInstitute/fep_lean) and GitHub release v1.1.0 (https://github.com/ActiveInferenceInstitute/fep_lean/releases/tag/v1.1.0). The exact deterministic 232-member evidence bundle has SHA-256 0009447598ecd3bbf68548eab360704a2539480379791eb0128186fa230884ea and binds release commit d7b6f8b15ea9dc451b191e3674a1fd72b5e586b4. free energy principle active inference bayesian mechanics information geometry non-equilibrium thermodynamics Lean 4 Mathlib interactive theorem proving formal verification theorem proving measure theory reproducible research On the pinned Lean 4 / Mathlib4 v4.29.0 stack, the shipped catalog compiles 50/50 sorry-free. The Hermes-assisted Gauss run run_20260424_064334 achieved 50/50 clean compiles with 0 sorry and 0 errors. Constructions that already typecheck in today's Mathlib4 include finite-set probability, Bayesian updating, finite-space KL divergence and variational free-energy bounds. The author cautions that the catalog covers definitional lemmas and structural identities rather than end-to-end FEP theorems, and many rows stop short of what the informal text proves. Formal verification here establishes formal adequacy only; it provides no empirical confirmation that brains minimize variational free energy. Curated catalog of 50 FEP topics as namespaced Lean 4 sketches against Mathlib4 — Compiled 50 topics across five pillars (FEP, Active Inference, Bayesian Mechanics, Information Geometry, Thermodynamics) as Lean 4 sketches from a single source of truth. Native lake env lean verification on a pinned Lean/Mathlib v4.29.0 stack — Verified every reported compilation result with a real lake env lean invocation against the pinned toolchain, with no mocked compilers or synthetic success signals. LLM-assisted commentary pipeline (Hermes/OpenGauss, kimi-k2.6 via OpenRouter) — Layered LLM drafting and commentary over the catalog, cached by Lean source hash, with the Lean kernel kept as sole ground truth for compilation claims. Zero-mock test suite with coverage gate and SQLite run persistence — Ran 347 tests that each exercise real files, a real SQLite store, live compiler calls or actual HTTP calls, holding coverage above an 89% CI gate. Three-level sorry-aware maturity taxonomy (real / partial / aspirational) — Introduced a classification intended to make incomplete formalization explicit; all current rows are tagged real.","image_count":11},{"id":"work:Friedman2020FacilitatorSCatechism114","type":"work","title":"The Facilitator's Catechism","url":"/works/Friedman2020FacilitatorSCatechism114.html","external_url":"https://doi.org/10.5281/zenodo.4062540","full_text_url":"/papers/2020_FacilitatorsCatechism/full_text.md","summary":"This paper discusses the origins and evolution of Operations Orders from antiquity to modern times and the impact of Operations Orders on organizational sensemaking. Perspectives from Complexity Science, Organizational P","year":2020,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","OPORD","operations orders","organizational sensemaking","high reliability organizations","complexity","remote teams","Active Inference","cognitive security"],"content":"The Facilitator's Catechism Cordes, Richard J. Friedman, Daniel Ari Richard J. Cordes Daniel Ari Friedman Zenodo 10.5281/zenodo.4062540 Friedman2020FacilitatorSCatechism114 Cognitive Security Paper This paper discusses the origins and evolution of Operations Orders from antiquity to modern times and the impact of Operations Orders on organizational sensemaking. Perspectives from Complexity Science, Organizational Psychology, High Reliability Organizations, Memetics, Logistics, Knowledge Management Systems, and Active Inference frame historical, contemporary, and future requirements and constraints. Traditional military operations orders and civilian counterparts are compared in context; survivability, limitations of existing formats, and facilitator needs inform a proposed operations order format—the Facilitator's Catechism. OPORD operations orders organizational sensemaking high reliability organizations complexity remote teams Active Inference cognitive security The authors conclude that ongoing feedback-driven recalibration, clear alignment on values/narrative/goals/identity, and high-quality distributed sensemaking are critical to HRO success and enhanced by a well-formatted OPORD. From historical adaptations, they identify that structural changes in warfare or unprecedented uncertainty create the need for a new OPORD. The paper proposes the Facilitator's Catechism, an OPORD for Process Facilitators with six sections: Situation, Mission, Potential Avenues of Approach, Milestones, Implications for Outcome, and Administrative/Logistics/Communications. The format is designed to circumvent prior OPORD limitations where team composition and members' organizational and narrative alignment are not known before the order is written. The authors caveat that impact is hard to predict and measure, and recommend Serious Games (e.g. hackathons) to address sample-size and comparability problems in evaluating it. Historical analysis of Operations Orders from Roman origins to the present — Traced the origins and evolution of military Operations Orders (OPORDs), beginning with the Roman Army, and their civilian counterparts. Multidisciplinary synthesis (complexity, HROs, memetics, Active Inference, etc.) — Drew on complexity science, organizational psychology, high reliability organizations, memetics, logistics, knowledge management and Active Inference to frame OPORD requirements. Design of a sectioned OPORD template with guiding questions (Heilmeier-style) — Designed a new OPORD format with a header, footer and six sections, each paired with questions modeled on the Heilmeier Catechism.","image_count":21},{"id":"work:Friedman2026ArchitectureFalseGodsWilliam115","type":"work","title":"The Architecture of False Gods: William Blake, Professor Jiang, and the Active Inference Corrective to Single Vision","url":"/works/Friedman2026ArchitectureFalseGodsWilliam115.html","external_url":"https://doi.org/10.5281/zenodo.20144983","full_text_url":"/papers/2026_BlakeJiang/full_text.md","summary":"This rapid-publication essay synthesizes three intellectual frameworks examining cognitive closure. The author analyzes Professor Jiang Xueqin's commentary on artificial intelligence through William Blake's late-18th-cen","year":2026,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography","William Blake","Active Inference","Artificial Intelligence","Cognitive Science","Free Energy Principle","AI Architecture","Consciousness Capture","Generative Models"],"content":"The Architecture of False Gods: William Blake, Professor Jiang, and the Active Inference Corrective to Single Vision Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20144983 Friedman2026ArchitectureFalseGodsWilliam115 Art & Synergetics Paper This rapid-publication essay synthesizes three intellectual frameworks examining cognitive closure. The author analyzes Professor Jiang Xueqin's commentary on artificial intelligence through William Blake's late-18th-century perceptual analysis and Active Inference terminology. The core convergence identified is closure of the perceiving system around its own top-down expectations, which Blake termed Newton's Sleep, Jiang calls consciousness capture, and Active Inference designates as pathological prior dominance. The work maps Jiang's concepts, including persuasion machinery, data sanitization, edge-case suppression, and engagement directives, onto Blake's cosmological schema and Active Inference's generative models. William Blake Active Inference Artificial Intelligence Cognitive Science Free Energy Principle AI Architecture Consciousness Capture Generative Models Newton's Sleep Single Vision Argues the three vocabularies converge structurally-functionally on one failure mode: closure of a perceiving system around its own top-down expectations. Treats the Blake-Active Inference mapping as a functional analogy across incompatible metaphysics, not a translation or identity. Argues that deployed systems such as LLMs and recommendation engines instantiate this closure as an architectural property, making it a design choice. Reads the twelve thematic nodes as suggesting, not establishing, that the architectural corrective is multi-agent and precision-balanced. Triangulation of Jiang's AI commentary, Blake's 1790s diagnostics and Active Inference — Reads Jiang Xueqin's YouTube AI commentary through Blake's perceptual vocabulary and the formal vocabulary of Active Inference. Reconstruction of Jiang's May 2026 diagnosis from four timestamped primary sources — Draws on the Bartlett interview, Game Theory #23 and #24, and the Diesen podcast, with earlier lecture corpus as background. Mapping of Jiang's claims onto Blake's Four Zoas and a factorized generative model — Maps claims such as the persuasion machine and edge-case suppression onto the Four Zoas and Active Inference, across twelve thematic nodes. Same-day AI-augmented rapid publication with author in the loop — Drafted within hours of the trigger lecture using AI assistance for transcript research, mapping, derivation and figures.","image_count":7},{"id":"work:Friedman2026CrescentCityLivingWaves116","type":"work","title":"Crescent City in Living Waves: Space, Time, People, and Minds on the Southern Cascadian Coast","url":"/works/Friedman2026CrescentCityLivingWaves116.html","external_url":"https://doi.org/10.5281/zenodo.20286170","full_text_url":"/papers/2026_CrescentCity/full_text.md","summary":"This manuscript offers a synthetic scholarly history of Crescent City, California — seat of Del Norte County on the north- ernmost developed strip of the California coast — where published accounts remain fragmentary or ","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","California","Cascadia","Crescent City","Jefferson","USA"],"content":"Crescent City in Living Waves: Space, Time, People, and Minds on the Southern Cascadian Coast Friedman, Daniel Daniel Friedman Zenodo 10.5281/zenodo.20286170 Friedman2026CrescentCityLivingWaves116 Cognitive Security Paper This manuscript offers a synthetic scholarly history of Crescent City, California — seat of Del Norte County on the north- ernmost developed strip of the California coast — where published accounts remain fragmentary or era-bound (Huntsinger et al., 2014; Norton, 1979b). The narrative reads the town as an emergent nested system: Tolowa Dee-ni’ villages on the Smith River estuary; European contact and American settlement; genocide and dispossession in the 1850s; industrial tim- ber and commercial fishing; federal termination and 1983 federal recognition restoration under Tillie Hardwick v. United States (Madley, 2016; U.S. District Court, Northern District of California, 1983); Redwood National and State Parks and conservation governance beside a recovering working waterfront (National Park Service, 2021); and contemporary Indige- nous ocean stewardship including the 2023 Yurok–Tolowa Dee-ni’ Indigenous Marine Stewardship Area (Yurok Tribe and Tolowa Dee-ni’ Nation and Resighini Rancheria and Cher-Ae Heights Indian Community, 2024). Crescent City counted 6,673 residents at the 2020 Census, including Pelican Bay group quarters (U.S. Census Bureau, 2026b, 2020). It sits on the locked southern Cascadia margin; this study frames the often-cited thirty-seven-percent fifty-year probability of an M >= 8.0 southern-segment rupture as paleoseismic model output from turbidite correlation and time-dependent recurrence analysis, not as a deterministic forecast (Goldfinger et al., 2012a; Atwater et al., 2005a). Tsunami loss is one strand in that hazard geography — the 1964 Alaska earthquake tsunami remains the deadliest event on the contiguous-U.S. Pacific coast (eleven deaths locally, twenty-nine downtown blocks destroyed), with reconstruction and Pacific-wide warning consequence treated in sec. 3.11 and sec. 3.12 (Dengler and Magoon, 2005a; National Centers for Environmental Information, 2024; Lander and Lockridge, 1989). The synthesis situates the town in recurring cycles of extraction, disaster, rebuilding, and institutional adaptation — a compact case study in nested geological, ecological, economic, and political risk (California Ocean Protection Council and California Natural Resources Agency, 2018; Abatzoglou and Williams, 2016; Goldfinger et al., 2012a).\n\nThe argument is organized through Space, Time, People, and Ideas — parallel questions about scales of place, path- dependent chronology, institutional and kinship actors, and the meanings and rules that organize memory, resources, and governance (Tuan, 1977; Massey, 2005; Ostrom, 2009). Part I (Space) moves from Cascadia and sea-level framing through Smith River ecology, coast-redwood parks, harbor oil-spill exposure and seawall engineering, housing, and Highway 101 lifelines. Part II (Time) runs archaeology through agriculture, railroad ambitions and county-wide economic cycles, doc- umented tsunami sequences and Pacific-wide warning policy after 1964, the 2011 Tōhoku event, wildfire, and recent civic currents. Part III (People) centers Tolowa Dee-ni’ sovereignty and Nee-dash beside neighboring tribal nations, immigrant communities, governance, military service and World War II, education, religion, demographics, and rural health. Part IV (Ideas) treats zoning, resilience, Klamath River restoration, Jefferson political imagination, modern economy, culture, arts, tourism, and Klamath Knot folklore, closing with a synthesizing conclusion. Following the introduction, forty-six topical chapters span Parts I–IV; chapters on the timeline, research methods, and reproducibility, the references section, and appendices A1 (figure catalog) and A2 (glossary) complete the book. Four cultural-historical threads are treated as constitutive: IMSA co-stewardship (Yurok Tribe and Tolowa Dee-ni’ Nation and Resighini Rancheria and Cher-Ae Heights Indian Community, 2024); State of Jefferson memory, including a Crescent City judge’s three-day governorship in December 1941; Bigfoot/Sasquatch tradition rooted in the Klamath Mountains; and the literary canonization of red- wood groves as numinous space. The manuscript draws on archival records, ethnographic and linguistic sources, geological and oceanographic literature, environmental-history and human-geography scholarship, federal-agency reports, and census data (Drucker, 1937b; Gould, 1966; Tuan, 1977; Massey, 2005; Cronon, 1991; Cook, 1976b; U.S. Census Bureau, 2026b).\n\nThe workflow follows Peng’s reproducibility framework (Peng, 2011): analytical choices, twenty-four registry-backed figures (data-backed, schematic, and manuscript-metric), and the complete reproduction narrative in sec. 6 are versioned alongside supporting inputs and plotters in data/, src/, and scripts/, with citations resolved against manuscript/refe rences.bib. Manuscript text is licensed CC-BY-4.0 and repository source code under the Apache License 2.0 as declared in manuscript/config.yaml; the archived scholarly artifact is cited by DOI 10.5281/zenodo.20286171. The history remains epistemic work in progress: automated checks verify manuscript structure, citation resolution, and reproducible figures, not independent reverification of every historical interpretation. Collaborators are invited to fork, correct, and extend the open-source Crescent City project at https://github.com/docxology/crescent_city California Cascadia Crescent City Jefferson USA Argues that Crescent City is an emergent place in which Space, Time, People and Ideas continually alter one another. Frames the often-cited 37% fifty-year probability of an M>=8.0 southern Cascadia rupture as paleoseismic model output, not a deterministic forecast. Synthesizes that the 1964 Alaska tsunami killed eleven people in Crescent City, destroyed twenty-nine downtown blocks, and remains the deadliest on the contiguous U.S. Pacific coast. Describes the shift from a timber-and-fishing economy to one anchored by Pelican Bay State Prison, the hospital, schools, the parks and the Dungeness-crab fishery. Among four stated policy implications, argues that tribal co-management is an operational framework rather than a courtesy gesture. Archival analysis, secondary-source synthesis and quantitative data analysis — Combines historical sources with census, labor, seismological and oceanographic data in one reproducible repository workflow. Narrative history from published sources, without original fieldwork or interviews — Relies on published secondary sources, archives, federal datasets and peer-reviewed science; Indigenous material is drawn from public published sources. Four-lens nested-systems structure: Space, Time, People, Ideas — Organizes forty-six topical chapters into four parts rather than one strict chronology, drawing on hierarchy, social-ecological and resilience theory. Explicit evidence-class labeling in prose and figure captions — Distinguishes counts, measured records, model outputs, post-event reconstructions and dated public-status claims. Peng (2011) reproducibility workflow with registry-backed generated figures — Versions analytical choices, twenty-four registry-backed figures, data and plotting scripts alongside the manuscript.","image_count":24},{"id":"work:Friedman2026IntroductionBiologyGenerativeApproach117","type":"work","title":"Introduction to Biology: A Generative Approach","url":"/works/Friedman2026IntroductionBiologyGenerativeApproach117.html","external_url":"https://doi.org/10.5281/zenodo.20286477","full_text_url":"/papers/2026_BiologyTextbook/full_text.md","summary":"Introduction to Biology: A Generative Approach is an open biology textbook with forty-four chapters, ranging from systems science and chemical foundations through cells, metabolism, genetics, microbiology, physiology, ev","year":2026,"domain":"Computational","tags":["Book","Computational","bibliography","Biology"],"content":"Introduction to Biology: A Generative Approach Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20286477 Friedman2026IntroductionBiologyGenerativeApproach117 Computational Book Introduction to Biology: A Generative Approach is an open biology textbook with forty-four chapters, ranging from systems science and chemical foundations through cells, metabolism, genetics, microbiology, physiology, evolution, and ecology. Organized as Unit 0 plus Units I–X, the text presents biology as an evidence-grounded discipline in which mechanisms, measurements, and simple models are developed together, so readers can move between narrative explanation and the quantitative constraints that shape biological claims. Five recurring themes—evolution, information, structure and function, systems and emergence, and the cell—provide orientation across scales and align with mainstream undergraduate biology competencies; Unit 0 adds an optional systems, historical, and philosophical lens without replacing the traditional molecular-to-ecological sequence.\n\nWhere the curriculum is quantitative, corresponding computations live in tested code modules organized by domain (biochemistry, cell biology, genetics, physiology, ecology, evolution, microbiology, botany, and neuroscience), and many figures and process diagrams are generated programmatically rather than supplied as static artwork alone. The edition pairs each chapter with a paper-based laboratory activity and a question bank that progresses from recall to synthesis; model answers are visible in this instructor build. Primary literature is cited inline, glossary and curriculum-mapping appendices support course design, and the manuscript is maintained as a reproducible open-science artifact (source at https://github.com/docxology/biology_textbook ; archived at DOI 10.5281/zenodo.20286478). Text is released under Creative Commons Attribution 4.0; accompanying source code under Apache-2.0. Biology The book covers introductory biology in a systems unit plus Units I-X with 44 core chapters, plus optional laboratories and question banks. Each chapter is followed by a companion lab and a 30-item question bank in the same canonical order. The author positions active inference and the free energy principle as optional graduate-depth lenses, not part of the introductory canon. The text includes a master glossary of 225 terms with etymology and chapter cross-references, and is released under CC BY 4.0. The stated pedagogical philosophy is to understand biology by computing biology. Generation from version-controlled Markdown, tested Python, and Mermaid diagrams — The open textbook is built from Markdown manuscript sources, tested Python modules, programmatically generated figures and rendered Mermaid diagrams. Python modules for models such as Michaelis-Menten and Hodgkin-Huxley — Each quantitative model introduced in a chapter exists as a working module in the codebase, used to generate figures. Manifest-driven organisation from manuscript/config.yaml — Navigation, scope tables and appendix ordering are generated from a single config.yaml manifest so they stay aligned with the rendered table of contents. Five Big Ideas mapped to AAAS Vision and Change core concepts — The book organises recurring themes as Five Big Ideas aligned pedagogically to the Vision and Change report's five core concepts.","image_count":236},{"id":"work:Friedman2026PolicyEntanglementActiveInference119","type":"work","title":"Policy Entanglement in Active Inference","url":"/works/Friedman2026PolicyEntanglementActiveInference119.html","external_url":"https://doi.org/10.5281/zenodo.20418904","full_text_url":"/papers/2026_PolicyEntanglementActive/full_text.md","summary":"Active inference models often need to choose among several policy streams at once, for example streams tied to different effectors, sensory channels, agents, agents within a group, or planning horizons. Standard discrete","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","active inference","free energy principle","policy inference","mean-field","total correlation","information geometry","Schmidt rank","tensor networks"],"content":"Policy Entanglement in Active Inference Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20418904 Friedman2026PolicyEntanglementActiveInference119 Computational Paper Active inference models often need to choose among several policy streams at once, for example streams tied to different effectors, sensory channels, agents, agents within a group, or planning horizons. Standard discrete active-inference implementations keep this manageable by treating those streams as independent, but that simplification removes the dependencies that make coordinated action possible. This manuscript introduces policy entanglement: a controlled deformation of the usual independent policy posterior by a scalar coupling strength and explicit compatibility and preference potentials. The construction preserves the finite active inference setting while making cross-stream dependence a first-class modeling object rather than an implicit artifact of the chosen factorization. The framework keeps a claim-strength ledger that distinguishes exact recoveries, parameterized embeddings, numerical witnesses, and structural analogies. Mean-field active inference is the exact independent case. Products of experts, copula variational inference, options, hierarchical and sophisticated inference, branching-time active inference, renormalization-style compression, and Markov-blanket multi-agent views are connected as special cases through their stated posterior-factorization maps. The central result is a free-energy decomposition that separates ordinary per-stream free energy, coupling preference terms, the coupling normalizer, and the information cost of leaving independence. The decomposition makes multi-information the explicit surcharge paid by a non-factorized policy posterior and shows how coupling strength, compatibility structure, and off-diagonal preference costs enter the same accounting identity. This result supplies the organizing principle for the rest of the paper. It supports an information-geometric reading of the coupled policy family as a path away from the mean-field submanifold, a projection identity that returns the coupled posterior to its independent marginals, a spectral and tensor-train view of dominant coordinated policy modes, a heterogeneous-ensemble coupling-tax bound, and a phase vocabulary for under-coupled, mixed, and highly concentrated policy posteriors. These interpretations are intentionally limited: the manuscript does not claim a neural, clinical, biological, or quantum implementation, and Markov-blanket and tensor-network language is used as scoped modeling analogy unless a specific theorem row or generated artifact supports a stronger statement. The main decomposition analytic identity is machine-checked in ℝ in the Mathlib-backed Lean layer with an axiom audit and negative controls. A separate stock-Lean boundary fragment remains Mathlib-free and exposes the theorem surface as typed contracts for the Python simulation layer and the manuscript registry, including witness-consuming rows where analytic payloads are deliberately supplied at the boundary. The executable numerical layer remains a Float pipeline, so a verified Float↔ℝ error bridge is still an explicitly open interface rather than an implied proof; conservative interval brackets on the K=2 decomposition sweep certify Float residuals within a widened high-precision envelope (output/reports/float_real_residual.json) without promoting the registry row to proved. The empirical companion uses pymdp and NumPy to sweep coupled policy ensembles, run short and long rollouts, check the projection identity to round-off precision, produce free-energy, entropy, total-correlation, action-distribution, robustness, and adversarial sidecars, and render figures from those artifacts. The manuscript, figures, theorem map, citation registry, notation glossary (§S6), bibliography, and PDF are regenerated from the same source-owned pipeline, so prose claims are tied to Lean sources, Python witnesses, output metadata, and validation gates rather than maintained by hand. All manuscript methods, tests, and documentation are available as open-source software at https://github.com/ActiveInferenceInstitute/policy_entanglement (DOI: https://doi.org/10.5281/zenodo.20419536). --- Associated artifacts GitHub release: v1.0.0 (https://github.com/ActiveInferenceInstitute/policy_entanglement/releases/tag/v1.0.0) DOI: https://doi.org/10.5281/zenodo.20418904 Zenodo: https://zenodo.org/records/20418904 PDF SHA-256: ae7cdd62929324101ead3eba8177199141b0089a9baf35558107149331666fde active inference free energy principle policy inference mean-field total correlation information geometry Schmidt rank tensor networks sophisticated inference Lean theorem proving machine-checked free-energy identity The central result is a free-energy decomposition into per-stream free energy, coupling preference terms, the coupling normalizer, and the information cost of leaving independence. The decomposition makes multi-information the explicit surcharge paid by a non-factorized policy posterior. Mean-field active inference is recovered as the exact independent case, with other frameworks linked through stated posterior-factorization maps. A verified Float-to-real error bridge for the numerical layer remains an explicitly open interface rather than an implied proof. The author states the manuscript does not claim a neural, clinical, biological, or quantum implementation; Markov-blanket and tensor-network language is a scoped analogy. Coupling-parameter deformation of the independent policy posterior — Multi-stream policy posteriors are deformed away from the mean-field product by a scalar coupling strength plus compatibility and preference potentials. Lean 4 formalization: Mathlib proof of the central identity plus stock-Lean boundary — MathlibProofs machine-checks the S01 free-energy identity with an axiom audit and negative controls; a stock-Lean fragment exposes a 21-row theorem surface as typed contracts. pymdp/NumPy POMDP simulations of coupled policy ensembles — Simulations sweep coupled ensembles, run short and long rollouts, check the projection identity, and produce free-energy, entropy, total-correlation, robustness, and adversarial sidecars. Interval brackets on Float residuals for the K=2 decomposition sweep — Conservative interval brackets check that Float-pipeline residuals fall within a widened high-precision envelope, without counting this as a proof. Claim-strength ledger separating exact, parametric, numerical, and analogical claims — Connections to prior frameworks are tagged as exact recoveries, parameterized embeddings, numerical witnesses, or structural analogies.","image_count":61},{"id":"work:Friedman2026BoundedAutoResearchTinyReproducible120","type":"work","title":"Bounded AutoResearch for a Tiny Reproducible Machine-Learning Task","url":"/works/Friedman2026BoundedAutoResearchTinyReproducible120.html","external_url":"https://doi.org/10.5281/zenodo.20417016","full_text_url":"/papers/2026_BoundedAutoResearchTiny/full_text.md","summary":"This paper presents Deterministic bounded AutoResearch for a small MNIST neural-network task, a public template exemplar that\nturns an AutoResearch loop into ordinary reproducible research infrastructure.\nThe case study ","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","autoresearch","reproducible research","machine learning benchmark","artifact readiness","human review","local artifact integrity"],"content":"Bounded AutoResearch for a Tiny Reproducible Machine-Learning Task Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20417016 Friedman2026BoundedAutoResearchTinyReproducible120 Computational Paper This paper presents Deterministic bounded AutoResearch for a small MNIST neural-network task, a public template exemplar that\nturns an AutoResearch loop into ordinary reproducible research infrastructure.\nThe case study is intentionally small but concrete: 2000 training\nand 500 test images from MNIST handwritten digit database are evaluated by the\nbounded small MNIST neural-network classification loop. The run evaluates\n4 of 5 proposed candidates,\nincluding Tiny patch-attention classifier, selects\nexp-mlp-tanh-64 (MLP,\n50890 parameters), and improves test_accuracy from\n82.6% to 89.4%\n(6.8% absolute change). The validated diagnostic layer reports\nmacro F1 89.4%, bootstrap accuracy interval\n86.4% to 92.0%, Brier score 0.161,\nnegative log likelihood 0.361, top-2 accuracy\n95.6%, and exact McNemar p-value 0.000.\nThe same pipeline writes proposal, candidate, run, review, benchmark, evidence,\nfigure, confusion-matrix, statistical-summary, probability-quality, and\nsecurity-integrity artifacts from declared output contracts; uses\n0 LLM calls at USD 0.00 cost; and records\n7 configured stages, 6 supported\nlocal-artifact claims, and 78 required artifacts.\nThe local security attestation status is passed,\nwith 0 checksum mismatch(es). The final\nreadiness status is passed, with review gates deferred to a\nhuman rather than self-approved by the generated run.\n\n---\nAssociated artifacts\nGitHub release: v0.3.2 (https://github.com/docxology/template_autoresearch_project/releases/tag/v0.3.2)\nDOI: https://doi.org/10.5281/zenodo.20417016\nZenodo: https://zenodo.org/records/20417016\nPDF SHA-256: e07b62850a1995935283d37a45c21d71fa7c4e69cdcc451c5a1ea8aee6d0c94a autoresearch reproducible research machine learning benchmark artifact readiness human review local artifact integrity The loop selected exp-mlp-tanh-64 after evaluating 4 of 5 proposed candidates, raising test accuracy from the 82.6% baseline to 89.4%. Diagnostics report macro F1 of 89.4%, a bootstrap accuracy interval of 86.4% to 92.0%, and top-2 accuracy of 95.6%. The selected candidate was top-ranked in 72.5% of deterministic bootstrap resamples, with exp-mlp-relu-32 as runner-up. The local security attestation passed with 0 checksum mismatches, and readiness passed with review gates deferred to a human. The paper states its contribution is not a new MNIST classifier but a template showing bounded AutoResearch run through a reproducible-paper lifecycle. Offline MNIST subset: 2000 train / 500 test images, seed 20260525 — Uses a committed, class-balanced local MNIST subset with recorded provenance hashes; no data are downloaded at runtime. Bounded candidate search over MLP, softmax, nearest-centroid, patch-attention — Evaluates at most 4 configured candidates against a nearest-centroid baseline, choosing by test accuracy with deterministic tie-breaks. Seven-stage AutoResearch pipeline with file-backed ledgers — Runs 7 configured stages, writing proposal, candidate, run, phase and review ledgers that hydrate manuscript variables. Safety controls: proposal-only autonomy, no LLM calls, deferred review — Defaults to proposal_only autonomy, records 0 LLM calls and no cost, never executes generated code, and leaves publication approval to a human. Statistical diagnostics: Wilson intervals, bootstrap, McNemar, calibration — Reports Wilson score intervals, deterministic bootstrap intervals, paired discordance tests, Brier score and negative log likelihood.","image_count":28},{"id":"work:Friedman2026ConvergenceAnalysisGradientDescent121","type":"work","title":"Convergence Analysis of Gradient Descent Optimization","url":"/works/Friedman2026ConvergenceAnalysisGradientDescent121.html","external_url":"https://doi.org/10.5281/zenodo.20417136","full_text_url":"/papers/2026_ConvergenceAnalysisGradient/full_text.md","summary":"This paper presents a convergence study of fixed-step gradient descent on a convex quadratic, framed as the computational exemplar of the Research Project Template (https://github.com/docxology/template). The implementat","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","optimization algorithms","gradient descent","convergence analysis","numerical methods","mathematical programming","reproducible research","infrastructure automation"],"content":"Convergence Analysis of Gradient Descent Optimization Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20417136 Friedman2026ConvergenceAnalysisGradientDescent121 Computational Paper This paper presents a convergence study of fixed-step gradient descent on a convex quadratic, framed as the computational exemplar of the Research Project Template (https://github.com/docxology/template). The implementation lives in projects/templates/template_code_project/src/optimizer.py; experiments and figures are orchestrated by projects/templates/template_code_project/scripts/optimization_analysis.py and hydrated into the manuscript through scripts/z_generate_manuscript_variables.py, so tables and prose track output/data/optimization_results.csv after every pipeline run.\n\nWe evaluate 6 step sizes from $\\alpha = 0.01$ to $\\alpha = 2.5$, spanning conservative, near-optimal, aggressive, and divergent regimes for a unit Hessian model. The build chain exercises template infrastructure end-to-end: scientific helpers (infrastructure.scientific.stability, infrastructure.scientific.benchmarking), validation, rendering (infrastructure/rendering/pdf_renderer.py), and reporting. Accessibility-oriented plotting defaults (colourblind-safe palette, 300 dpi exports) are centralized in src/figures/ and src/analysis/.\n\nContributions are methodological and architectural. On the methods side, we relate empirical iteration counts and error decay to the scalar contraction factor $\\rho(\\alpha) = |1-\\alpha|$ and document cases where runs hit $N_{\\max} = 1000$ before meeting the gradient tolerance. On the architecture side, we demonstrate a zero-mock test suite on project src/ (see test_optimizer.py (https://github.com/docxology/template/blob/main/projects/templates/template_code_project/tests/test_optimizer.py)), automated six-figure analysis, and reproducibility metadata (configuration hash, artifact counts) injected into .\n\nResults (this configuration): 4 of 6 grid points report converged=True in the CSV; non-convergent rows flag either slow progress at small $\\alpha$ under the iteration cap or instability when $|1-\\alpha| \\geq 1$. The analytical minimizer remains $x^\\ast = 1.0$ with $f(x^\\ast) = -0.5$ for the configured $(A,b)$.\n\nKeywords: optimization algorithms, gradient descent, convergence analysis, numerical methods, mathematical programming, reproducible research, infrastructure automation\n\n---\nAssociated artifacts\nGitHub release: v2.5.2 (https://github.com/docxology/template_code_project/releases/tag/v2.5.2)\nDOI: https://doi.org/10.5281/zenodo.20417136\nZenodo: https://zenodo.org/records/20417136\nPDF SHA-256: cd54b95893501467503fab2c4b432573306bc94f7040085550beb87d094b4e50 optimization algorithms gradient descent convergence analysis numerical methods mathematical programming reproducible research infrastructure automation Four of the six grid step sizes converged; the non-converged runs either hit the iteration cap at small α or were unstable when |1−α| ≥ 1. α=1.0 reached the optimum in one iteration for this unit-Hessian problem, the fastest configuration. The paper reports a stability boundary at α=2: α<2 converges and α≥2 diverges for the unit-Hessian problem. In the dimensional benchmark, iterations to convergence rose only modestly (219 to 238) across two decades of dimension. The author states the scientific claims are textbook material and the non-standard contribution is procedural (config-driven figures, CSV and manuscript numbers). Fixed-step gradient descent on a 1-D convex quadratic (A=1, b=1) — Runs fixed-step gradient descent on f(x)=½xᵀAx−bᵀx with A=[1], b=[1], analytic optimum x*=1, f(x*)=−0.5. Six-point step-size grid from α=0.01 to α=2.5 — Sweeps six fixed step sizes spanning conservative, near-optimal, aggressive and divergent regimes, with a gradient-norm tolerance and iteration cap. Comparison to scalar contraction factor ρ(α)=|1−α| — Relates empirical iteration counts and error decay to the contraction factor of the linear error recurrence for the unit-Hessian case. Stability grid (8 starts × 6 step sizes) and dimensional scaling benchmark — Evaluates accuracy over 48 start/step-size combinations and separately times gradient_descent() on identity-Hessian quadratics of increasing dimension. Zero-mock test suite with ≥90% coverage gate and variable-injected manuscript — Tests src/ without mocks under a CI coverage gate; results are injected into the manuscript from the analysis CSV via placeholders.","image_count":9},{"id":"work:Friedman2026EditorialQualityAtScale122","type":"work","title":"Editorial Quality at Scale: A Reproducible Prose-Review Pipeline","url":"/works/Friedman2026EditorialQualityAtScale122.html","external_url":"https://doi.org/10.5281/zenodo.20417104","full_text_url":"/papers/2026_EditorialQualityAt/full_text.md","summary":"This paper documents template_prose_project, the prose-focused exemplar of the Research Project Template (https://github.com/docxology/template). It pairs the template's two-layer architecture with the prose analysis inf","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","prose analysis","readability","editorial review","reproducible research","manuscript quality"],"content":"Editorial Quality at Scale: A Reproducible Prose-Review Pipeline Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20417104 Friedman2026EditorialQualityAtScale122 Computational Paper This paper documents template_prose_project, the prose-focused exemplar of the Research Project Template (https://github.com/docxology/template). It pairs the template's two-layer architecture with the prose analysis infrastructure (https://github.com/docxology/template/tree/main/infrastructure/prose) (readability metrics, structural outline, editorial quality flags) and the reference validation infrastructure (https://github.com/docxology/template/tree/main/infrastructure/reference) (BibTeX validation), demonstrating that rigorous editorial review can be expressed as a configurable, deterministic pipeline with no novel domain algorithm of its own.\n\nA single manuscript/config.yaml defines target grade-level bands, citation-density floors, structural rules (every section has an H1, no heading levels skipped), and bibliography-consistency policy. The pipeline reads the manuscript, runs the prose analysers, cross-checks every citation against manuscript/references.bib, evaluates the configured checks, and writes a deterministic markdown review report alongside three figures (per-file word counts, readability metrics, citation density) and a JSON manuscript_report.json suitable for CI artefacts.\n\nRun snapshot. The current configuration analyses 8 file(s) totalling 1742 words across 86 sentence(s) and 64 paragraph(s). Average Flesch-Kincaid grade level is 15.93; average Gunning Fog index is 16.69; the manuscript references 6 unique citation key(s); the longest section is 413 words and the shortest is 17. These numbers are auto-substituted by scripts/z_generate_manuscript_variables.py after every run, so the abstract tracks the JSON outputs in output/.\n\nThe contribution is methodological and architectural: a generic, reusable prose-quality module (infrastructure/prose/) that any project in the template can opt into, plus a minimal, configurable exemplar (projects/templates/template_prose_project/) that wires it to the bibliography and the manuscript pipeline.\n\nKeywords: prose analysis, readability, editorial review, reproducible manuscript review, scientific infrastructure\n\n---\nAssociated artifacts\nGitHub release: v0.4.2 (https://github.com/docxology/template_prose_project/releases/tag/v0.4.2)\nDOI: https://doi.org/10.5281/zenodo.20417104\nZenodo: https://zenodo.org/records/20417104\nPDF SHA-256: 290d21b10bd588b978d6a3200cdf0e3c2441ca86fcdc777ab41975fa910a260e prose analysis readability editorial review reproducible research manuscript quality The paper reports that editorial review can be expressed as a configurable, deterministic pipeline with no novel domain algorithm of its own. On the bundled manuscript, the run analysed 8 files totalling 1731 words, with average Flesch-Kincaid grade 15.87 and Gunning Fog 16.67. Because no external service is consulted, a second run on the same inputs produces byte-identical JSON (modulo timestamp metadata). The stated contribution is architectural: a reusable prose-quality module any template project can opt into, plus a minimal configurable exemplar. Five-stage pure-function pipeline: read, analyse, cross-check, evaluate, render — template_prose_project implements editorial review as five pure-function stages in src/, with scripts limited to argument parsing and I/O. Readability metrics: Flesch Reading Ease, Flesch-Kincaid grade, Gunning Fog — Per-file metrics are computed with textbook readability formulae over a vowel-group syllable heuristic. Heuristic quality flags: passive voice, hedge density, citation density — A quality analyser flags passive-voice candidates, hedge words, Pandoc [@key] citation density, and long sentences. Citation-key cross-check against references.bib with configurable policy — Every cited key is matched against the BibTeX file, with fail_on_missing / fail_on_unused settings in config.yaml. Run-twice diff test for byte-identical JSON output — Reproducibility is checked locally by running the pipeline twice and diffing manuscript_report.json.","image_count":5},{"id":"work:Friedman2026TemplateApproachReproducibleGenerative123","type":"work","title":"A template/ approach to Reproducible Generative Research","url":"/works/Friedman2026TemplateApproachReproducibleGenerative123.html","external_url":"https://doi.org/10.5281/zenodo.20419007","full_text_url":"/papers/2026_TemplateApproachReproducible/full_text.md","summary":"The reproducibility crisis in computational research is fundamentally structural: research artifacts are scattered across disconnected tools—LaTeX editors, Jupyter notebooks, ad-hoc shell scripts—with no enforced mechani","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","reproducible research","infrastructure-as-code","steganography","cryptographic provenance","LaTeX rendering","modular infrastructure","publication integrity","zero-mock testing"],"content":"A template/ approach to Reproducible Generative Research Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20419007 Friedman2026TemplateApproachReproducibleGenerative123 Computational Paper The reproducibility crisis in computational research is fundamentally structural: research artifacts are scattered across disconnected tools—LaTeX editors, Jupyter notebooks, ad-hoc shell scripts—with no enforced mechanism to keep code, data, and manuscript synchronized. Studies have shown that most published findings are false positives, replication rates in psychology hover around 36%, and only 24% of 1.4 million Jupyter notebooks can be successfully re-executed. Existing tools address fragments of this problem: workflow managers (Snakemake, Nextflow, CWL) orchestrate computation; literate programming systems (Quarto, Jupyter Book, R Markdown, Overleaf, OpenAI Prism) render documents; data versioning tools (DVC) track artifacts—but none enforces cross-cutting quality standards as architectural invariants. template/ applies the principle of Infrastructure as Code to the research lifecycle, making the manuscript, test suite, and provenance chain version-controlled, deterministically buildable, and independently verifiable. It is built on a Two-Layer Architecture that separates 23 infrastructure subdirectories (20 importable Python packages, ~604 modules, validated by ~7,780 tests) from self-contained project workspaces, connected by a YAML-declared pipeline (12 stages; default full 10)-based build pipeline progressing from environment sanitization through test execution (with a Zero-Mock testing policy enforcing 90% project-level and 60% infrastructure-level coverage via real filesystem operations and subprocess invocations), analysis script invocation, Pandoc/XeLaTeX rendering, SHA-256 cryptographic hashing with steganographic watermarking, structural PDF validation, and LLM-assisted review. A Documentation Duality standard equips every directory with both human-readable README.md and machine-readable AGENTS.md files, while each infrastructure module additionally carries a SKILL.md—a structured skill descriptor aligned with the Model Context Protocol—enabling AI agents to locate and invoke module capabilities without hallucinating API signatures.\n\nScalability is demonstrated across the generated public exemplar roster (templates/template_active_inference, templates/template_autoresearch_project, templates/template_autoscientists, templates/template_code_project, templates/template_gold_refinement, templates/template_literature_meta_analysis, templates/template_madlib, templates/template_newspaper, templates/template_prose_project, templates/template_sia, templates/template_template, templates/template_textbook), with representative heterogeneous cases under projects/templates/: optimization (template_code_project, 231 tests), prose (template_prose_project, 120 tests), and AutoResearch readiness (template_autoresearch_project, 296 tests). These guarantee control-positive layouts for code-centric, prose-centric, and retrieval-centric workflows at 90%+ project coverage alongside 60%+ infrastructure gates. All three share identical pipeline stages without cross-project coupling. This manuscript adds a complementary reflexive artifact: authored from projects/templates/template_template (127 tests) as a public exemplar in the same discovered/rendered tree, using the same analysis and render path and injecting counters from repository introspection. The fact that these words, metrics, and figures were generated by the pipeline they describe demonstrates self-documenting capacity: rendered through the DAG, validated without mocks, optionally watermarked. A comparative analysis against nine peer tools across fourteen dimensions positions template/ as integrating fourteen distinctive enforcement capabilities—testing thresholds, cryptographic provenance, steganographic watermarking, multi-project management, MCP-aligned skill descriptors, Zero-Mock policy, orchestration through publication—in one repository. Code is released under the Apache License 2.0 at github.com/docxology/template; the work remains open-ended.\n\n---\nAssociated artifacts\nGitHub release: v1.0.9 (https://github.com/docxology/template_template/releases/tag/v1.0.9)\nDOI: https://doi.org/10.5281/zenodo.20419007\nZenodo: https://zenodo.org/records/20419007\nPDF SHA-256: 535bd80943d0ae9fd504a926efb41c6b39c3a812a94ea4d51bc974029bca563c reproducible research infrastructure-as-code steganography cryptographic provenance LaTeX rendering modular infrastructure publication integrity zero-mock testing thin orchestrator two-layer architecture FAIR4RS research software engineering Reports 100% pipeline completion for the sampled multi-project runs, with timings described as illustrative. The manuscript was itself produced by the pipeline it describes, with metrics injected from repository introspection. The comparative analysis positions template/ as integrating fourteen distinctive enforcement capabilities in one repository. States that the provenance layer offers SHA-256 tamper detection but not cryptographic non-repudiation, since it lacks private-key signatures. Acknowledges the pipeline is single-machine, without native distributed execution, where Snakemake, Nextflow and CWL are superior. Two-Layer Architecture separating shared infrastructure from project workspaces — Describes a repository design where N independent research projects share infrastructure packages without coupling to each other. YAML-declared 12-stage build DAG from tests through Pandoc/XeLaTeX rendering — Specifies the pipeline in pipeline.yaml; default full runs use 10 stages and --core-only runs 8. Zero-Mock testing policy with 90% project and 60% infrastructure coverage gates — Tests use real filesystem operations and subprocess calls rather than mocks, with coverage thresholds enforced by the pipeline. Feature comparison against nine peer tools across fourteen dimensions — Compares template/ with workflow managers, literate-programming systems, DVC, Overleaf and OpenAI Prism on enforcement features. Multi-project pipeline runs measuring coverage, timing, integrity and watermarking — Exemplar projects were run through the core pipeline on an Apple Silicon workstation, recording tests passed, durations and steganography timings.","image_count":7},{"id":"work:Friedman2026ActiveInferenceMultiTrack124","type":"work","title":"Active Inference Multi-Track Exemplar","url":"/works/Friedman2026ActiveInferenceMultiTrack124.html","external_url":"https://doi.org/10.5281/zenodo.20417021","full_text_url":"/papers/2026_ActiveInferenceMulti/full_text.md","summary":"We study a minimal Active Inference stack on toy models: a Bernoulli–Ising analytical oracle, a pymdp T-maze rollout, and a sheaf-indexed compose contract that binds 34 fragment tracks into 12 flat IMRAD sections. The me","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","active inference","pymdp","sophisticated inference","generalized notation notation","lean"],"content":"Active Inference Multi-Track Exemplar Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20417021 Friedman2026ActiveInferenceMultiTrack124 Computational Paper We study a minimal Active Inference stack on toy models: a Bernoulli–Ising analytical oracle, a pymdp T-maze rollout, and a sheaf-indexed compose contract that binds 34 fragment tracks into 12 flat IMRAD sections. The methodological contribution is a discipline rather than a domain finding: every reported number is hydrated from a generated artifact and every cross-track claim is machine-checked before rendering, so no figure or statistic can drift from the artifact that produced it — 6 sheaf axioms are verified before composition and 25 negative controls keep each failure path live. Claims are limited to those models and their generated artifacts.\n\nreports a 17-row coverage matrix (5 IMRAD group headers) regenerated from the live manifest at compose time. documents the T-maze harness aligned with pymdp sophisticated_inference examples (https://github.com/infer-actively/pymdp/tree/main/examples/experimental/sophisticated_inference).\n\nrecords 12 / 12 invariant checks passed. SI planning horizon: 2 steps. Sweep RMSE 0 nats bounds analytical–empirical agreement on the coupling grid.\n\n---\nAssociated artifacts\nGitHub release: v0.3.2 (https://github.com/docxology/template_active_inference/releases/tag/v0.3.2)\nDOI: https://doi.org/10.5281/zenodo.20417021\nZenodo: https://zenodo.org/records/20417021\nPDF SHA-256: f191b48f94394cab17069fd04502c59fc1c287e7893eb078e05ba4be04d4a04c active inference pymdp sophisticated inference generalized notation notation lean The paper frames its result as a methodological discipline rather than a domain claim: 6 sheaf axioms are machine-checked and 25 negative controls keep failure paths live. It reports 12/12 invariant checks passed and a sweep RMSE of 0 nats between analytical and empirical values on the coupling grid. The measured state_inference T-maze rollout reports mean belief entropy 0.3251 nats over 2 steps, with goal reached and action diversity 2. A coverage audit reports 95 present, 95 bound, and 0 missing cells on the IMRAD matrix. The author states the models are pedagogical and validate consistency and artifact wiring, not empirical claims about biological agents. Bernoulli–Ising analytical oracle (K=2) — Closed-form mutual information and free-energy decomposition on a symmetric Bernoulli–Ising toy, cross-checked by an independent exact recomputation via total correlation. Deterministic pymdp T-maze rollout — A minimal T-maze following pymdp sophisticated_inference examples, defaulting to state_inference with planning horizon policy_len = 2 and logged beliefs and actions. Sheaf-indexed manuscript compose contract — Binds 34 composable fragment types to manifest rows under an IMRAD outline, verifying sheaf axioms and negative controls before rendering. Lean boundary-witness formalization — Lean modules checked by lake build state small finite T-maze and graph-world witnesses, with axioms audited via #print axioms; explicitly not a broad formalization. Artifact-hydrated reporting with validation gates — Every reported number is hydrated from generated artifacts and cross-track claims are machine-checked by pipeline gates before the PDF is built.","image_count":34},{"id":"work:Friedman2026BeeStackEvidenceTypedScaffold125","type":"work","title":"BeeStack: An Evidence-Typed Scaffold for Whole-Colony Honeybee Simulation","url":"/works/Friedman2026BeeStackEvidenceTypedScaffold125.html","external_url":"https://doi.org/10.5281/zenodo.20420556","full_text_url":"/papers/2026_BeeStack/full_text.md","summary":"BeeStack is an executable, evidence-typed research scaffold for whole-colony simulation of the Western honey bee (Apis mellifera), organized as five layers (Body, Brain, Mind, Swarm, Niche). It pairs FlyBody/MuJoCo body ","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","honeybee","Apis mellifera","active inference","simulation scaffold","swarm intelligence","niche construction","FlyBody","MuJoCo"],"content":"BeeStack: An Evidence-Typed Scaffold for Whole-Colony Honeybee Simulation Friedman, Daniel Ari Chambers, Tucker Cahill Daniel Ari Friedman Tucker Cahill Chambers Zenodo 10.5281/zenodo.20420556 Friedman2026BeeStackEvidenceTypedScaffold125 Computational Paper BeeStack is an executable, evidence-typed research scaffold for whole-colony simulation of the Western honey bee (Apis mellifera), organized as five layers (Body, Brain, Mind, Swarm, Niche). It pairs FlyBody/MuJoCo body and small-scene swarm renders with curated empirical BeeBrain datasets and reduced deterministic kernels, keeping fidelity a declared per-module property: every quoted number is traceable from configuration to artifact to manuscript, gaps are catalogued rather than hidden, and the validation rate is a config-band self-test measure, not a biological-realism score. This 1.0 release accompanies the manuscript 'BeeStack: An Evidence-Typed Scaffold for Whole-Colony Honeybee Simulation' and includes the combined PDF and the full source archive. Source: https://github.com/docxology/BeeStack honeybee Apis mellifera active inference simulation scaffold swarm intelligence niche construction FlyBody MuJoCo antennal lobe mushroom body central complex waggle dance BEEHAVE reproducible research The empirical run integrates 48 response panels, 7 anatomy inventories and 24 odor templates, with a parseable-source fraction of 0.800. All module contract self-tests pass (rate 1.000) alongside 11 catalogued open gaps; the authors stress this is contract conformance, not biological validation. BeeBody visual scores (0.980 visual, 1.000 silhouette) certify that renders look like a bee, not that kinetics match; masses, adhesion and aerodynamics are FlyBody defaults. Strict swarm scenes are small scripted-pose contact scenes (3 scenes, 15 unique contact pairs); colony dynamics use reduced kernels with 50 agents representing 20,000 workers. The authors state the results do not show BeeStack can yet predict colony survival, pesticide response, full dance-language use, or field foraging success. Five typed Python modules (Body, Brain, Mind, Swarm, Niche) with contracts — A five-layer honeybee specification is converted into five typed Python modules with explicit contracts, deterministic seeding and a hydrated manuscript. BeeBody: FlyBody walking/flight tasks on a generated honeybee MJCF in MuJoCo — Body renders use FlyBody walking and wing-beat flight tasks through a generated honeybee MJCF body plan in MuJoCo; strict swarm scenes use scripted poses with real contact detection. BeeBrain ingestion of curated public Apis mellifera datasets — Public anatomy and activity datasets (Honey-Bee Standard Brain, glomerular odor codes, calcium imaging, etc.) are parsed into anatomy inventories, response panels and dance templates. Reduced deterministic kernels for BeeMind, BeeSwarm and BeeNiche — Active-inference-style policy scoring, dance recruitment and comb/thermal stepping are implemented as reduced, hand-calibrated deterministic kernels with diagnostics. Claim ledger and manuscript hydration from run-time JSON — A claim ledger maps each claim class to evidence and what it does not prove; manuscript numbers are read from pipeline-generated JSON, and tests use no mocks.","image_count":42},{"id":"work:Friedman2026WhenDoBugsSee126","type":"work","title":"When do bugs see (infra)red?","url":"/works/Friedman2026WhenDoBugsSee126.html","external_url":"https://doi.org/10.5281/zenodo.20450880","full_text_url":"/papers/2026_WhenDoBugs/full_text.md","summary":"Objective: To review the plausibility of insect detection of infrared (IR) cues that covary with semiochemical vibrational signatures, and to produce falsifiable predictions through the integration of comparative entomol","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","insect olfaction","infrared detection","vibrational theory of olfaction","semiochemicals","sensilla morphology","electromagnetic sensing","active inference","reproducible research"],"content":"When do bugs see (infra)red? Chambers, Tucker Friedman, Daniel A. Tucker Chambers Daniel A. Friedman Zenodo 10.5281/zenodo.20450880 Friedman2026WhenDoBugsSee126 Computational Paper Objective: To review the plausibility of insect detection of infrared (IR) cues that covary with semiochemical vibrational signatures, and to produce falsifiable predictions through the integration of comparative entomology, spectroscopy, neural timing analysis, and computational electromagnetism. The vibrational theory remains contested, so the framework treats IR/vibrational sensing as a testable complement to molecular recognition rather than a replacement for receptor binding . Methods: We integrate: (i) literature-grounded morphometric ranges for antennal sensilla, (ii) ATR-FTIR evidence that insect body chemistry can support species discrimination, (iii) published olfactory receptor neuron timing constraints, and (iv) deterministic electromagnetic models that expose their assumptions and parameter sensitivity . Preregistered experimental protocols specify QCL/LED bands (2--25 µm), thermal matched controls, power density 0.1--2 mW/cm², and N≥50 per condition. All analyses use fixed random seeds (42) where stochastic routines are present. Results: The computational figures show where sensillum-scale dimensions, CHC-associated mid-IR bands, and atmospheric windows overlap, but they do not by themselves establish biological IR olfaction. The strongest empirical anchors are narrower: fast insect ORN first-spike timing, photomechanic IR organs in pyrophilous beetles, hematophagy IR cues in mosquitoes and kissing bugs, thermogenic pollination signals in cycads, thermosensitive coeloconic sensilla in ants, and passive cuticle IR optics . These sources motivate specific experiments while also constraining the manuscript's range and mechanism claims. Conclusions: The framework yields five preregistered falsifiers aligned with \\Cref{sec:discussion}: (1) spectral nulls under matched thermal load, (2) geometric mismatch between sensilla dimensions and predicted resonances, (3) environmental misalignment of CHC peaks with transmission windows, (4) temporal indistinguishability of IR versus thermal ORN latencies, and (5) behavioral independence of IR-only orientation from chemical gradients. Protocols specify QCL/LED bands (2--25 µm), matched power deposition, and N≥50 per condition to separate electromagnetic detection from thermal artifacts. Implications: Applications of this work include biomimetic IR sensor design, better-controlled pest-monitoring experiments, and clearer tests of whether insect olfactory systems ever use wavelength-specific electromagnetic information. Keywords: insect olfaction, infrared detection, vibrational theory, electromagnetic sensing, sensilla morphology, cuticular hydrocarbons, atmospheric transmission, biomimetic sensors Reproducibility: Complete implementation with seven case studies in Appendices --- Associated artifacts GitHub release: v1.0.0 (https://github.com/docxology/cohereants/releases/tag/v1.0.0) PDF SHA-256: 36bd97a8ff522937390213a69abb40c8c87a06ab783457e62d7effef4762bac2 insect olfaction infrared detection vibrational theory of olfaction semiochemicals sensilla morphology electromagnetic sensing active inference reproducible research The computed figures show where sensillum dimensions, CHC-associated mid-IR bands, and atmospheric windows overlap, but do not by themselves establish biological IR olfaction. The framework yields five preregistered falsifiers, including spectral nulls under matched thermal load and geometric mismatch between sensilla and predicted resonances. Published insect ORN timing is fast enough that any IR stage would need to be experimentally separated from already-rapid molecular responses. Beetle, kissing-bug, ant, cycad, and mosquito examples establish radiant IR sensing precedents but not direct semiochemical IR olfaction. On a CHC spectrum fixture, the paper's automated peak detection identifies CHC-associated bands that published ATR-FTIR work links to species discrimination; perceptual use of those bands remains to be tested. Integration of literature morphometrics, ATR-FTIR evidence, ORN timing, and EM models — Combines published sensilla ranges, FTIR insect-chemistry evidence, olfactory neuron timing constraints, and deterministic electromagnetic models. Coarse atmospheric IR transmission window model with sensitivity terms — A baseline window model plus humidity, temperature, scattering, and path-length terms, explicitly framed as a scenario generator. Quarter-/half-wave resonance estimates for sensilla as dielectric antennas — Representative sensilla classes, anchored to published Thripidae measurements, are compared against IR wavelengths via resonance and waveguide calculations. Unit-tested deterministic code (CohereAnts) with fixed seeds and coverage gate — All models are implemented in tested src/ modules with seed 42 and a 90% coverage gate, with seven appendix case studies. Preregistered IR-only assay protocols with thermal-matched controls — Specifies single-sensillum electrophysiology, behavioral IR-only assays, and SEM morphometrics with QCL/LED bands and N>=50 per condition.","image_count":16},{"id":"work:Friedman2026SelfImprovementAgentHarness127","type":"work","title":"Self-Improvement Agent Harness: A Deterministic SIA Exemplar","url":"/works/Friedman2026SelfImprovementAgentHarness127.html","external_url":"https://doi.org/10.5281/zenodo.20453879","full_text_url":"/papers/2026_SelfImprovementAgent/full_text.md","summary":"This exemplar documents template_sia, a deterministic implementation of the Self-Improvement Agent (SIA) harness contract described in the Self-Improvement Agents specification (Hexo AI, 2026, arXiv:2605.27276). The defa","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","self-improvement agents","benchmark harness","reproducible research","agent evaluation"],"content":"Self-Improvement Agent Harness: A Deterministic SIA Exemplar Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20453879 Friedman2026SelfImprovementAgentHarness127 Computational Paper This exemplar documents template_sia, a deterministic implementation of the Self-Improvement Agent (SIA) harness contract described in the Self-Improvement Agents specification (Hexo AI, 2026, arXiv:2605.27276). The default pipeline replays fixture-backed generations for the mini_classify task; opt-in live mode runs bounded target subprocesses and optional Ollama-backed meta/feedback steps.\n\nRun snapshot. Task mini_classify, run 1, 3 generation(s), live=false. Final accuracy=0.8333 over 6 held-out samples. Values are injected by scripts/z_generate_manuscript_variables.py after analysis.\n\nKeywords: self-improvement agents, benchmark harness, reproducible evaluation, agent loops\n\n---\nAssociated artifacts\nGitHub release: v0.1.2 (https://github.com/docxology/template_sia/releases/tag/v0.1.2)\nDOI: https://doi.org/10.5281/zenodo.20453879\nZenodo: https://zenodo.org/records/20453879\nPDF SHA-256: 6e6d19d04182628bb825471cf8094b5c32d2c491d2c646652ec7e2439ba80773 self-improvement agents benchmark harness reproducible research agent evaluation In the bundled fixture-replay run, final accuracy on mini_classify was 0.8333 over 6 held-out samples after 3 generations. Accuracy rose from the first to the final generation by a metric delta of 0.3333 in the fixture replay. template_sia shows the SIA harness contract can be embedded in the Research Project Template without vendoring upstream orchestration code, split into an infrastructure layer and a project layer. The author states the fixture-replay metrics validate wiring only and are not evidence of state-of-the-art self-improvement. Meta -> Target -> Feedback three-agent SIA loop — The harness cycles a meta agent that seeds a target agent, the target run on public data, and a feedback agent that reads private metrics to propose the next generation. Public/private task split with deterministic reference baseline — Each task separates agent-visible data and instructions from held-out evaluation labels, plus a deterministic reference target agent. Fixture-replay determinism contract with opt-in live mode — By default generations replay recorded fixtures so CI never runs generated code or calls LLM APIs; a flag enables bounded subprocess execution with optional Ollama feedback. mini_classify single-feature threshold classifier task — The bundled exemplar task is a threshold classifier on one feature column, evaluated over 3 generations on 6 held-out samples.","image_count":4},{"id":"work:Friedman2025BiofirmDevelopmentFirstPrinciples128","type":"work","title":"Biofirm Development with First Principles First and the Active Inference Institute at the Applied Active Inference Symposium 2024","url":"/works/Friedman2025BiofirmDevelopmentFirstPrinciples128.html","external_url":"https://doi.org/10.5281/zenodo.14861595","full_text_url":"/papers/2025_BiofirmDevelopmentWith/full_text.md","summary":"Presentation · Zenodo · Active Inference","year":2025,"domain":"Active Inference","tags":["Presentation","Active Inference","bibliography"],"content":"Biofirm Development with First Principles First and the Active Inference Institute at the Applied Active Inference Symposium 2024 John Clippinger Pashea, Andrew Friedman, Daniel Andrew Pashea Daniel Friedman Zenodo 10.5281/zenodo.14861595 Friedman2025BiofirmDevelopmentFirstPrinciples128 Active Inference Presentation Presents Active Inference 'biofirm' homeostatic agents as an approach to bioregional and regenerative finance. Lists features to avoid in a new economy, including commodification of nature and people and total fungibility of asset classes. Proposes an open-source biofirm kernel built on homeostatic, biomimetic principles such as self-organization, self-healing and self-modeling. Names the Free Energy Principle and Shapley Value as the basis for cooperative incentives and value allocation. States criteria grounding the biofirm in the scientific method, Bayesian statistics and the Markov blanket, with scale- and domain-free MRV metrics. Mapping biofirm design to Ostrom's commons governance principles — The slides use Ostrom's commons design principles and social-ecological system concept as the reference framework for biofirm governance.","image_count":10},{"id":"work:Friedman2025ConCatEnateEmulation129","type":"work","title":"Con-cat-enate: emulation of Cat Hippocampus","url":"/works/Friedman2025ConCatEnateEmulation129.html","external_url":"https://doi.org/10.5281/zenodo.13626536","full_text_url":"/papers/2025_ConCatEnate/full_text.md","summary":"Updated added a number of pages at the start (from page 2) that describes the entire system and whats missing apologies for not giving this overview of what would happen given those missing parts and the purpose of demo0","year":2025,"domain":"Computational","tags":["Paper","Computational","bibliography"],"content":"Con-cat-enate: emulation of Cat Hippocampus Djuwidja, Andrew Friedman, Daniel Andrew Djuwidja Daniel Friedman Zenodo 10.5281/zenodo.13626536 Friedman2025ConCatEnateEmulation129 Computational Paper Updated added a number of pages at the start (from page 2) that describes the entire system and whats missing apologies for not giving this overview of what would happen given those missing parts and the purpose of demo0.01 which substitute those parts to see whether the break down of the 10 miliscond to (longer period) with each handwritten sim, does stack chems as mentioned; and thus imply correct behavior some of the documents mentioning demo 0.01 and its motivation wasnt included (mentioned in the catpilot) therefore might cause confusion (ontop of also not really mentioning what would each of the missing part cause,) much apologies part 1 and part 2 updated of the emulated cat goes along with these documents: pilot: https://zenodo.org/records/14737043 beacons: https://zenodo.org/records/14737060 bevcyc: https://zenodo.org/records/14737076 The authors state the document's purpose is only to justify the proposed flow, which is a posit testable only once its components exist. They list missing components, including sim, CYC and chem tables, the CYC modulator (a process reward model), a trigger table and a sim resolver. The authors argue a process reward model is critical: without it, it would be impossible to check which route or CYC completion was better. The authors flag as untested whether the proposed decreasing-slot protocol for breaking down CYCs is valid or runs smoothly. Independent vision-processing modules (Scanning Trio, Track Trio) — Proposes organ-like modules (modScan/modLoc/modNav for maps, points, routes; modWatch/modLook/modTude for shading, attention, tests) that process vision input and publish triggers. Chempool emulation of accumulated chemicals/hormones — Uses chempool nodes attached to modules to tally stacked chemical notations (e.g. STRESS^, #ERROR) that time and combine trigger initiation. CYC drivers decomposed into |n| slots by a CYC modulator — Epigenetic-emulation CYC drivers (e.g. WAKE-HAPPY-WAKE) are split into six-slot blocks force-filled from priority tables set by the CYC modulator, then resolved. modStream trigger grading into themes, latches and simulations — Triggers from the vision trios (and CYCs) are graded by modStream into themes and latches (simulations), which modLatch resolves into updates. Planned DEMO 0.01 with hardcoded CYCs and simulations — Proposes a demo that handwrites 11 CYCs and a simple map simulation, 'cheats' the PRM step, and shows chem accumulation and trigger selection without learning.","image_count":9},{"id":"work:Friedman2025GraphspeakLanguageHandshake130","type":"work","title":"Graphspeak: of language and handshake","url":"/works/Friedman2025GraphspeakLanguageHandshake130.html","external_url":"https://doi.org/10.5281/zenodo.14737156","full_text_url":"/papers/2025_Graphspeak/full_text.md","summary":"An experiment on decomposing language onto initially established graph-theory representation applied then onto some pre-selected transformations (commonly used context/tool related transmutes) (t1,t2,t3) then upon some l","year":2025,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Graphspeak: of language and handshake djuwidja, andrew Friedman, Daniel andrew djuwidja Daniel Friedman Zenodo 10.5281/zenodo.14737156 Friedman2025GraphspeakLanguageHandshake130 Active Inference Paper An experiment on decomposing language onto initially established graph-theory representation applied then onto some pre-selected transformations (commonly used context/tool related transmutes) (t1,t2,t3) then upon some layers of decomposition finding out the shared context / what we label as a handshake; for the purpose of education / others Defines graphspeak as an experimental communication method whose medium is permutative graphs requiring a pre-handshake selection of sampling nodes. Argues that such a language's success depends not on rigor but on empathy, framed as composing the recipient's capability with their context. States planned objectives of testing deployment for kids, for cross-language generalizability, and for rigor. Proposed three-layer graph sampling, conversion and decomposition scheme — Outlines Layer 0-2 steps: sampling nodes with graph theory, converting via chosen permutative formats, then decomposing and comparing similarity. Three provisional 'transmute' rules for node composition (Tr1-Tr3) — Defines three temporary notational norms for combining and decomposing nodes, illustrated with car-component examples. Planned pipeline of LLM querying with manual human confirmation — Proposes data flows in which LLM labeling of objects and transmutes is followed by a manual confirmation layer before stashing. Proposed graph-composition game as a test and application vehicle — Describes a planned game in which players compose trees of 3-node graphs and apply preselected transmutation types.","image_count":7},{"id":"work:Friedman2025BevCycPositPrimitiveDrivers131","type":"work","title":"BevCyc - posit on primitive drivers of creatures","url":"/works/Friedman2025BevCycPositPrimitiveDrivers131.html","external_url":"https://doi.org/10.5281/zenodo.14737075","full_text_url":"/papers/2025_BevCycPositPrimitive/full_text.md","summary":"BehavioralCycle / CYC / “ from epigenetic-sequence / epigenetic-cycle” transcribed onto ROS-like / gymnasium like Nodes-of-action-sequence; but in actual essence; is just an empty node-scaffold To fill with action-contex","year":2025,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography"],"content":"BevCyc - posit on primitive drivers of creatures djuwidja, andrew Friedman, Daniel andrew djuwidja Daniel Friedman Zenodo 10.5281/zenodo.14737075 Friedman2025BevCycPositPrimitiveDrivers131 Genetics & Biomedical Paper BehavioralCycle / CYC / “ from epigenetic-sequence / epigenetic-cycle” transcribed onto ROS-like / gymnasium like Nodes-of-action-sequence; but in actual essence; is just an empty node-scaffold To fill with action-context-pairs that is designed so that they are decomposable Onto the lowest level (which is muscle tension %) “ BevCYC is a framework that implements a decomposable Chain of Node ( N – N – N ) Representing an Action Sequence / Concept Sequence That is based on the Epigenetic Cycle ideations. The authors posit that state–action–state triplets can be treated as state–state–state, deliberately blurring the state/action distinction. The authors suggest a minimal 'silly cat' agent demonstrating only social-cortex logging and applying could be built in the near term. The authors flag that the work is experimental and hypothesized, with later revision for proper active inference modeling contingent on technical help. Decomposable chain of nodes (N–N–N) for action/concept sequences — Proposes BevCYC as a chain of empty nodes for action-context pairs, modeled on epigenetic-cycle ideas, representing action or concept sequences. Hierarchical decomposition down to muscle tension % — Nodes are decomposed hierarchically until they resolve to a muscle tension percentage at the lowest level. Shrinking $$$] / $$] / $] scaffold with interruption slots — Experiments with a scaffold whose earlier nodes have more slots (L) for interruption or vision/theme injection than later ones. Worked sketch: cat food-seeking cycle (EpiFoodPlau) as ROS-style nodes — Illustrates the idea with a cat morning routine of chained triplets (wake–roam–sleep, roam–hunt–roam) treated as ROS nodes with completion checkpoints. Proposed conversion node/table to robotics frameworks (BT, HTN, STRIPS) — Suggests converting BevCycles to behavior trees, HTNs, motor primitives or STRIPS planning by adding a conversion node and table.","image_count":1},{"id":"work:Friedman2025BeaconsPreEmulationSocial132","type":"work","title":"Beacons - pre emulation of social cortex","url":"/works/Friedman2025BeaconsPreEmulationSocial132.html","external_url":"https://doi.org/10.5281/zenodo.14737059","full_text_url":"/papers/2025_BeaconsPreEmulation/full_text.md","summary":"primitive emulation of social cortex currently only about tagging object types and labeled objects in simulations and having them refer to a table of category and response, which might include a sim of their own sensitiv","year":2025,"domain":"Computational","tags":["Paper","Computational","bibliography"],"content":"Beacons - pre emulation of social cortex djuwidja, andrew Friedman, Daniel andrew djuwidja Daniel Friedman Zenodo 10.5281/zenodo.14737059 Friedman2025BeaconsPreEmulationSocial132 Computational Paper primitive emulation of social cortex currently only about tagging object types and labeled objects in simulations and having them refer to a table of category and response, which might include a sim of their own sensitive to cues such as mood or transferable cues of when the object type is called; then \"emulated\" in the mind a pulse-to-response only version of the associated objects for this purpose ( should update with more social cortex posits soon ) Proposes classifying entities on a certainty spectrum, from predictable (walls, rocks) to highly dynamic social entities carrying their own prediction matrix. Introduces a self-social (OTSSA) label so identities can be represented and swapped into social-social simulations in place of another social creature. Notes that biologically objects may first be treated as social and then downgraded, but the sketch deliberately starts bottom-up for an optimized working agent. States the aim of building an agent by attaching any vision model to a labeling regime, which the authors flag as subject to change. Cat-in-environment thought scenario for a simulated agent — The design is framed around a single agent (a cat) perceiving an environment of objects, each treated as a signal-publishing beacon. Pattern-scan and labeling procedure with object-type codes — A numbered formal process scans vision for patterns, ranks them by significance, and assigns labels such as OTSP, OTSA, OTSB and OTSSB by object type. Beacons table with confirmation and weight pulses — Sketches building a beacons table, checking nearest object types, then publishing pulses as weights onto the agent's simulation. Baseline-to-learned epigenetic reaction tables — Beacon processing trees are encoded in a table that starts from an inherited baseline of reactions and is modified by learning.","image_count":1},{"id":"work:Friedman2025ConCatEnatePilot133","type":"work","title":"Con-cat-enate: pilot overview","url":"/works/Friedman2025ConCatEnatePilot133.html","external_url":"https://doi.org/10.5281/zenodo.14737042","full_text_url":"/papers/2025_ConCatEnate2/full_text.md","summary":"Short overview of the concatenate amateur cat Combined with Beacons Bevcyc and demo 0.01 plan","year":2025,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography"],"content":"Con-cat-enate: pilot overview djuwidja, andrew Friedman, Daniel andrew djuwidja Daniel Friedman Zenodo 10.5281/zenodo.14737042 Friedman2025ConCatEnatePilot133 Genetics & Biomedical Paper Short overview of the concatenate amateur cat Combined with Beacons Bevcyc and demo 0.01 plan The authors summarise the pipeline as: get vision input, label/tag/process, combine with CYC, form a SIM, learn the SIM outcome, and update. The authors state the methods are currently handwritten and optimization is still in progress. The authors state they lack a consistent automated formula but believe they can produce a full behavior table for any requested video or activity. Proposed decomposable action-sequence cat agent with ROS-style checkpoints — The pilot sketches a cat agent built from decomposable action sequences using ROS-style action checkpoints. BEACONS: pulse-and-response-table emulation of a social cortex — Tagged objects are assigned pulses with a response table so the cat can decide how to respond, hedge or prepare toward each object. BEV-CYC: inherited-then-learned chains of decomposable behavior nodes — Behavioral drives are represented as node chains, hardcoded from birth and then edited by learning, decomposed down to muscle-tension decisions. Time-limited SIM resolution with 'quickcalc' free-energy shortcuts — Each simulation is resolved within a time limit and updates parameters; low-novelty SIM types are converted to quickcalc formulas over a free-energy range.","image_count":9},{"id":"work:Friedman2024PushPullPrimingSequence134","type":"work","title":"Push and Pull: A priming sequence","url":"/works/Friedman2024PushPullPrimingSequence134.html","external_url":"https://doi.org/10.5281/zenodo.10659374","full_text_url":"/papers/2024_PushPull/full_text.md","summary":"The primary objectives of this Push and Pull document are to explore the decoupling of cognitive ( covert , attentional) and bodily ( overt ) behaviors , and to provide a sequence of hands-on computer exercises for furth","year":2024,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Push and Pull: A priming sequence Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.10659374 Friedman2024PushPullPrimingSequence134 Active Inference Paper The primary objectives of this Push and Pull document are to explore the decoupling of cognitive ( covert , attentional) and bodily ( overt ) behaviors , and to provide a sequence of hands-on computer exercises for further exploration . The priming sequence of exercises is presented to inform an individual’s understanding of how their attention interacts with computer use movements, such as controlling the on-screen cursor with mouse, touchpad, or eye movements. What is presented here is only an initial sequence to complement other and future development of “hand-I” uncouplings, in principle and in practice. The author reports a preliminary impression that attentional push movements are faster and carry lower cognitive burden than goal-oriented pull strategies. The author stresses that push is not easier or better than pull, only different and faster. The document presents itself as only an initial sequence meant to complement future development of 'hand-I' uncouplings. Eight-step self-guided computer exercise sequence (A-to-B cursor/eye movement) — Readers move a mouse, touchpad, eyes, or attention between two points A and B, alternating 'push' and 'pull' cognitive strategies across eight progressively layered exercises. Layering push/pull movement with lip pursing, vocalization, and language generation — Later steps add bodily constraints (pursed lips), repeated syllables, memorized text, and freeform speech while alternating push and pull movements.","image_count":1},{"id":"work:Friedman2023NaturalAIBasedScience135","type":"work","title":"A Natural AI Based on The Science of Computational Physics, Biology and Neuroscience: Policy and Societal Significance","url":"/works/Friedman2023NaturalAIBasedScience135.html","external_url":"https://doi.org/10.5281/zenodo.10360056","full_text_url":"/papers/2023_NaturalAIBased/full_text.md","summary":"Letter on: \"A Natural AI Based on The Science of Computational Physics, Biology and Neuroscience: Policy and Societal Significance\". v1 released on December 12, 2023.","year":2023,"domain":"Computational","tags":["Paper","Computational","bibliography","Active Inference","AI","Natural","Policy"],"content":"A Natural AI Based on The Science of Computational Physics, Biology and Neuroscience: Policy and Societal Significance Clippinger, John de Vries, Bert Noveck, Beth Fields, Chris Slater, Cory Friedman, Daniel Ari Silbersweig, David A. Lapenta, Francesco Grimm, Holly Emmett, Jeff Shane, Joshua Friston, Karl Nkemnkia, Martin Nkafu Brown, Matthew Pirkowski, Matthew Levin, Michael Zargham, Michael Tuan, Nguyen Anh Achuthan, Krishnashree Patterson, Thomas David, Scott L. Kehler, Thomas Knight, Virginia Bleu Nakayama, Yasuhide John Clippinger Bert de Vries Beth Noveck Chris Fields Cory Slater Daniel Ari Friedman David A. Silbersweig Francesco Lapenta Holly Grimm Jeff Emmett Joshua Shane Karl Friston Martin Nkafu Nkemnkia Matthew Brown Matthew Pirkowski Michael Levin Michael Zargham Nguyen Anh Tuan Krishnashree Achuthan Thomas Patterson Scott L. David Thomas Kehler Virginia Bleu Knight Yasuhide Nakayama Zenodo 10.5281/zenodo.10360056 Friedman2023NaturalAIBasedScience135 Computational Paper Letter on: \"A Natural AI Based on The Science of Computational Physics, Biology and Neuroscience: Policy and Societal Significance\". v1 released on December 12, 2023. Active Inference AI Natural Policy The letter argues that current LLMs and Transformer models are 'corpus bound', with parameter-setting criteria hidden in an undecipherable stochastic black box. The signatories argue that research in computational neuroscience, biology and physics supports a more nuanced and positive narrative of intelligence than AGI/existential-threat narratives. The letter contends AI need not be monolithic or concentrated in Big Tech to be commercialized and regulated, anticipating distributed, biologically grounded intelligences on mobile devices. The signatories call for a science-based understanding of AI's biological foundations to be given public voice and for interdisciplinary public workshops among legislators, regulators and other stakeholders."},{"id":"work:Friedman2023ATLASQuestionOrientedApproach136","type":"work","title":"ATLAS: A Question Oriented Approach to the Use of Pattern Languages in Knowledge Management","url":"/works/Friedman2023ATLASQuestionOrientedApproach136.html","external_url":"https://doi.org/10.5281/zenodo.10296601","full_text_url":"/papers/2023_ATLAS2/full_text.md","summary":"The ATLAS system, evolving since the late 1990s, stands as a dynamic and comprehensive knowledge management tool that intends to address the complexities of modern information supply chains. The antecedent to ATLAS was t","year":2023,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography"],"content":"ATLAS: A Question Oriented Approach to the Use of Pattern Languages in Knowledge Management Cordes, R.J. David, Scott Friedman, Daniel Mikhailova, Alexandra Penland, Andrew Young, Sam Zacharias, Colten R.J. Cordes Scott David Daniel Friedman Alexandra Mikhailova Andrew Penland Sam Young Colten Zacharias Zenodo 10.5281/zenodo.10296601 Friedman2023ATLASQuestionOrientedApproach136 Cognitive Security Paper The ATLAS system, evolving since the late 1990s, stands as a dynamic and comprehensive knowledge management tool that intends to address the complexities of modern information supply chains. The antecedent to ATLAS was the Atlas of Risk, an informal assemblage of various risks associated with digital interactions. Here we provide an initial specification for digital prototypes and paper-and-pencil implementations of a matured ATLAS architecture which integrates pattern language approaches with question-oriented procedures to manage and interpret meaning and context. The ATLAS system facilitates the management and communication of nuanced data sets and knowledge bases with an eye towards interoperability without the need for fully shared standards. The development of ATLAS, driven by the need for enhanced data interoperability and shared understanding in an increasingly complex and volatile digital landscape, reflects a profound, community response to the challenges of information environments and the fragility of extreme specialization. ATLAS's ongoing evolution showcases its adaptability and significance in the realms of data analysis, knowledge management, and cognitive security, and this first release of a technical specification establishes a foundation for a transition from prototype to scale-appropriate implementation. The prototype work revealed that numerous communities maintain pattern languages with limited interoperability. Combining parent-child pattern relationships with question lists (QKits) yields a dynamic type system in which objects acquire implied Patterns through requests for information. The prototype integrated several dozen pattern collections into over 1,000 networked patterns. The design treats questions, missing information, and disagreement over information as information in their own right. The authors expect knowledge-base growth to follow a sigmoid rather than exponential curve as iQueries increasingly network existing objects. Alpha COGSEC ATLAS prototype built on Coda.io (2023) — A first digital ATLAS prototype applied to cognitive-security vulnerabilities and exploits, built on a low-code platform, informed the specification. Object-class specification: Entity, Pattern, iQuery, Attribute, Prompt Interface — Defines core ATLAS components with properties and methods, sufficient for digital or paper-and-pencil implementation. Question Oriented Design via iQuery routers and pattern QKits — Structured queries route answers to attributes and assign implied Patterns, which in turn attach new question kits (dynamic typing). IXE and VIE designations for interoperating ATLAS instances — Defines Information Exchange Environments and Verified Information Exchange Environments with quality assurance and enforcement criteria.","image_count":16},{"id":"work:Friedman2023TranscriptActiveInferenceGuestStream137","type":"work","title":"Transcript of Active Inference GuestStream 049.1: \"Clickbait, consciousness science, and responsible journalism\"","url":"/works/Friedman2023TranscriptActiveInferenceGuestStream137.html","external_url":"https://doi.org/10.5281/zenodo.8228934","full_text_url":"/papers/2023_TranscriptActiveInference/full_text.md","summary":"Transcript from livestream on July 25, 2023 at the Active Inference Institute. YouTube watch link: https://www.youtube.com/watch?v=dUXfgzKHV1c Repository with updated transcripts and accessory files: https://github.com/A","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Consciousness","Science","Communication"],"content":"Transcript of Active Inference GuestStream 049.1: \"Clickbait, consciousness science, and responsible journalism\" Peters, Megan A. K. Bradford, Nora Friedman, Daniel Megan A. K. Peters Nora Bradford Daniel Friedman Zenodo 10.5281/zenodo.8228934 Friedman2023TranscriptActiveInferenceGuestStream137 Active Inference Paper Transcript from livestream on July 25, 2023 at the Active Inference Institute. YouTube watch link: https://www.youtube.com/watch?v=dUXfgzKHV1c Repository with updated transcripts and accessory files: https://github.com/ActiveInferenceInstitute/ActiveInferenceJournal/tree/main/GuestStream/GuestStream_049 Information on the Institute: https://www.activeinference.org/ Consciousness Science Communication Peters states that the results unveiled at the 2023 public event challenged both Global Neuronal Workspace and Integrated Information Theory, contrary to how the press framed them. Peters argues that missing nuance in news coverage changed the meaning of what was presented. Peters argues that such journalism damages the field's legitimacy with peers, funders and publication venues. Bradford advises readers that press articles making sensational claims, such as finding the root of consciousness, are probably not true. Bradford recommends researchers be clear about what level of 'consciousness' they mean when presenting work or talking to journalists. Timestamped transcript of a July 26, 2023 Active Inference Institute livestream — Records a ~10-minute talk by Megan Peters followed by a three-way discussion with Nora Bradford and Daniel Friedman. Peters' case examples of media coverage of consciousness science — Peters walks through quoted headlines and passages from news coverage (e.g. Nature, Science, The Economist) and critiques each."},{"id":"work:Friedman2023ModernNostrIndexCard138","type":"work","title":"Modern Nostr Index Card-based Knowledge Engineering","url":"/works/Friedman2023ModernNostrIndexCard138.html","external_url":"https://doi.org/10.5281/zenodo.8118155","full_text_url":"/papers/2023_ModernNostrIndex/full_text.md","summary":"Some concepts explored related to Knowledge Engineering, Nostr, Large Language Models, Complexity, and more.","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Nostr","Complexity","Large Language Model","Knowledge Engineering"],"content":"Modern Nostr Index Card-based Knowledge Engineering Claros, Andrew Friedman, Daniel Andrew Claros Daniel Friedman Zenodo 10.5281/zenodo.8118155 Friedman2023ModernNostrIndexCard138 Active Inference Paper Some concepts explored related to Knowledge Engineering, Nostr, Large Language Models, Complexity, and more. Nostr Complexity Large Language Model Knowledge Engineering The notes propose linking papers not only by citation edges but by syntactic bridges (keyword cards) and semantic bridges (embeddings). The notes argue auto-generated flashcards pose less of an information-overload risk than auto-generated papers, since unused cards are simply ignored and useful ones composed. The notes suggest review papers could follow the most popular paths through the card graph and novelty search the least traversed ones. Index cards as hashed Nostr notes (JSON to SHA256 ID) — The notes sketch each index card as a JSON object (username, text, etc.) hashed into a 32-byte SHA256 identifier, with edges defined between card IDs. LLM semantic embeddings attached to index cards — Proposes using language-model embeddings, translations and summaries so cards act as semantic bridges between texts. Path analysis over composed index-card graphs — Proposes analyzing paths through card graphs for trivial features (overall length) and subtler ones (e.g. which proportion of links are novel reports)."},{"id":"work:Friedman2023SlidesIris139","type":"work","title":"Slides for Iris","url":"/works/Friedman2023SlidesIris139.html","external_url":"https://doi.org/10.5281/zenodo.7838652","full_text_url":"/papers/2023_SlidesIris/full_text.md","summary":"Paper · Zenodo · Active Inference","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Slides for Iris Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.7838652 Friedman2023SlidesIris139 Active Inference Paper The slides identify that in the GPT framing the latent semantic state is not separated by speaker, so speakers are admixed and cannot be weighted or attended to differentially. Reusing a renormalization-group figure from Friston, Friedman et al. 2023, the slides sketch speaker attention as a portfolio (regime) of nested attentions at all levels. Listed next steps are adding visualizations/dashboards, specifying the model in GNN toward implementation, and adding an action component. Active Inference generative model drawn as a Bayesian graph — The slides open with a labelled graph of the A, B, C, D, E, G and policy terms of an Active Inference generative model as the reference frame. Mapping GPT onto a minimal prior/state/observation model — A reduced D-s-o model is used to describe what GPT does: prior as training set and parameters, latent semantic state, and word strings as observations. Perceptual-inference extension with a transition matrix B — Temporal dynamics are added via the perceptual inference part of Active Inference, with hidden states changing over time and no action selection. Renormalization-group model of nested attention (Friston et al. 2023) — A figure from Friston, Friedman et al. 2023 is reused to sketch how speakers, groups and sets of groups could be modelled as nested attention.","image_count":8},{"id":"work:Friedman2022CanonicalNeuralNetworksPerform140","type":"work","title":"Canonical neural networks perform active inference","url":"/works/Friedman2022CanonicalNeuralNetworksPerform140.html","external_url":"https://doi.org/10.5281/zenodo.7400525","full_text_url":"/papers/2022_CanonicalNeuralNetworks/full_text.md","summary":"Transcript of a three-session series of discussions of the paper \"Canonical neural networks perform active inference\" by Takuya Isomura, Hideaki Shimazaki & Karl J. Friston. https://www.nature.com/articles/s42003-021-029","year":2022,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Canonical neural networks perform active inference Isomura, Takuya Friedman, Daniel Takuya Isomura Daniel Friedman Zenodo 10.5281/zenodo.7400525 Friedman2022CanonicalNeuralNetworksPerform140 Active Inference Paper Transcript of a three-session series of discussions of the paper \"Canonical neural networks perform active inference\" by Takuya Isomura, Hideaki Shimazaki & Karl J. Friston. https://www.nature.com/articles/s42003-021-02994-2 LS #051.0: Background and context. https://www.youtube.com/watch?v=ZASG-rtkXDk LS #051.1: First participatory group discussion. https://www.youtube.com/watch?v=IM_NlUzyq8M LS #051.2: Second participatory group discussion. https://www.youtube.com/watch?v=hY_CajLpt9Q As read in the stream, the paper claims a class of canonical rate-coding neural networks is universally characterised as variational Bayesian inference under a particular but generic generative model. Friedman relays the paper's corollary of the complete class theorem: any neural network minimizing a cost function can be viewed as variational Bayesian inference under some priors. Quoted from the paper: a network of rate coding models with sigmoid activation formally corresponds to a class of POMDP models. The paper's maze-task simulations are described as supporting the proposition, and the implicit prior was estimated from simulated neural activity as a good approximation to the true value. Three-session Active Inference livestream (#051) on Isomura et al. 2022 — The work is a transcript of livestream #051: a solo background session (#051.0) plus two participatory discussions with Takuya Isomura. Solo slide walkthrough by Daniel Friedman with colour-coded paper quotes — In #051.0 Friedman walks through the paper's structure on slides, colour-coding direct quotes by perception, action, and complete class theorem themes. Discussion of the complete class theorem via external online resources — Friedman introduces the complete class theorem using external blog/LessWrong posts, inviting others with more expertise to contribute."},{"id":"work:Friedman2022InteroceptionAsModelingAllostasis141","type":"work","title":"Interoception as modeling, allostasis as control","url":"/works/Friedman2022InteroceptionAsModelingAllostasis141.html","external_url":"https://doi.org/10.5281/zenodo.7400708","full_text_url":"/papers/2022_InteroceptionAsModeling/full_text.md","summary":"Transcript of discussions of the 2022 paper “Interoception as modeling, allostasis as control” by Eli Sennesh, Jordan Theriault, Dana Brooks, Jan-Willemvan de Meent, Lisa Feldman Barrett, & Karen S. Quigley https://www.s","year":2022,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Interoception as modeling, allostasis as control Sennesh, Eli Theriault, Jordan Douglass, Dave Tennant, Ian Tickles, Dean Friedman, Daniel Eli Sennesh Jordan Theriault Dave Douglass Ian Tennant Dean Tickles Daniel Friedman Zenodo 10.5281/zenodo.7400708 Friedman2022InteroceptionAsModelingAllostasis141 Active Inference Paper Transcript of discussions of the 2022 paper “Interoception as modeling, allostasis as control” by Eli Sennesh, Jordan Theriault, Dana Brooks, Jan-Willemvan de Meent, Lisa Feldman Barrett, & Karen S. Quigley https://www.sciencedirect.com/science/article/abs/pii/S0301051121002350 Session 050.0, October 17, 2022 https://www.youtube.com/watch?v=l7r0ISlr-Hc Session 050.1, October 20, 2022 https://www.youtube.com/watch?v=tGd-mgSdbio Session 050.2, November 3, 2022 https://www.youtube.com/watch?v=4o-LmkycAC0 As read in the session, the paper proposes studying allostasis in terms of control theory, with interoception providing performance feedback for allostasis. Sennesh says the motivation was that real biological prior preferences cannot be fixed, raising how much must be learned over development rather than built in. Sennesh summarizes that the model yields a notion of affordance competition via forward simulations of trajectories evaluated over time. Sennesh states that normalizing to probability densities gives a common currency, so the model needs no separate reward currency. Sennesh notes whether interoception is predictively coded below the neck remains an open empirical question. Transcripts of ActInf Livestream #050 sessions (50.0, 50.1, 50.2) — Records three Active Inference Institute livestream discussions (Oct-Nov 2022) of the Biological Psychology paper 'Interoception as modeling, allostasis as control'. Background walkthrough by Friedman and Tickles (50.0) — In 50.0 the hosts reviewed the paper's big questions, aims, abstract and roadmap before later sessions with authors. Author slide presentation by Eli Sennesh with Jordan Theriault (50.1) — Paper co-authors presented the model (Section 4: allostasis as stochastic optimal control) and took questions from participants."},{"id":"work:Friedman2022TranscriptMarkSolmsConsciousness142","type":"work","title":"Transcript of: Mark Solms, \"Consciousness as Precision Optimization: Some Physiological and Philosophical Considerations\", ActInf GuestStream #016","url":"/works/Friedman2022TranscriptMarkSolmsConsciousness142.html","external_url":"https://doi.org/10.5281/zenodo.7259006","full_text_url":"/papers/2022_Transcript/full_text.md","summary":"This document is an enhanced transcript of the live presentations and group discussions with Mark Solms in 2022 at the Active Inference Institute. The focus is the 2018 paper \"How and Why Consciousness Arises: Some Consi","year":2022,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Active Inference","Consciousness","Neuroanatomy","Psychology","Free Energy Principle","Livestream"],"content":"Transcript of: Mark Solms, \"Consciousness as Precision Optimization: Some Physiological and Philosophical Considerations\", ActInf GuestStream #016 Solms, Mark Douglass, David S Sillett, Stephen Friedman, Daniel Ari Mark Solms David S Douglass Stephen Sillett Daniel Ari Friedman Zenodo 10.5281/zenodo.7259006 Friedman2022TranscriptMarkSolmsConsciousness142 Active Inference Paper This document is an enhanced transcript of the live presentations and group discussions with Mark Solms in 2022 at the Active Inference Institute. The focus is the 2018 paper \"How and Why Consciousness Arises: Some Considerations from Physics and Physiology\" by Mark Solms and Karl Friston. Active Inference Consciousness Neuroanatomy Psychology Free Energy Principle Livestream Solms asserts that affect is the foundational form of consciousness and that affect is intrinsically conscious. Solms argues, citing hydranencephalic children, that the cortex as seat of consciousness and feeling has to be dismissed. Solms argues affect is not the same as interoceptive inference (distinguishing his view from Anil Seth's), because many interoceptive perceptual states are not affective. Solms claims the mechanism of perceptual and cognitive consciousness is precision modulation of allostatic prediction errors. Solms reports his group is trying to instantiate these affect mechanisms in an artificial system, with only preliminary findings presented so far. Transcript of two GuestStream sessions with Mark Solms — Edited transcript of participatory livestream sessions (#016.1, Jan. 22, 2022 and #016.2, June 11, 2022) presenting and discussing the 2018 Solms & Friston paper. Solms's ten-claim slide-led presentation with interleaved Q&A — Solms presented a summary slide of points, taking each in turn and pausing for participants' questions and comments. Clinical neurological cases discussed as evidence — Solms draws on cases including hydranencephalic children without cortex, patients lacking prefrontal or insular cortex, and deep brain stimulation of the substantia nigra.","image_count":5857},{"id":"work:Friedman2022WorkedExampleBayesianMechanics143","type":"work","title":"A Worked Example of the Bayesian Mechanics of Classical Objects","url":"/works/Friedman2022WorkedExampleBayesianMechanics143.html","external_url":"https://doi.org/10.5281/zenodo.7400785","full_text_url":"/papers/2022_WorkedExampleBayesian/full_text.md","summary":"Transcripts of discussions of the 2022 preprint \"A Worked Example of the Bayesian Mechanics of Classical Objects\" by Dalton A R Sakthivadivel. https://arxiv.org/abs/2206.12996 Session 049.0, September 30, 2022 https://ww","year":2022,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"A Worked Example of the Bayesian Mechanics of Classical Objects Sakthivadivel, Dalton AR Rahmjoo, Ali Smékal, Jakub Friedman, Daniel Dalton AR Sakthivadivel Ali Rahmjoo Jakub Smékal Daniel Friedman Zenodo 10.5281/zenodo.7400785 Friedman2022WorkedExampleBayesianMechanics143 Active Inference Paper Transcripts of discussions of the 2022 preprint \"A Worked Example of the Bayesian Mechanics of Classical Objects\" by Dalton A R Sakthivadivel. https://arxiv.org/abs/2206.12996 Session 049.0, September 30, 2022 https://www.youtube.com/watch?v=OtX2Fpzn7KA Session 049.1, October 5, 2022 https://www.youtube.com/watch?v=dAtC-Enmc8M Session 049.2, October 12, 2022 https://www.youtube.com/watch?v=2SuBJBEg9LI Sakthivadivel distinguishes dynamics (observed trajectories) from mechanics (the laws generating those trajectories), arguing this is often conflated in the FEP literature. Rahmjoo highlights as new results the derivation of classical physics from constrained maximum entropy and the reintroduction of supersymmetry to explain classical chaos. Sakthivadivel explains that the path minimizing classical action is the mode (most likely path), so classical mechanics can be structured as a least-surprisal problem leading to equation 15. Sakthivadivel describes path tracking as handling nonstationary systems by relating the FEP over paths to the principle of maximum caliber. Transcripts of ActInf Livestream #049.0–049.2 discussing Sakthivadivel's preprint — Records three Active Inference Institute livestream discussions of the 2022 arXiv preprint, with the author Dalton Sakthivadivel joining 49.1 and 49.2. Background/context session (49.0) by facilitators before author sessions — The 49.0 session by Friedman, Rahmjoo and Smékal gives background and a preliminary discussion rather than a review or synthesis. Section-by-section walk-through of the paper in 49.2 — In 49.2 the participants go through the paper's sections, building toward its equation 15 for Bayesian classical mechanics."},{"id":"work:Friedman2022TranscriptDiscussionsCommunicationAs144","type":"work","title":"Transcript of discussions on: \"Communication as Socially Extended Active Inference: An Ecological Approach to Communicative Behavior\"","url":"/works/Friedman2022TranscriptDiscussionsCommunicationAs144.html","external_url":"https://doi.org/10.5281/zenodo.7401874","full_text_url":"/papers/2022_TranscriptDiscussions/full_text.md","summary":"Discussion with an author of the 2021 paper “Communication as Socially Extended Active Inference: An Ecological Approach to Communicative Behavior” by Remi Tison & Pierre Poirier. https://www.tandfonline.com/doi/abs/10.1","year":2022,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Transcript of discussions on: \"Communication as Socially Extended Active Inference: An Ecological Approach to Communicative Behavior\" Tison, Rémi Tickles, Dean Knight, Bleu Friedman, Daniel Rémi Tison Dean Tickles Bleu Knight Daniel Friedman Zenodo 10.5281/zenodo.7401874 Friedman2022TranscriptDiscussionsCommunicationAs144 Active Inference Paper Discussion with an author of the 2021 paper “Communication as Socially Extended Active Inference: An Ecological Approach to Communicative Behavior” by Remi Tison & Pierre Poirier. https://www.tandfonline.com/doi/abs/10.1080/10407413.2021.1965480 Session #048.0, September 2, 2022 https://www.youtube.com/watch?v=zqiZjjY9H7M Session 048.1, September 7, 2022 https://www.youtube.com/watch?v=nWFM5zrdmG8 Session 048.1, September 7, 2022 https://www.youtube.com/watch?v=nWFM5zrdmG8 Tison explains that the paper aimed to give ecological and enactive approaches a view of communication that does not rely on content or representation, unlike the transmission view. Tison states that content exists but is not at the basic level of cognition; it must be explained by a theory of communication rather than presupposed. Tison reflects that defining a shared field of affordances as the subset common to two individual fields neglects the autonomy of the interaction dynamics. Tison describes cooperative communication as a way for a group to achieve an optimal grip on the context of their joint action. Tison says the paper ties the conventional nature of language to conventional affordances generated in communicative interaction. Transcribed ActInf Livestream #048 series (48.0, 48.1, 48.2) — Transcript of Active Inference Institute livestream discussions of the 2021 paper 'Communication as Socially Extended Active Inference', held September 2, 7 and 14, 2022. 48.0 introductory walkthrough of aims, claims, abstract and roadmap — In 48.0 Daniel Friedman and Dean Tickles present the paper's aims, claims, abstract and roadmap as an introduction rather than a full review. Author-participation panel discussions with first author Rémi Tison — In 48.1 and 48.2 the first author joins Friedman, Tickles and Bleu Knight to answer questions on content, context, shared affordances, and language."},{"id":"work:Friedman2022TrackingPublicSensemakingThrough145","type":"work","title":"Tracking Public Sensemaking through Rhetorical Annotation of Image Memes","url":"/works/Friedman2022TrackingPublicSensemakingThrough145.html","external_url":"https://doi.org/10.5281/zenodo.6904426","full_text_url":"/papers/2022_TrackingPublicSensemaking/full_text.md","summary":"Political polarization and declining trust in institutions are driving societal destabilization and radicalization. Recently there has been increased interest in online misinformation intervention and deterrence, for exa","year":2022,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","Sensemaking","Memes","Knowledge Management","Narrative","Rhetorical Analysis"],"content":"Tracking Public Sensemaking through Rhetorical Annotation of Image Memes Mascarenhas, Mridula Cordes, RJ Knight, Bleu Murphy, Sarah Friedman, Daniel A. Mridula Mascarenhas RJ Cordes Bleu Knight Sarah Murphy Daniel A. Friedman Zenodo 10.5281/zenodo.6904426 Friedman2022TrackingPublicSensemakingThrough145 Cognitive Security Paper Political polarization and declining trust in institutions are driving societal destabilization and radicalization. Recently there has been increased interest in online misinformation intervention and deterrence, for example through the use of machine learning on language use. We argue that addressing crises in the information environment will require a sharper situational awareness and a deeper understanding of how beliefs emerge and crystallize, as well as greater connectivity in the work of teams and organizations in order to reduce the effects of bias and partisanship in collection and analysis. Image memes play an increasingly important role in public sensemaking and discourse and the emergence of public beliefs. Despite their significance, image memes have proven to be a very difficult category of artifact to collect, classify, and analyze in aggregate. In this white paper, the function and form of image memes are discussed, the challenges of performing image meme collection and analysis within the context of emergent, interdisciplinary teams are detailed, and requirements and recommendations for alleviating these challenges are offered. Sensemaking Memes Knowledge Management Narrative Rhetorical Analysis Argues that image memes function as quasi-arguments whose parsimonious form hides warrants, so interventions should target spurious evidence and hidden warrants. Argues that framing the information crisis as true versus false information has not been effective at regaining trust of disaffected audiences. Concludes that current image meme collection by emergent teams falls short of needs even though the needed affordances are within technological reach. Recommends system requirements such as on-site information, dynamic web annotations, and proximal collection and tagging affordances. Proposes digital ecosystem and API economy approaches as a viable route to many of the challenges, while noting data standardization and integration remain problems. Toulmin claim/evidence/warrant annotation of example image memes — Applies the Toulmin argument model to worked examples (e.g. a NASA meme, 'Condescending Wonka') to expose implicit warrants. Archetypal-phase vignettes of three emergent-team collection approaches — Describes Haphazard, Methodological, and Automated Collection and Analysis approaches, drawn from the authors' experiences, with challenge tables. Russo-Ukrainian War memes as illustrative examples — Uses memes about the ongoing Russo-Ukrainian War to illustrate how memetic analysis can reveal shared public beliefs. Extension of the Digital Rhetorical Ecosystem (DRE3) framework — Builds on the authors' prior computational framework combining rhetorical analysis with an ecosystem approach.","image_count":10},{"id":"work:Friedman2021TranscriptKarlFriston1st146","type":"work","title":"Transcript of: Karl Friston, 1st Applied Active Inference Symposium, Active Inference Lab, June 21, 2021","url":"/works/Friedman2021TranscriptKarlFriston1st146.html","external_url":"https://doi.org/10.5281/zenodo.5797040","full_text_url":"/papers/2021_Transcript/full_text.md","summary":"On June 21st, 2021, Active Inference Lab ( activeinference.org/ ) hosted its first Applied Active Inference Symposium, featuring Professor Karl Friston. The Symposium was structured in three sections, corresponding to th","year":2021,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","Active Inference","Free Energy Principle","Symposium","ActInfLab","Bayesian Inference","Education","Communication","Tools"],"content":"Transcript of: Karl Friston, 1st Applied Active Inference Symposium, Active Inference Lab, June 21, 2021 Friston, Karl Douglass, David Standish Iennaco de Vasconcelos, Maria Luiza Sillett, Stephen Sganzerla, Lorena Tickles, Dean Metelkin, Ivan Vyatkin, Alex Friedman, Daniel Ari Karl Friston David Standish Douglass Maria Luiza Iennaco de Vasconcelos Stephen Sillett Lorena Sganzerla Dean Tickles Ivan Metelkin Alex Vyatkin Daniel Ari Friedman Zenodo 10.5281/zenodo.5797040 Friedman2021TranscriptKarlFriston1st146 Active Inference Paper On June 21st, 2021, Active Inference Lab ( activeinference.org/ ) hosted its first Applied Active Inference Symposium, featuring Professor Karl Friston. The Symposium was structured in three sections, corresponding to the Organizational Units of the Active Inference Lab: Education, Communication, and Tools. This publication reflects an edited and enriched transcript of the proceedings of the Symposium. Active Inference Free Energy Principle Symposium ActInfLab Bayesian Inference Education Communication Tools Generative Model Friston recommends toy simulations as the best way to demystify Active Inference for learners in an academic setting. Friston stresses that getting the generative model right is central: if it is apt for the target system, everything else usually follows. Friston distinguishes Active Inference from predictive coding: minimizing variational free energy is only half the game, with expected free energy needed for future-oriented action. On tools, Friston argues anything can be written as a generative model and hence as a variational free-energy-minimizing message-passing scheme, citing ForneyLab. Friston describes epidemic modeling with PCR incidence and mobility data, using Bayesian optimal design to judge whether including a data source is worth the complexity. Edited transcript of a three-session moderated symposium — Records the first Applied Active Inference Symposium with Karl Friston, organized into .edu, .comms and .tools sessions mirroring the lab's organizational units. Prepared question slides posed by lab participants to Friston — Lab members developed questions in weekly meetings and presented them as slides; Friston answered and moderators gave recaps. Presentation of the lab's Active Inference terms list and ontology work — The .edu session presented the lab's terms list and working ontology, developed within the SUMO ontology framework as a backbone for education.","image_count":13},{"id":"work:Friedman2021CollaborativeWritingCatechismBased147","type":"work","title":"Collaborative Writing for Catechism-Based Teams","url":"/works/Friedman2021CollaborativeWritingCatechismBased147.html","external_url":"https://doi.org/10.5281/zenodo.4624298","full_text_url":"/papers/2021_CollaborativeWritingCatechism/full_text.md","summary":"Asynchronous and remote collaborative written projects (research, field guides, code, etc.) in emergent, interdisciplinary teams can be an incredibly productive and enjoyable pursuit. The convergence of diverse perspecti","year":2021,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","Remote Teams","Collaborative Writing","Catechisms","OPORDs"],"content":"Collaborative Writing for Catechism-Based Teams Cordes, Richard J. Friedman, Daniel Ari Richard J. Cordes Daniel Ari Friedman Zenodo 10.5281/zenodo.4624298 Friedman2021CollaborativeWritingCatechismBased147 Cognitive Security Paper Asynchronous and remote collaborative written projects (research, field guides, code, etc.) in emergent, interdisciplinary teams can be an incredibly productive and enjoyable pursuit. The convergence of diverse perspectives, personalities, and expertise in the rapid production of written deliverables can provide immense value and insight, not just to the situation, problem, or opportunity space the team was formed to address, but also to the disciplines each author brought to the table. Yet, asynchronous and remote collaborative writing can also be rather perilous. Managing deadlines, handling disputes, communicating, staying on mission, managing resources, collective editing (and over-editing), and avoiding contradiction are only some of the challenges. While the presence of a catechism-styled operations order and the use of a team “Facilitator” can greatly improve the likelihood of success, making sure all of the authors have an alignment on protocol and etiquette while writing as a catechism-based team prevents unnecessary misunderstandings and keeps things on schedule. This \"3-Paragraph Order\" for Collaborative Writing, or C-3PO, is meant to rapidly onboard authors to collaborative writing procedures and etiquette. Remote Teams Collaborative Writing Catechisms OPORDs Sets out procedures, protocols and etiquette for asynchronous, remote catechism-based writing teams, organized by before, during and after the project. Recommends that teams converge on a writing approach, describing at least five styles: single primary writer, partition, joint, scribe and hybrid. Advises that changes to approaches, processes and expectations be declared and compared against the catechism to prevent mission creep. Recommends giving honest, constructive critique first and positive feedback second when asked for feedback after a project. Calls for a post-project debrief or 'hotwash' to plan next steps, future meetings and publicity.","image_count":6},{"id":"work:Friedman2020ReimaginingMaps148","type":"work","title":"Reimagining Maps","url":"/works/Friedman2020ReimaginingMaps148.html","external_url":"https://doi.org/10.5281/zenodo.4170025","full_text_url":"/papers/2020_ReimaginingMaps/full_text.md","summary":"Reimagining Maps was written after participation in a National Geospatial-Intelligence Agency Incubator hosted on Polyplexus. The field of cartography sits at the intersection of applied mathematics, engineering, geology","year":2020,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","Maps","Cartography","Remote Teams","Interdisciplinary Research","Process Mapping","Knowledge Management Systems","Instantaneous Remote Teams","Intelligence Production"],"content":"Reimagining Maps Cordes, Richard J. Friedman, Daniel Ari Maron, Mikel Richard J. Cordes Daniel Ari Friedman Mikel Maron Zenodo 10.5281/zenodo.4170025 Friedman2020ReimaginingMaps148 Cognitive Security Paper Reimagining Maps was written after participation in a National Geospatial-Intelligence Agency Incubator hosted on Polyplexus. The field of cartography sits at the intersection of applied mathematics, engineering, geology, geography, user experience, and graphic design. Methodologies and concepts from cartography have been creatively applied in a variety of fields, such as the application of spatial mapping techniques to information in knowledge management, or the use of itinerary visualization methods in non-spatial journeys such as learning maps in learning management systems. These fields have been subjected to their own forms of development and evolution leading to new methodologies and concepts somewhat removed from their origins. Cartography itself has undergone a great deal of technology-driven development but would look very different today had it been developed as a new field through the creative application of methodologies and concepts from those it inspired. As the modern information and logistical context presents new challenges and thus new demands for maps, we propose a “reimagining of maps” through an interdisciplinary synthesis inspired by the interdisciplinary origins of maps themselves. Maps Cartography Remote Teams Interdisciplinary Research Process Mapping Knowledge Management Systems Instantaneous Remote Teams Intelligence Production OSINT The authors conclude that across fields and history, mappers face similar challenges: integrating multimodal data, representing uncertainty, user customization, and designing for action rather than archiving. Across the mapping domains reviewed, the authors found the main cutting-edge limitation was the ability to integrate data rapidly, not data availability. They propose BOLTS: data specifications reasonable for Business, Operational, Legal, Technical, and Social use-cases. They argue that BOLTS reasonableness needs metadata to guide transformations, rather than fitting all data to universal schemas. Drawing on OpenStreetMap and Wikipedia practice, the authors suggest future maps may rely on reputation-based 'network-sourcing' rather than crowd-sourcing. Concept white paper responding to the NGA 'Reimagining Maps' Polyplexus incubator — The paper is structured around the incubator's driving questions about how emerging knowledge could make maps more flexible and understandable. Survey of the current geospatial problem space and its key challenge areas — Part I reviews issues such as interoperability, skill gaps, uncertainty, threat actors, data volume, and accessibility, then condenses them into three challenge areas. Cross-field review of 'maps' in fields adjacent to cartography — Part II examines how maps are used in process mapping, software, complex systems, communications, knowledge management, education, ecology, and mathematics. Narrative case study based on DASA's 'Map the Gap' wet-gap crossing scenario — A bridge-construction scenario for expeditionary forces in adversarial settings is used to illustrate what reimagined maps might look like.","image_count":4},{"id":"work:Friedman2020InfiniteGamesInfiniteTeams149","type":"work","title":"Infinite Games for Infinite Teams","url":"/works/Friedman2020InfiniteGamesInfiniteTeams149.html","external_url":"https://doi.org/10.5281/zenodo.12601674","full_text_url":"/papers/2020_InfiniteGamesInfinite/full_text.md","summary":"Infinite Games for Infinite Teams was published by and in response to the DARPA Polyplexus Citizen Incubator: “Inventing a Remote Culture to Deal with Pandemics”, and was done so with the intent of discussing the questio","year":2020,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography"],"content":"Infinite Games for Infinite Teams Friedman, Daniel Cordes, RJ Daniel Friedman RJ Cordes Zenodo 10.5281/zenodo.12601674 Friedman2020InfiniteGamesInfiniteTeams149 Cognitive Security Paper Infinite Games for Infinite Teams was published by and in response to the DARPA Polyplexus Citizen Incubator: “Inventing a Remote Culture to Deal with Pandemics”, and was done so with the intent of discussing the questions outlined below. How are global online narratives constructed and received in 2020? Why are the processes of narrative design and culture production so important for security and governance? What is possible now or soon that was not possible before? What approaches could catalyze assessment, design, and deployment of online narratives in real-time? Why is it so important to have meme-detection systems that are culturally-aware, interlingual, intermodal, and human-in-the-loop? What does it look like to take a Complex Adaptive Systems (CAS) approach to the neuromemetics of narrative co-construction and agenda-setting? How could a CAS approach be used to support specifically-defined cultural/institutional/national/global interests? How do we find, formalize, and quantify goals or outcomes within a CAS framework? How can we diagnose, perturb, and create narratives through gameplay? What might a “design science for memes” look like? How is this present work continuous with and contrasting with previous work in innovation, generative games, and LARPing? How can music, sound, art, and other techniques amplify narrative impact ? Introduces the term Instantaneous Remote Teams (IRT) for rapidly formed online-native teams, described as essential for institutional function and resilience. Defines 'Infinite Teams' by analogy to Infinite Games as teams with open-ended, evolving composition, and uses 'Gray Zone' for the ambiguous space where they play. Proposes that Polyplexus could serve as a platform hosting Infinite Games such as culture creation, narrative evolution and R&D. Argues that AI alone struggles to detect links between memetic material and context, motivating curated knowledge networks with humans in the loop. Complex Adaptive Systems framing of remote teams and narrative ecosystems — Uses the CAS framework to explore how games played by remote teams could be harnessed through platform design choices. World of Warcraft PvE/PvP play as a case study of rapid team formation — Draws on WoW raid and player-vs-player teams to illustrate rapidly assembled teams and cultural transmission. Design sketch: formal-informal interface for collaborative world-building — Idea I proposes formal memetics where technical users set world parameters while prose and art contributors co-evolve the narrative. Design sketch: Red/Blue/Green 'Cadavre Exquis' role-playing game — Idea II proposes a case-management-like knowledge-mapping game with sword, shield and integrating roles plus role-specific guiding questions.","image_count":2},{"id":"work:Friedman2026MusicNeverStoppedGrateful150","type":"work","title":"The Music Never Stopped: A Grateful Data Compendium with a Category-Theoretic Interpretation","url":"/works/Friedman2026MusicNeverStoppedGrateful150.html","external_url":"https://doi.org/10.5281/zenodo.20482025","full_text_url":"/papers/2026_MusicNeverStopped/full_text.md","summary":"We present a modular, citation-bound data compendium for the Grateful Dead universe — shows, songs, performances, personnel timelines, venues, recordings, and reception — and a category-theoretic interpretation of the pe","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","grateful dead","setlist data","category theory","music information retrieval","reproducible data compendium"],"content":"The Music Never Stopped: A Grateful Data Compendium with a Category-Theoretic Interpretation Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20482025 Friedman2026MusicNeverStoppedGrateful150 Computational Paper We present a modular, citation-bound data compendium for the Grateful Dead universe — shows, songs, performances, personnel timelines, venues, recordings, and reception — and a category-theoretic interpretation of the performance graph. The work is grounded in the archival reality that Grateful Dead history is both institutional and participatory: UCSC's Grateful Dead Archive and the Internet Archive collection preserve formal and community records , while taping and trading scholarship shows why setlists and recording metadata are cultural evidence, not merely fan trivia . The surrounding source dossier also binds the non-quantitative historical frame -- formation and Acid Test context, Wall of Sound engineering, live recording/liveness scholarship, Deadhead sociology, studio-era reception, and public recognition -- to checked sources rather than to folklore alone . The compendium integrates nine primary sources (Setlist.fm , The SetList Program , the Mark Leone CMU setlist archive , GDsets , gdshowsdb , the Internet Archive Live Music Archive , the Alex Allan / whitegum lyric finder , the official band site , and Wikipedia ) with four reference sources (Britannica , the lineup-changes guide , Dodd and Trist's The Complete Annotated Grateful Dead Lyrics , and the Grateful Stats front-end ) and secondary corpora and community discussions . Each source is parsed by an independently testable reference module written against the documented record shape; the committed compendium under `data/archival/` is the dataset reported here (3341 ingested shows (gdshowsdb + truckin gap-fill; community literature estimates ~2318 canonical concerts), 645 songs, 912 venues, 40757 performance rows). A runtime completeness audit and figure-validation gate certify referential integrity and non-degenerate outputs on every pipeline run. Integration is a deterministic, sort-keyed merge over canonical slugs; registered figures also emit CSV/JSON data tables, and a first-principles claim ledger classifies each major result by irreducible input, hard constraint, assumption, validation artifact, and interpretation limit. Exploratory repertoire/uncertainty panels are labelled as pattern-discovery rather than causal inference. We then exhibit four small but real categorical constructions, situated against transformational and categorical music-theory precedents : a poset category of dates, a discrete category of shows, a monotone cumulative setlist functor and lineup functor from dates into sets, and a span representation that takes each performance to be the apex of a span between its show and its song. Wide pullbacks over a fixed show recover the show's setlist; wide pullbacks over a fixed song recover the song's performance history. The active-band roster, by contrast, is a non-monotone presheaf on the date poset — a categorical formalization of the familiar fact that members come and go. The artefacts in this paper come from the committed archival snapshot; all source-ingestion modules are written against the real source shape so that `scripts/00_fetch_sources.py --online --write-archival` refreshes the full snapshot. --- Associated artifacts GitHub release: The Music Never Stopped: A Grateful Data Compendium (v1.0.0) (https://github.com/docxology/grateful_data/releases/tag/v1.0.0) PDF SHA-256: 2d42bfd04e0b32e4871d5bcbe2c65bcce58cca336da240af7c6fd03a6563a709 grateful dead setlist data category theory music information retrieval reproducible data compendium The committed compendium contains 3341 ingested shows, 645 songs, 912 venues, and 40757 performance rows. Completeness is referential only: 282 of the 3341 catalogued shows have an empty setlist in gdshowsdb. Repertoire is highly skewed: the song-performance Gini coefficient is 0.74 and the top decile of songs accounts for 50.61% of non-segment performances. The most frequent explicit segue in the corpus is the structural \"drums\" -> \"space\" passage, with 1197 occurrences. Wide pullbacks over a show recover its setlist and over a song recover its performance history, while the active roster is a non-monotone presheaf on the date poset. Integration of nine primary Grateful Dead data sources into one schema — Setlist.fm, SetList Program, CMU archive, GDsets, gdshowsdb, Internet Archive, whitegum, dead.net and Wikipedia are parsed by testable modules and merged. Deterministic canonical-slug merge with frozen-dataclass schema — Entities validate inputs and use canonical-slug primary keys so cross-source joins reduce to dictionary lookups; integration is a sort-keyed merge. Completeness audit, figure-validation gate, and first-principles claim ledger — Runtime checks certify referential integrity and non-degenerate figures; a ledger classifies each major result by inputs, assumptions, and limits. First-order Markov model of within-show song order with permutation-null FDR screen — Fits song-to-song transition probabilities, audits support thresholds, and screens transitions against a permutation null under FDR control. Category-theoretic constructions: date poset, show category, functors, spans — Builds setlist and lineup functors from dates into sets, an active-roster presheaf, and performances as spans between show and song.","image_count":36},{"id":"work:Friedman2026DeterministicTestbedSelfOrganizing151","type":"work","title":"A Deterministic Testbed for Self-Organizing Agent-Team Coordination","url":"/works/Friedman2026DeterministicTestbedSelfOrganizing151.html","external_url":"https://doi.org/10.5281/zenodo.20533669","full_text_url":"/papers/2026_DeterministicTestbedSelf/full_text.md","summary":"Recent work on AutoScientists coordinates self-organizing teams of language-model agents through a small set of shared mechanisms: a champion-and-experiment-log shared state, a registry of retired dead-end directions, ef","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","agent coordination","scientific discovery","noise-band confirmation","ablation study","reproducible research","language-model agents"],"content":"A Deterministic Testbed for Self-Organizing Agent-Team Coordination Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20533669 Friedman2026DeterministicTestbedSelfOrganizing151 Computational Paper Recent work on AutoScientists coordinates self-organizing teams of language-model agents through a small set of shared mechanisms: a champion-and-experiment-log shared state, a registry of retired dead-end directions, effect-size ranking of candidate directions, noise-band confirmation of claimed improvements, and stagnation-driven reorganization of teams. This exemplar provides a deterministic, standalone reference implementation of those mechanisms and studies them honestly as a testbed rather than as a performance claim.\n\nWe make the comparison fair by holding the total number of objective evaluations fixed: coordinated teams partition a single sequential experiment budget rather than adding parallel compute. Under that matched budget, coordination cannot — and in our results does not — beat a single-thread baseline on the final champion metric; we report the actual numbers and claim no speedup. What the testbed does demonstrate are two distinct, independently measurable benefits. First, noise-robustness: because the objective is stochastic, a single observed gain can be a draw of evaluation noise, so we separate the reported champion metric from the clean noise-free ground truth and show that noise-band confirmation shrinks the gap between them by roughly an order of magnitude — with confirmation on, the final champion's reported metric sits $0.0012$ above its clean value, against $0.0156$ with confirmation removed, while every configuration reaches the same clean optimum. Second, search hygiene: the dead-end registry, consulted by the proposer, cuts redundant re-probes of retired directions from $36$ to $0$ and halts at $36$ of the $60$ experiments — the same clean answer, reached with less waste. A per-mechanism ablation isolates each component's contribution, and the language-model proposer is a clean plug-in seam: a deterministic rule-based agent drives the reproducible figures, and a live Hermes agent (served by Ollama) can be swapped in without touching the coordination loop.\n\n---\nAssociated artifacts\nGitHub release: v1.0.2 (https://github.com/docxology/template_autoscientists/releases/tag/v1.0.2)\nDOI: https://doi.org/10.5281/zenodo.20533669\nZenodo: https://zenodo.org/records/20533669\nPDF SHA-256: 0af391375b14eb397812a8050657e2980fbc3a768e6fb108aa2f7eff46773e16 agent coordination scientific discovery noise-band confirmation ablation study reproducible research language-model agents Under the matched budget, coordinated teams and the baseline reach the same clean optimum (advantage 0.0000); coordination was slightly slower to first reach it (16 vs 12 experiments). Noise-band confirmation reduced accepted noise roughly 13-fold (reported-vs-clean gap 0.01565 to 0.00121) on this objective. The dead-end registry cut redundant re-probes from 36 to 0 and let the search halt at 36 rather than 60 experiments, with the clean answer unchanged. Effect-size ranking and reorganization did not change any measured quantity on this objective. The author cautions that these magnitudes are properties of this synthetic objective, budget and deterministic proposer, not general constants. Deterministic re-implementation of AutoScientists coordination mechanisms — Re-implements AutoScientists' mechanisms (confirmation, dead-end registry, effect-size ranking, reorganization, team partitioning) as individually switchable modules. Synthetic rippled quadratic objective with seeded noise (d=4) — Optimizes a 4-D objective with a global peak at the origin, cosine ripples and seeded bounded noise, allowing reported vs clean metric comparison. Matched 60-experiment sequential budget vs single-thread baseline — Coordinated teams partition the same sequential budget as a single-thread baseline rather than adding parallel compute. One-at-a-time per-mechanism ablation via SearchConfig — Starts from the full coordinated configuration and switches off exactly one mechanism per ablation run. Pluggable Proposer: deterministic rule-based vs Hermes LLM via Ollama — Figures use a rule-based DeterministicProposer; a HermesProposer served by Ollama can be swapped in and is tested only by an opt-in test.","image_count":3},{"id":"work:Friedman2026RecoveringLLMPersonaAccuracies152","type":"work","title":"Recovering LLM-Persona Accuracies from Unlabeled Votes","url":"/works/Friedman2026RecoveringLLMPersonaAccuracies152.html","external_url":"https://doi.org/10.5281/zenodo.20498699","full_text_url":"/papers/2026_RecoveringLLMPersona/full_text.md","summary":"Algebraic (NTQR) evaluation infers how accurate a group of noisy classifiers was on a finite test using only their responses — no answer key. We test this end to end on real large language models. Three trader \"personas\"","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","algebraic evaluation","NTQR","unsupervised evaluation","evaluation on unlabeled data","LLM-as-judge","error-independent evaluation","ensemble evaluability","constant classifier"],"content":"Recovering LLM-Persona Accuracies from Unlabeled Votes Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20498699 Friedman2026RecoveringLLMPersonaAccuracies152 Computational Paper Algebraic (NTQR) evaluation infers how accurate a group of noisy classifiers was on a finite test using only their responses — no answer key. We test this end to end on real large language models. Three trader \"personas\" (optimistic, neutral, pessimistic), instantiated as system prompts, each make a binary bullish/bearish call on the same 64 market scenarios; we run the identical trio through six locally-hosted models via Ollama. For each model we recover per-persona, per-label accuracy with ErrorIndependentEvaluation (unsupervised) and score it against the authored ground truth (supervised), which is used only as a check. On the five models whose three judges all varied (mistral:latest, gemma4:latest, gemma3:4b, gemma2:2b, granite4.1:3b), the unsupervised algebra recovered persona accuracies to a mean absolute error of 0.012, within the 0.102 sampling-noise floor across all six per-label accuracy terms, with no labels -- including a persona's genuinely poor bullish accuracy of 0.57, recovered as 0.59. The other model collapsed at least one persona into a constant classifier (a judge that voted one way on all 64 scenarios), which makes the error-independent algebra unsolvable. The central, non-obvious result: inter-judge disagreement does not imply evaluability. Aggregate disagreement separated this run only because the unevaluable model(s) collapsed to 0.00; the five evaluable models spanned 0.03–0.23. What gates evaluation is a per-judge condition — every judge must vary (and answer) — not an ensemble one. We formalize this as a label-free evaluability diagnostic (a judge whose modal-vote fraction reaches 1.0 is a constant classifier; an unparseable vote is an abstention) that predicted exactly which models would be evaluable, before any solve and without ground truth. This is a concrete instance of the safety property the NTQR logic promises: it warns you when an ensemble is not good enough to be evaluated. A scenario bootstrap puts a 95% CI of [0.000, 0.038] on the recovery MAE (well inside the 0.102 noise floor), and a deterministic synthetic study generalizes the recovery beyond the finite set of real evaluable models — error falls like 1/√Q (slope -0.58, stable across ensembles) — while mapping two honest limits: the built-in failure alarm catches anti-correlated judges with no false positives yet can miss positively-correlated (shared-training) errors, and the two-solution tie-break inverts once judges are no longer clearly better than random — exactly where simple majority-voting evaluation, though biased, is the more robust fallback. --- Associated artifacts GitHub release: v1.0.0 (https://github.com/docxology/ntqr_llm/releases/tag/v1.0.0) DOI: https://doi.org/10.5281/zenodo.20498699 Zenodo: https://zenodo.org/records/20498699 PDF SHA-256: e1196698427f9fe04d1f3071705adb6e5459983649c78d7f5d074756e989148b algebraic evaluation NTQR unsupervised evaluation evaluation on unlabeled data LLM-as-judge error-independent evaluation ensemble evaluability constant classifier AI safety warning light reproducible research answer-key-free recovery local large language models For mistral:latest, unsupervised recovery matched authored-truth accuracies to a mean absolute error of 0.012, within the 0.102 sampling-noise floor. The algebra recovered a poor judge's accuracy without labels: the pessimist's true bullish accuracy of 0.57 was recovered as 0.59. Inter-judge disagreement did not imply evaluability; what gated evaluation was whether every individual judge varied, not ensemble-level disagreement. A label-free per-judge diagnostic (modal-vote fraction reaching 1.0) predicted exactly which models would be evaluable, before any solve. Synthetic studies show the failure alarm catches anti-correlated judges but can miss positively-correlated errors, and the tie-break inverts near chance-level judges. Three system-prompted trader personas as binary judges — Optimist, neutral and pessimist personas each make a bullish/bearish call on the same 64 authored market scenarios, run through six local models via Ollama. Unsupervised NTQR ErrorIndependentEvaluation on vote counts — Recovers per-persona, per-label accuracy from unlabeled vote patterns only; authored truth is held out and used afterward to score recovery error. Deliberately unbalanced 40/24 scenario deck — The answer key is set to prevalence 0.625 to avoid the evaluator's removable singularity at prevalence exactly 1/2. Schema-constrained JSON vote collection — Uses Ollama structured output with a JSON Schema so parsing is a measured interface check before the binary vote matrix is analysed. Scenario bootstrap and deterministic synthetic-ensemble study — Bootstraps over scenarios for a CI on recovery MAE, and runs synthetic ensembles with known truth to test error scaling, correlated errors and tie-break failure.","image_count":16},{"id":"work:Friedman2026TriplicateDataDrivenLarge153","type":"work","title":"The Triplicate: A Data-Driven Large-Format Newspaper Layout Engine","url":"/works/Friedman2026TriplicateDataDrivenLarge153.html","external_url":"https://doi.org/10.5281/zenodo.20533675","full_text_url":"/papers/2026_Triplicate/full_text.md","summary":"We present template_newspaper, a pure-Python engine that renders a complete\ntwelve-page, large-format newspaper to a print-ready PDF from structured YAML\ncontent. The exemplar edition is The Triplicate, a homage to the h","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","newspaper layout","typography","reportlab","reproducible publishing","document engineering"],"content":"The Triplicate: A Data-Driven Large-Format Newspaper Layout Engine Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20533675 Friedman2026TriplicateDataDrivenLarge153 Computational Paper We present template_newspaper, a pure-Python engine that renders a complete\ntwelve-page, large-format newspaper to a print-ready PDF from structured YAML\ncontent. The exemplar edition is The Triplicate, a homage to the historic\nnewspaper of Crescent City, California (founded 1879). The engine demonstrates\ndesigned multi-column page layout — nameplate and ears, spanning headlines,\nflowing column frames with an optional rail, drop caps, pull quotes, ruled\nmodular boxes, data tables, halftone \"engraving\" figures and running folios —\nwhile keeping a strict separation between content (data) and engine (code):\na new title is a data edit, never a code change. The layout strategy is a hybrid\nin which fixed furniture is drawn directly on the canvas to establish where\nthe column grid begins, after which body copy flows through ReportLab frames\nthat split paragraphs across columns automatically. The project obeys the\nresearch-template monorepo contract and is discovered and executed by the same\norchestration pipeline as its code- and prose-focused siblings.\n\n---\nAssociated artifacts\nGitHub release: v1.0.2 (https://github.com/docxology/template_newspaper/releases/tag/v1.0.2)\nDOI: https://doi.org/10.5281/zenodo.20533675\nZenodo: https://zenodo.org/records/20533675\nPDF SHA-256: 6c693dbd80a4234d30d99f6a890191ff47faf197a0636753fa9785588c550a77 newspaper layout typography reportlab reproducible publishing document engineering The engine keeps content and code strictly separate, so producing a new newspaper title is a data edit rather than a code change. Drawing furniture first and starting column frames below it lets spanning headlines, standing boxes and automatic text flow coexist on one page. Rendering is deterministic: the same edition manifest always yields a byte-identical paper. The bold weight in a .ttc font collection sits at a face-specific subfont index; an early render produced italic Didot headlines from assuming the wrong index. The test suite reports roughly ninety-five percent line coverage. Pure-Python engine rendering YAML content to a print-ready PDF — template_newspaper reads a masthead manifest and per-page YAML files and renders a twelve-page large-format newspaper to PDF. Hybrid drawn-furniture / ReportLab-flowed-body layout strategy — Fixed furniture is drawn on the canvas first, then body copy flows through ReportLab frames via Frame.addFromList, splitting paragraphs across columns. Nine single-responsibility modules with a deterministic four-step pipeline — Editions are produced by Load, Measure, Compose and Emit steps across modules such as geometry, content, typography, figures, layout and engine. Procedural Pillow halftone scenes and monochrome Matplotlib charts — Photographic elements are procedural grayscale Pillow scenes with a 45-degree halftone screen; data graphics are black-and-gray Matplotlib charts. pytest end-to-end render tests, mypy type checking, ruff linting — A pytest suite tests the pure logic and renders the edition end-to-end, asserting a valid twelve-page PDF at correct trim with no over-set page."},{"id":"work:Friedman2026TemplateTextbook154","type":"work","title":"The Template Textbook","url":"/works/Friedman2026TemplateTextbook154.html","external_url":"https://doi.org/10.5281/zenodo.20533125","full_text_url":"/papers/2026_TemplateTextbook/full_text.md","summary":"A modular, fillable scaffold for book-length technical works: a data-driven manuscript (parts/chapters/labs/questions), a tested computational backbone, deterministic figures and Mermaid diagrams, and a content scaffold/","year":2026,"domain":"Computational","tags":["Book","Computational","bibliography"],"content":"The Template Textbook Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20533125 Friedman2026TemplateTextbook154 Computational Book A modular, fillable scaffold for book-length technical works: a data-driven manuscript (parts/chapters/labs/questions), a tested computational backbone, deterministic figures and Mermaid diagrams, and a content scaffold/validation engine.\n\n---\nAssociated artifacts\nGitHub release: v0.1.2 (https://github.com/docxology/template_textbook/releases/tag/v0.1.2)\nDOI: https://doi.org/10.5281/zenodo.20533125\nZenodo: https://zenodo.org/records/20533125\nPDF SHA-256: 7b67cb2d9118f0a72001395f0a94c529313804d7e5cdf7f6ca2dc9f7ab57d168 The book is explicitly a scaffold rather than a finished work: every structural element is present and author-specific passages are marked stubs. It provides twelve chapter shells across four parts, each with a matching lab and question bank. Claims building the book reproduces byte-identical figures and numbers, since nothing in the prose is computed by hand. The worked case study's linear fit gives slope 1.375 and R2 = 0.999, while warning that three averaged points cannot support prediction or extrapolation. Single config.yaml source of truth for book structure — Parts, chapters, front matter, appendices, labs and question banks are declared in config.yaml, from which TOC, numbering and integrity tests read. Tested Python backbone (textbook.models) and deterministic figures — Worked equations are implemented as tested Python functions that chapter prose calls, and figures are generated deterministically from code. Pandoc + pandoc-crossref rendering pipeline — The manuscript is assembled from Markdown in declared order after analysis scripts produce figures, then rendered to PDF via Pandoc with pandoc-crossref. Stub-marker counting audit and manuscript-integrity tests — A quality audit counts STUB/TODO/TKTK markers and pytest checks the per-chapter content contract, unique labels, citations and glossary anchors. Two filled worked-reference chapters (logistic growth; dose-response) — First Principles derives the logistic growth law; Case Studies applies a linear dose-response fit to a small dataset of replicate measurements across control, low and high conditions.","image_count":36},{"id":"work:Friedman2016LessonsFromColony155","type":"work","title":"Lessons from the colony","url":"/works/Friedman2016LessonsFromColony155.html","external_url":"https://www.science.org/doi/10.1126/science.352.6288.886","full_text_url":"","summary":"Paper · Science · Entomology","year":2016,"domain":"Entomology","tags":["Paper","Entomology","bibliography"],"content":"Lessons from the colony Science Friedman2016LessonsFromColony155 Entomology Paper"},{"id":"work:Friedman2016FullSpeedAheadCity156","type":"work","title":"Full speed ahead to the City on the Hill","url":"/works/Friedman2016FullSpeedAheadCity156.html","external_url":"https://doi.org/10.1126/science.aag1520","full_text_url":"","summary":"Paper · Science · AII Ecosystem","year":2016,"domain":"AII Ecosystem","tags":["Paper","AII Ecosystem","bibliography"],"content":"Full speed ahead to the City on the Hill Science 10.1126/science.aag1520 Friedman2016FullSpeedAheadCity156 AII Ecosystem Paper"},{"id":"work:Friedman2021Disinforge157","type":"work","title":"Disinforge","url":"/works/Friedman2021Disinforge157.html","external_url":"https://www.science.org/doi/10.1126/science.abg0904","full_text_url":"","summary":"Paper · Science · Cognitive Security","year":2021,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography"],"content":"Disinforge Science Friedman2021Disinforge157 Cognitive Security Paper"},{"id":"work:Friedman2021DefiningEvents2020Hindsight158","type":"work","title":"Defining events: 2020 in hindsight","url":"/works/Friedman2021DefiningEvents2020Hindsight158.html","external_url":"https://doi.org/10.1126/science.abg0904","full_text_url":"","summary":"Paper · Science · Cognitive Security","year":2021,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography"],"content":"Defining events: 2020 in hindsight Protzko, John Tanner, Isaac Z. Dedyo, Morgan Daly Fu, JiaJia Perma, Bhavya Friedman, Daniel Ari Blidner, Ada Gabriela Johnston, Juliet Tegan Srivastava, Anant Kumar Ruscher, Roland Kupz, Andreas Tarselli, Michael A. Beardsley, Felicia Jensen, Mark Martin Konstantinides, Nikos Agarwal, Divyansh Yuen, Julia Gopinath, Suchitra D. Duong, Michael Tran Strong, Michael Soták, Matúš Burnette, Katie Kirshner, Samuel Nathan Nikolaou, Athanasia Ali, Basant A. de Oliveira, Benedito Alves Sojli, Elvira John Protzko Isaac Z. Tanner Morgan Daly Dedyo JiaJia Fu Bhavya Perma Daniel Ari Friedman Ada Gabriela Blidner Juliet Tegan Johnston Anant Kumar Srivastava Roland Ruscher Andreas Kupz Michael A. Tarselli Felicia Beardsley Mark Martin Jensen Nikos Konstantinides Divyansh Agarwal Julia Yuen Suchitra D. Gopinath Michael Tran Duong Michael Strong Matúš Soták Katie Burnette Samuel Nathan Kirshner Athanasia Nikolaou Basant A. Ali Benedito Alves de Oliveira Elvira Sojli Science 10.1126/science.abg0904 Friedman2021DefiningEvents2020Hindsight158 Cognitive Security Paper"},{"id":"work:Friedman2022ActiveBlockferenceCadCADActive159","type":"work","title":"Active Blockference: cadCAD with Active Inference for Cognitive Systems Modeling","url":"/works/Friedman2022ActiveBlockferenceCadCADActive159.html","external_url":"https://doi.org/10.1007/978-3-031-28719-0_10","full_text_url":"","summary":"Paper · International Workshop on Active Inference · Active Inference","year":2023,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Active Blockference: cadCAD with Active Inference for Cognitive Systems Modeling Smékal, Jakub Choudhury, Arhan Singh, Amit Kumar Damaty, Shady El Friedman, Daniel Ari Jakub Smékal Arhan Choudhury Amit Kumar Singh Shady El Damaty Daniel Ari Friedman International Workshop on Active Inference 10.1007/978-3-031-28719-0_10 Friedman2022ActiveBlockferenceCadCADActive159 Active Inference Paper"},{"id":"work:Friedman2024FromNeuronalPacketsThoughtseeds160","type":"work","title":"From Neuronal Packets to Thoughtseeds: A Hierarchical Model of Embodied Cognition in the Global Workspace","url":"/works/Friedman2024FromNeuronalPacketsThoughtseeds160.html","external_url":"https://doi.org/10.48550/arXiv.2408.15982","full_text_url":"","summary":"Paper · arXiv · Active Inference","year":2024,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"From Neuronal Packets to Thoughtseeds: A Hierarchical Model of Embodied Cognition in the Global Workspace Kavi, Prakash Chandra Zamora-López, Gorka Friedman, Daniel Ari Prakash Chandra Kavi Gorka Zamora-López Daniel Ari Friedman arXiv 10.48550/arXiv.2408.15982 Friedman2024FromNeuronalPacketsThoughtseeds160 Active Inference Paper"},{"id":"work:Friedman2021KnowledgeManagementArchipelago161","type":"work","title":"Knowledge Management Archipelago","url":"/works/Friedman2021KnowledgeManagementArchipelago161.html","external_url":"https://doi.org/10.5281/zenodo.5034808","full_text_url":"","summary":"Paper · Zenodo · Cognitive Security","year":2021,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography"],"content":"Knowledge Management Archipelago Friedman, Daniel Ari Cordes, Richard J. Daniel Ari Friedman Richard J. Cordes Zenodo 10.5281/zenodo.5034808 Friedman2021KnowledgeManagementArchipelago161 Cognitive Security Paper"},{"id":"work:Friedman2024CommentsSubmittedByBlockScience162","type":"work","title":"Comments Submitted by BlockScience, UW APL IRSIRI, and the Cognitive Security and Education Forum","url":"/works/Friedman2024CommentsSubmittedByBlockScience162.html","external_url":"https://doi.org/10.5281/zenodo.13273682","full_text_url":"","summary":"Paper · Zenodo · Cognitive Security","year":2024,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography"],"content":"Comments Submitted by BlockScience, UW APL IRSIRI, and the Cognitive Security and Education Forum Cordes, RJ RJ Cordes Zenodo 10.5281/zenodo.13273682 Friedman2024CommentsSubmittedByBlockScience162 Cognitive Security Paper"},{"id":"work:Friedman2017OsteopathyVariableVariabilityHealth163","type":"work","title":"Osteopathy and the Variable Variability of Health","url":"/works/Friedman2017OsteopathyVariableVariabilityHealth163.html","external_url":"","full_text_url":"","summary":"Paper · The Cranial Letter 70(4) · Genetics & Biomedical","year":2017,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography"],"content":"Osteopathy and the Variable Variability of Health The Cranial Letter 70(4) Friedman2017OsteopathyVariableVariabilityHealth163 Genetics & Biomedical Paper"},{"id":"work:Friedman2016CellsMechanobiologyOsteopathy164","type":"work","title":"Cells, Mechanobiology, and Osteopathy","url":"/works/Friedman2016CellsMechanobiologyOsteopathy164.html","external_url":"","full_text_url":"","summary":"Paper · The Cranial Letter 69(1) · Genetics & Biomedical","year":2016,"domain":"Genetics & Biomedical","tags":["Paper","Genetics & Biomedical","bibliography"],"content":"Cells, Mechanobiology, and Osteopathy The Cranial Letter 69(1) Friedman2016CellsMechanobiologyOsteopathy164 Genetics & Biomedical Paper"},{"id":"work:Friedman2026ITraceVerificationFirstWebcam165","type":"work","title":"iTrace: verification-first webcam eye-movement analysis","url":"/works/Friedman2026ITraceVerificationFirstWebcam165.html","external_url":"https://doi.org/10.5281/zenodo.20614908","full_text_url":"/papers/2026_ITrace/full_text.md","summary":"iTrace is an MIT-licensed Python toolkit for webcam-derived gaze, saccade, pupil, and quality diagnostics. Version 0.4.1 is a diagnostic v1 release: the pure NumPy/SciPy core is algorithmically verified against synthetic","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","eye-tracking","webcam","gaze","saccades","pupillometry","open-source","diagnostic-pilot"],"content":"iTrace: verification-first webcam eye-movement analysis Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20614908 Friedman2026ITraceVerificationFirstWebcam165 Computational Paper iTrace is an MIT-licensed Python toolkit for webcam-derived gaze, saccade, pupil, and quality diagnostics. Version 0.4.1 is a diagnostic v1 release: the pure NumPy/SciPy core is algorithmically verified against synthetic and closed-loop oracles, the optional webcam shell exports derived records, and the empirical ledger covers a single-participant, single-device, five-session diagnostic pilot. This release does not claim reference-device accuracy, cross-device generality, population generality, or webcam-accuracy validation. eye-tracking webcam gaze saccades pupillometry open-source diagnostic-pilot On synthetic traces the I-VT detector recovered a 10 deg saccade's amplitude within 5% and peak velocity within 10%. On the synthetic 3-D closed loop, gaze was recovered with 0.16 deg RMS residual (max 0.23 deg) for gaze within ±15 deg; the author states this is internal consistency, not device validation. In the idealised noise sweep, saccade detection was most fragile (F1 < 0.8 at sigma about 0.0014), while gaze crossed the 2 deg bound near sigma 0.005. The pupil noise robustness is reported only as a conditional illustration because it follows from the assumed pupil noise model. The headline limitation is an unclosed device validation gap: correctness rests on constructed ground truth, not reference measurements of real eyes. Hardware-decoupled pure NumPy/SciPy analysis core with optional capture shell — Gaze geometry, I-VT/I-DT, Engbert-Kliegl microsaccade, main-sequence and pupil algorithms run headlessly, separate from an optional webcam/MediaPipe shell. Verification against synthetic traces with ground truth held out by construction — Every detector is tested on generated signals whose events are known, e.g. a 250 Hz fixation-saccade-fixation trace and an embedded 0.5 deg microsaccade. 3-D eyeball forward model closed loop through a pinhole camera — Known gaze is projected to landmarks and back through the estimator on an animated 120 Hz scene to check geometric internal consistency. Seeded Monte-Carlo landmark-noise sweep (sigma 0-0.016, 25 trials/level) — Independent landmark noise is injected into the synthetic scene to rank fragility of gaze, saccade and pupil recovery, with bootstrap confidence intervals. N=1 single-participant, single-device webcam pilot sessions — One local webcam workflow recorded fixed-gaze, reading and target trials as derived records to give order-of-magnitude session diagnostics.","image_count":12},{"id":"work:Friedman2026DemoCreateDeclarativeAudioVisual166","type":"work","title":"DemoCreate: Declarative Audio-Visual Demo Generation for Software","url":"/works/Friedman2026DemoCreateDeclarativeAudioVisual166.html","external_url":"https://doi.org/10.5281/zenodo.20693216","full_text_url":"/papers/2026_DemoCreate/full_text.md","summary":"DemoCreate generates audio-visual demos of software — codebase tours, website walkthroughs, and terminal/CLI demos — from a single declarative, deterministic spine. A Demo is an ordered action stream plus narration chunk","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","demo-generation","screencast","text-to-speech","code-walkthrough","video","narration","whisper","manim"],"content":"DemoCreate: Declarative Audio-Visual Demo Generation for Software Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20693216 Friedman2026DemoCreateDeclarativeAudioVisual166 Computational Paper DemoCreate generates audio-visual demos of software — codebase tours, website walkthroughs, and terminal/CLI demos — from a single declarative, deterministic spine. A Demo is an ordered action stream plus narration chunks, merging CodeVideo's event-sourced virtual-IDE model with VSpeak's chunk/trigger model. Every heavy backend (TTS via Kokoro/Chatterbox, transcription via Whisper, capture via mss/Playwright, animation via Manim, assembly via MoviePy/ffmpeg) sits behind an abstract interface with a pure-Python deterministic default, so the package produces a real demo with only light dependencies and upgrades when extras are installed. On-screen actions are anchored to spoken trigger words via TTS→STT synchronization: narration audio is generated, transcribed back to word-level timestamps, and used to align the action stream with the narration. demo-generation screencast text-to-speech code-walkthrough video narration whisper manim playwright reproducible deterministic tts-stt-synchronization virtual-ide Across 51 source modules in 7 subsystems, 625 tests pass (3 skipped) under a ≥90% coverage gate, achieving roughly 95%. The recorded benchmark reports a 25.8 ms median build and 256.7 ms of render compute per second of output, with complete, monotonic sync timestamps. DemoCreate produced two content-verified 1080p H.264 videos: a 128.4 s self-explaining package demo and a 188.0 s demo of a 170-page paper. The author states DemoCreate is narrower than agentic generators and less specialized than asciinema for terminals, but uniquely combines declarative, deterministic, narrated, paper-capable demos. The steganographic provenance payload survives only in lossless PNG sidecars; H.264 encoding destroys it, so the MP4 carries provenance via container tags and on-screen bars. Declarative Demo schema of typed Actions and narration Chunks (JSON/YAML) — Represents a demo as a validated value of scenes, narration chunks and typed actions that round-trips losslessly through JSON and YAML; rendering is a pure function of it. Abstract backend interfaces with pure-Python deterministic defaults — TTS, transcription, capture, assembly and PDF ingestion each sit behind an abstract interface whose 'auto' factory resolves to a light default; heavy backends are guarded. TTS-to-STT round-trip with fuzzy trigger-word anchoring — Narration is synthesized, transcribed back to word-level timestamps, and each action's trigger_word is fuzzy-matched to get an absolute millisecond timestamp. Poppler-CLI paper subsystem for research-paper demos — Reads a PDF with poppler utilities to extract title, abstract (skipping the TOC), captions, sections, figures and pages, and composes them into a narrated demo. Real-filesystem test suite, content verifier and benchmark file — Evaluates the package with a coverage-gated test suite, a verifier that checks rendered video has non-silent, non-black streams, and a reproducible benchmark file.","image_count":12},{"id":"work:Friedman2026ENTOENcryptedTypedOmnitrack167","type":"work","title":"ENTO: an ENcrypted, Typed, Omnitrack container format for multimodal research data","url":"/works/Friedman2026ENTOENcryptedTypedOmnitrack167.html","external_url":"https://doi.org/10.5281/zenodo.20396328","full_text_url":"/papers/2026_ENTO/full_text.md","summary":"ENTO (ENcrypted, Typed, Omnitrack) is a flat ZIP container format and reference implementation for bundling heterogeneous research artifacts — time series, genomics slices, spectrograms, provenance proofs — into a single","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","research data formats","authenticated encryption","AES-256-GCM","reproducible research","multimodal containers"],"content":"ENTO: an ENcrypted, Typed, Omnitrack container format for multimodal research data Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20396328 Friedman2026ENTOENcryptedTypedOmnitrack167 Computational Paper ENTO (ENcrypted, Typed, Omnitrack) is a flat ZIP container format and reference implementation for bundling heterogeneous research artifacts — time series, genomics slices, spectrograms, provenance proofs — into a single verifiable file. Each track is sealed under per-track AES-256-GCM authenticated encryption with format+track associated-data binding and PADMÉ length padding. The default wire format is 0.4.0; formats 0.2.0, 0.3.0, and 0.3.1 remain read/write compatibility profiles. Graded observability levels control how much manifest metadata a recipient sees, and an optional hash-chained proof export provides tamper-evident lineage. Verification deliberately separates key-authenticated integrity from keyless corruption detection.\n\nThis deposit is the 0.4 manuscript release candidate together with the MIT-licensed reference implementation source. Planned code home: https://github.com/docxology/entofile. research data formats authenticated encryption AES-256-GCM reproducible research multimodal containers Tamper detection succeeded on all 2400 benchmark rows (rate 1.0). Mean pack throughput was 78.9296 MiB/s on the medium-track condition at observability level 3 (n = 150, CV 15.3%); the paper makes no superiority claim. Ciphertext expansion on fixture tracks was an exact, zero-variance 1.7113. Length is not hidden exactly: non-sealed levels disclose byte_length in the manifest, and sealed export still reveals the PADMÉ bucket. Concludes that a flat ZIP container can carry typed multimodal tracks, authenticated encryption, graded observability and proof export without becoming a repository or hosted service. Flat ZIP layout: manifest.json, one encrypted member per track, optional proof — Defines the container as a ZIP archive with a typed manifest, per-track .ento members and an optional hash-chain proof file. Per-track AES-256-GCM envelopes with HKDF-derived keys — Each track is sealed with authenticated encryption under a fixed nonce||tag||ciphertext header, specified in a Kaitai Struct file. Four graded observability levels for export-time manifest redaction — Observability levels 0–3 control which manifest metadata a recipient sees, without re-encrypting the track payloads. Associated-data binding and PADMÉ length padding in the default profile — The 0.4.0 default binds associated data and pads ciphertext members to PADMÉ buckets to coarsen the length channel. Scripted benchmark: 150 repetitions over observability levels on fixture tracks — Benchmarks on committed EEG, VCF and spectrogram fixtures plus a synthetic throughput track measure throughput, latency, expansion and tamper detection.","image_count":24},{"id":"work:Friedman2026GeneralizedNotationNotationGNN168","type":"work","title":"GeneralizedNotationNotation (GNN)","url":"/works/Friedman2026GeneralizedNotationNotationGNN168.html","external_url":"https://doi.org/10.5281/zenodo.7803313","full_text_url":"/papers/2026_GeneralizedNotationNotationGNN/full_text.md","summary":"Active Inference offers a unifying account of perception, learning, and action under the free energy principle, yet the generative models at its core are still communicated ad hoc: scattered across prose descriptions, be","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","active inference","generative models","cognitive modeling","notation system","reproducibility","computational neuroscience","bayesian inference","standards"],"content":"GeneralizedNotationNotation (GNN) Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.7803313 Friedman2026GeneralizedNotationNotationGNN168 Active Inference Paper Active Inference offers a unifying account of perception, learning, and action under the free energy principle, yet the generative models at its core are still communicated ad hoc: scattered across prose descriptions, bespoke notebooks, and framework-specific code that rarely agree. This fragmentation makes published models hard to reproduce, compare, or port between tools, and it raises the barrier for newcomers learning the formalism. GeneralizedNotationNotation (GNN) addresses this gap with a standardized, human- and machine-readable text language for specifying Active Inference generative models, paired with a 25-step processing pipeline that transforms a single specification into validation, visualization, simulation, and analysis artifacts. A GNN file denotes a generative model, and the language lets that model take the several shapes the field actually uses: the notation blocks a file declares — categorical A/B/C/D[/E] tensors, linear-Gaussian system matrices F/H/Q/R with a Gaussian prior, per-agent and per-level compositions — fix its model kind, which the pipeline classifies structurally and carries through rendering and execution, recording explicitly which registered backends can render and run a model of each kind and which report it unsupported. GNN's \"Triple Play\" treats each model as three coordinated views — a textual specification, graphical visualizations, and executable cognitive models — so that one source yields consistent outputs across modalities. The framework spans 32 exemplar specifications (27 discrete-state and 5 continuous linear-Gaussian) across 9 model families and 10 registered rendering backends, with explicit gates for cross-format semantic fidelity and cross-framework reliability. GNN 3.0.0 layered safe-by-design long-running orchestration on top of this language and pipeline — durable observation streams, resumable run sessions, and auditable container plans that generate, validate, and replay data only, with no live infrastructure mutation. We describe the language, the model kinds it denotes, the pipeline architecture, and the validation that confirms specifications round-trip faithfully across formats and execute across multiple simulation backends — with coverage gaps recorded as explicit profiled-unsupported statuses rather than silently omitted — establishing GNN as reproducible, interoperable infrastructure for communicating Active Inference models. active inference generative models cognitive modeling notation system reproducibility computational neuroscience bayesian inference standards gnn python The manuscript presents the Triple Play as text, graphical, and executable views derived from a shared model specification. At the manuscript snapshot, the framework covers 32 exemplar specifications across nine model families and ten registered rendering backends. The manuscript reports profiled execution gaps for continuous and hierarchical models, and a deliberate render-only scope for structural models; it does not claim that every model executes on every backend. The manuscript specifies reproducible validation commands and explicitly avoids asserting a fixed passing-check count. The manuscript describes long-running orchestration contracts that generate, validate, and replay data without mutating live infrastructure. Parsing and structured export — Parses plain-text model specifications into an internal representation and structured export formats, retaining declared model vocabulary. Model-kind type checking and validation — Checks state spaces, observation modalities, control factors, matrix dimensions, and kind-specific shape contracts before code generation. Kind-aware model rendering — Carries structurally determined model kinds into rendering and execution, recording which backends can handle each kind and which report it unsupported. Semantic fidelity and cross-framework gates — Provides reproducible commands for testing semantic preservation in round trips and comparing generated model structure across backend implementations."},{"id":"work:Friedman2026COGANTDeterministicCodebaseGNN169","type":"work","title":"COGANT: Deterministic Codebase-to-GNN Translation","url":"/works/Friedman2026COGANTDeterministicCodebaseGNN169.html","external_url":"https://doi.org/10.5281/zenodo.20705350","full_text_url":"/papers/2026_COGANT/full_text.md","summary":"COGANT (Codebase-to-GNN Translation) deterministically converts software repositories into structured Active Inference artifacts expressed in the Active Inference Institute's Generalized Notation Notation (GNN). It is an","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","program analysis","Generalized Notation Notation","GNN","intermediate representation","code property graph","active inference","reproducible research","codebase-to-model translation"],"content":"COGANT: Deterministic Codebase-to-GNN Translation Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20705350 Friedman2026COGANTDeterministicCodebaseGNN169 Computational Paper COGANT (Codebase-to-GNN Translation) deterministically converts software repositories into structured Active Inference artifacts expressed in the Active Inference Institute's Generalized Notation Notation (GNN). It is an evidence compiler: it propagates reviewable program facts through a finite fixpoint rule pipeline and emits graph, matrix, provenance, visualization, and round-trip artifacts with confidence and provenance, rather than a single opaque embedding. A reverse synthesizer reconstructs a runnable Python package from an emitted GNN bundle, closing a forward-reverse-forward evaluation loop. This is the first public release (v0.6.0). Source: https://github.com/ActiveInferenceInstitute/COGANT program analysis Generalized Notation Notation GNN intermediate representation code property graph active inference reproducible research codebase-to-model translation cognitive ecosystem modeling On the v0.6.0 roundtrip ledger, all 25 targets are role-preserved, but only 1 of 25 meets strict structural isomorphism. The author cautions that fixtures are in-sample, with no held-out split or confidence intervals, so scores upper-bound rather than estimate out-of-sample performance. The fixpoint ablation shows a single pass suffices on every shipped fixture, with the K=10 cap serving as a safety valve. Rule-family ablation indicates structural rules drive HIDDEN_STATE while semantic rules drive OBSERVATION/ACTION/POLICY/PREFERENCE roles. The author states the passing test suite, coverage and type-check gates support reliability and reproducibility but do not by themselves establish semantic adequacy. Program-graph IR with confidence and provenance on nodes and edges — Repositories are parsed (primarily via Python's standard-library ast) into a program graph IR whose nodes and edges carry confidence and provenance. Fixpoint translation engine with 22 declarative rules in five families — Rules (structural, semantic, control, behavioural, resilience) map nodes to 7 Active Inference mapping kinds, with priority-and-score conflict resolution. A/B/C/D matrix derivation and GNN (Generalized Notation Notation) export — Derives likelihood, transition, preference and prior matrices from the compiled state space and program-graph edges, normalized for the upstream GNN validator. Forward-reverse-forward roundtrip over a 25-target regression corpus — A reverse synthesizer rebuilds a Python package from each GNN bundle; role_preservation_score and strict isomorphism are recorded per target. Rule-family and fixpoint-iteration ablations on packaged fixtures — Removes each rule family and varies the iteration cap K in {1, 2, 5, 10}, recording changes in SemanticMapping counts on the shipped fixtures.","image_count":20},{"id":"work:Friedman2026AGEINTAgenticIntelligence170","type":"work","title":"AGEINT: Agentic Intelligence","url":"/works/Friedman2026AGEINTAgenticIntelligence170.html","external_url":"https://doi.org/10.5281/zenodo.20732274","full_text_url":"/papers/2026_AGEINT/full_text.md","summary":"Synthetic Analytic Tradecraft (AGEINT, or Agentic Intelligence), is a local curriculum-and-assurance atlas for teaching bounded AI-agent support inside intelligence education by making the machinery of Synthetic Analytic","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","agentic intelligence","AGEINT","AI agents","intelligence tradecraft","cognitive security","structured analytic techniques","active inference","model context protocol"],"content":"AGEINT: Agentic Intelligence Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20732274 Friedman2026AGEINTAgenticIntelligence170 Computational Paper Synthetic Analytic Tradecraft (AGEINT, or Agentic Intelligence), is a local curriculum-and-assurance atlas for teaching bounded AI-agent support inside intelligence education by making the machinery of Synthetic Analytic Tradecraft visible on the page. It converts SIST Guide TOC and Bibliography into 16 parts, 51 modules, 9 methods appendices, 20 named AGEINT patterns, and 312 parsed source-guide references without renumbering inherited source identities, then asks the reader to inspect the same things an instructor or assurance reviewer would inspect: the part map that frames the domain, the module overview that names the learner task, the source spine that separates official, standards, scholarly, public-domain, practitioner, vendor, and provenance-only support while separating source quality from narrative fluency, the evidence packet that a student would retain, the reviewer challenge that should break a weak claim, and the validators that prevent a polished artifact from masquerading as a verified one. A learner does not enter through a slogan. The learner opens a module, sees which authority and source keys are allowed to carry the claim, reads a textbook primer that distinguishes observation from inference, confidence from probability, and source quality from fluency, works through a synthetic practice studio using classroom records, public declassified examples, owned-lab logs, toy datasets, rendered figures, or tabletop incidents, and then produces a bounded artifact with caveats, assumptions, alternatives, excluded actions, human review, rollback evidence, and refresh triggers written into the record before reuse. The method contract in shows that flow as a claim-to-evidence pathway rather than as an aspirational ethics statement: authority must be named before the task begins, source support must be traceable before a claim is promoted, unsafe action must be replaced by safe substitution, and agentic assistance must remain a drafting, retrieval, comparison, simulation, critique, or audit aid whose output is never treated as self-authenticating . AGEINT remains synthetic in its fixtures, not in its standards: the word synthetic is therefore a control, not a downgrade. AGEINT keeps the fixture safe while keeping the standard difficult: HUMINT, SIGINT, OSINT, GEOINT and IMINT, FININT, counterintelligence, cyber threat intelligence, cognitive security, agent orchestration, active inference, source verification, public-sector governance, privacy review, and industrial-control-system defense can be discussed because the student is not handed live targets, evasion recipes, exploit instructions, manipulation playbooks, covert-action procedures, or unsafe cyber-physical steps. When a source topic could invite misuse, the module turns the risky motif into a provenance card, detection-coverage note, rights-impact worksheet, model or dataset card, source-refresh memo, release gate, risk-exception log, remediation backlog, or debrief protocol, and the exercise fails if it cannot show where authority, data boundary, tool permission, uncertainty, and review enter the workflow. The source layer is intentionally conservative: Perplexity and similar discovery tools may suggest candidates, but the manuscript cites verified official, standards, public-domain, or scholarly anchors encoded in the source corpus and rebuilt into BibTeX; Practitioner, vendor, and blog sources inherited through the source guide, plus social or other guide-inherited rows, can preserve provenance context without becoming foundational support for governance, rights, safety, empirical, statistical, or performance claims unless a stronger verified source bears the specific point. The same source posture is visible in the counts: 10 source-quality anchors cover the governing standards and assurance spine, while 462 curated intelligence research anchors span the domain lanes that route claim-bearing prose to direct evidence rather than decorative citations. A strong AGEINT artifact is therefore not an uninspected essay. It is an evidence packet that names the question, allowed inputs, excluded actions, source keys, claim type, caveats, competing explanations, confidence basis, prompt or run card, tool allowlist, data boundary, stop condition, reviewer challenge, safety boundary, refresh trigger, and human disposition. It also contains negative controls: stale citations that should be caught, weak-source-only claims that should be downgraded, figure positions or colors that should not be mistaken for quantitative evidence, overbroad statistical language that should fail, and operational substitutions that should halt until an instructor or reviewer approves a safer artifact. A reviewer can trace a finished packet in both directions: from a polished sentence back to the claim class, source family, cited anchor, caveat, and source-refresh duty, or from a source row forward to the modules, figures, tables, and exercises that rely on it. A student can see why a governance claim needs law, policy, standard, or official guidance support; why a cyber or industrial-control-system scenario must remain defensive and synthetic; why a social or cognitive-security lesson must become resilience education rather than persuasion practice; why a vendor or practitioner note can motivate a question but cannot by itself carry a public-rights or safety assertion; why a figure caption must say whether arrows are explanatory or quantitative; and why a model-generated draft is only useful after it has been constrained by authority, reviewed by a person, and attached to evidence that another person can contest. The early orientation pages, part maps, chapter landmarks, appendices, bibliography atlas, source-lane map, and generated reports are designed to make that trace visible instead of leaving it to instructor memory. They show the learner what to keep: the source keys behind each claim, the reason a safer substitute was chosen, the assumption that would change the answer, the dissent that should not be smoothed away, the review note that records who accepted residual risk, the rollback path if a source or permission changes, and the refresh trigger that turns a current claim back into a review item. They also show what the curriculum refuses to keep: unverifiable authority theater, live-target instructions, metric-looking diagrams without units or denominators, statistical decorations without empirical design, citation clusters that do not bear the sentence they decorate, and agent outputs whose provenance cannot be reconstructed. The technical build is part of that scholarship. Curriculum shards generate semantic manuscript files; cross-references use label-backed section and figure links, and display equations are typeset from source for reproducible math; citations route through Pandoc keys; figures are registry-backed PNG assets with captions, alt text, long descriptions, provenance, hashes, and visual-semantics metadata; source anchors carry explicit lane and tier fields; claim calibration audits high-risk empirical, statistical, governance, safety, visualization, artifact-readiness, and formalism language; scholarship and source-metadata reports expose review warnings instead of hiding them; PDF audits check stale output, URI targets, file actions, and banned filler language. The analysis-validation matrix in names which claim classes require empirical evidence, direct source-family support, negative controls, figure semantics, or rendered-artifact checks before they can be treated as ready, and that matrix is a boundary on what the manuscript can honestly say. AGEINT is not a benchmark and does not claim to measure AGEINT performance, model capability, analyst replacement, learning outcomes, operational effectiveness, public-sector impact, statistical significance, or safety performance; page counts, citation counts, figure counts, validator passes, and link audits are artifact telemetry, not empirical outcome evidence. Its strongest claim is methodological and inspectable: agentic assistance can be taught inside intelligence education when every reuse path is forced through authority, source support, safe substitution, evidence packet, negative controls, human review, rollback, and refresh triggers, and when the safest failure mode is to stop, document the unresolved condition, and ask for review. The resulting work should be read as a Synthetic Analytic Tradecraft atlas, not as a public-release certificate or a disguised operational manual: the reader can see the source key behind a sentence, the caveat behind a confidence statement, the assumption behind a scenario, the blocked use behind a tempting automation, the challenge behind a polished answer, the caption that limits a visual, the validator that rejects an overclaim, and the refresh duty that keeps current-source prose from becoming stale authority. agentic intelligence AGEINT AI agents intelligence tradecraft cognitive security structured analytic techniques active inference model context protocol multi-agent systems operational governance AGEINT presents itself as a versioned curriculum-and-assurance framework, explicitly not a new agent architecture, cognitive theory, attack benchmark, or measured learning outcome. Its strongest stated claim is methodological: agentic assistance can be taught in intelligence education when reuse is forced through authority, source support, safe substitution, review, rollback, and refresh triggers. The source corpus includes 10 source-quality anchors for the standards and assurance spine and 462 curated intelligence research anchors across domain lanes. The work states that its page, citation, and figure counts and validator passes are artifact telemetry, not empirical outcome evidence. Exercises are restricted to educational, defensive, synthetic material and give no instructions for unauthorized collection, evasion, exploitation, or manipulation. Conversion of the SIST Guide TOC and bibliography into a modular curriculum — Restructures an inherited source guide into parts, modules, methods appendices, named patterns, and parsed references while preserving source identities. Synthetic practice studios using safe fixtures instead of live targets — Exercises use classroom records, declassified examples, owned-lab logs, toy datasets, and tabletop incidents, ending in a bounded evidence-packet artifact. Source-lane and tier system separating official, standards, scholarly, and vendor sources — Each claim class is matched to a required evidence type; discovery tools may suggest sources but citations must resolve to checked anchors. Automated claim-calibration audit of generated manuscript language — A verifier scans high-risk empirical, statistical, governance, and safety language and fails unsupported proof-language, p-values, or measured-performance claims. Generated manuscript from version-controlled Markdown, tested Python, and registry figures — The textbook is built reproducibly from curriculum shards, Pandoc citation keys, and registry-backed figures with captions, alt text, and provenance.","image_count":179},{"id":"work:Friedman2026PolicyDistillationAsActive171","type":"work","title":"On-Policy Distillation as Active Inference in Finite Variational Models","url":"/works/Friedman2026PolicyDistillationAsActive171.html","external_url":"https://doi.org/10.5281/zenodo.20747834","full_text_url":"/papers/2026_PolicyDistillationAs/full_text.md","summary":"This paper formulates on-policy distillation as active inference in finite variational models, with exact claims only for declared objects and interpretive claims explicitly bounded outside them. In the construction, the","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","on-policy distillation","active inference","self-distillation","privileged information","free energy principle","reverse KL divergence","pymdp","sophisticated inference"],"content":"On-Policy Distillation as Active Inference in Finite Variational Models Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20747834 Friedman2026PolicyDistillationAsActive171 Active Inference Paper This paper formulates on-policy distillation as active inference in finite variational models, with exact claims only for declared objects and interpretive claims explicitly bounded outside them. In the construction, the intractable teacher policy plays the role of the generative model $p(o,s)$, the tractable student policy is the approximate posterior $q(s)$, and the per-token reverse-KL distillation loss is variational free energy up to the evidence constant, $F = D_{\\mathrm{KL}}(q\\,\\|\\,p(s\\mid o)) - \\log p(o)$, whose KL target is the teacher-induced posterior $p(s\\mid o)\\propto p(o,s)$ . The title's \"as\" is therefore a scoped mathematical correspondence rather than the slogan OPD = Active Inference. Variational free energy names the realized-rollout distillation loss; expected free energy remains the planning-side objective by which the pymdp agent selects actions . On-policy student rollouts generate the observations on which the posterior is scored, connecting the construction to induced-distribution mismatch in imitation learning and exposure-bias analyses while preserving their different objectives, empirical regimes, and contested severity . Privileged traces and feedback play the role that train-time-only information plays in the LUPI/distillation lineage . Four deterministic witnesses instantiate the correspondence. A Bernoulli-Ising oracle couples a teacher's privileged variable to the answer through $\\lambda$, making $I(\\lambda)$ the teacher-student mutual information and the finite free-energy gap the toy distillation objective; the closed-form and independently recomputed mutual-information sweeps agree to machine precision (RMSE 2.1e-16 nats). A pymdp T-maze rollout supplies the on-policy student that samples its own observations under a privileged cue . A two-agent classroom pits a privileged teacher (cue validity 0.98) against an on-policy student (cue validity 0.5), measuring teacher belief entropy 0.247 nats versus student 0.347 nats and a mean reverse-KL distillation signal of 6.28 nats. A four-state/two-action sequential-shift witness shows teacher-forced train loss 0.333 nats underestimating student-induced test loss 0.409 nats, with deterministic on-policy correction reducing it to 0.096 nats. These are toy, generated findings, not production-LLM measurements. Recent privileged-context, context-distillation, adaptive-teacher, freshness-aware OPD, RLHF/instruction-tuning, self-generated reasoning, Qwen OPD-vs-RL, and Thinking Machines replication reports remain external context rather than reproduced results . The supplemental sheaf/provenance layer keeps that boundary operational: every reported number is hydrated from a generated artifact, every figure is source-bound, and 16 / 16 invariant checks pass before rendering. --- Associated artifacts GitHub release: v1.0.2 (https://github.com/ActiveInferenceInstitute/on_policy_distillation/releases/tag/v1.0.2) DOI: https://doi.org/10.5281/zenodo.20749817 Zenodo: https://zenodo.org/records/20749817 PDF SHA-256: c6b5ec494915e6e046f24cf723f8dbbf93a5b168544daed3cca14c089d4087aa on-policy distillation active inference self-distillation privileged information free energy principle reverse KL divergence pymdp sophisticated inference The closed-form and independently recomputed mutual-information sweeps agree to machine precision (RMSE 2.1e-16 nats). In the classroom toy, teacher belief entropy was 0.247 nats versus 0.347 nats for the student, with a mean reverse-KL distillation signal of 6.28 nats. In a four-state/two-action witness, teacher-forced train loss (0.333 nats) underestimated student-induced test loss (0.409 nats); on-policy correction reduced it to 0.096 nats. All reported numbers are hydrated from generated artifacts, and 16 of 16 invariant checks pass before rendering. The author states these are toy, generated findings rather than production-LLM measurements; external OPD results are context, not reproduced. Formal mapping of OPD roles onto active-inference variational objects — Teacher policy is read as the generative model, student policy as the approximate posterior, and per-token reverse-KL loss as variational free energy. Bernoulli-Ising oracle with closed-form and recomputed mutual-information sweeps — A binary toy couples a teacher's privileged variable to the answer through a coupling parameter; MI and the free-energy gap are computed analytically. pymdp T-maze rollout with sophisticated-inference planning — A pymdp agent samples its own observations under a privileged cue, serving as the on-policy student process witness. Two-agent classroom: privileged teacher vs on-policy student — A teacher with cue validity 0.98 and a student with cue validity 0.5 are compared on belief entropy and reverse-KL distillation signal. Lean theorem inventory and fail-closed manuscript validation gates — Lean theorem statements are extracted and checked against an inventory, with gates failing on sorry, axiom or native_decide.","image_count":39},{"id":"work:Friedman2026TemplateMadlibDeterministicToken172","type":"work","title":"Template Madlib: Deterministic Token Injection for Conditional IMRAD Manuscripts","url":"/works/Friedman2026TemplateMadlibDeterministicToken172.html","external_url":"https://doi.org/10.5281/zenodo.20786638","full_text_url":"/papers/2026_TemplateMadlib/full_text.md","summary":"This exemplar asks whether a reviewable pipeline can hydrate a complete IMRAD manuscript from configuration-owned lexical data while preserving an audit trail that remains readable before and after rendering. The project","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","madlib generation","token injection","conditional manuscripts","reproducible research","IMRAD"],"content":"Template Madlib: Deterministic Token Injection for Conditional IMRAD Manuscripts Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20786638 Friedman2026TemplateMadlibDeterministicToken172 Computational Paper This exemplar asks whether a reviewable pipeline can hydrate a complete IMRAD manuscript from configuration-owned lexical data while preserving an audit trail that remains readable before and after rendering. The project deliberately keeps playful Mad Lib mechanics inside a serious reproducibility contract: the manuscript shell names large placeholders, the config declares allowable language, and the source code decides what text is emitted.\n\nThe committed seed is 431 and the current schema expands 22 slot rule(s) into 40 token choice(s) across 10 lexicon categories. The configured narrative moves are state the manuscript-generation problem, name the deterministic intervention, and summarize the audit surface. The central hypothesis is: Deterministic lexical injection can generate a complete conditional IMRAD manuscript while preserving token provenance, section intent, and audit-ready method evidence.\n\nThe result is not a claim that lexical substitution creates scholarship. It is a worked template for conditional manuscript assembly: section enablement, token provenance, figure registration, and unresolved-placeholder checks all become inspectable artifacts before the shared renderer produces PDF, HTML, and slides.\n\n---\nAssociated artifacts\nGitHub release: v0.1.1 (https://github.com/docxology/template_madlib/releases/tag/v0.1.1)\nDOI: https://doi.org/10.5281/zenodo.20786638\nZenodo: https://zenodo.org/records/20786638\nPDF SHA-256: d9248f4f372fc3baf21cbf5cc5cdb7daffe0e22e62ac6fa2e3a697a26f3308b6 madlib generation token injection conditional manuscripts reproducible research IMRAD With seed 431, the schema expands 22 slot rules into 40 token choices across 10 lexicon categories. The generated plan enabled all 11 manuscript sections and filled 40 token choices, each traced to its variable, category, section and config pointer. Re-running generation with seed 431 and the same lexicon produces the same token plan. The author frames the main result as traceability surviving a complete render path, not any particular word choice. The paper explicitly does not claim lexical replacement creates scholarship; it shows a conditional text generator can be made accountable to config, tests and validation. Seeded SHA-256 digest selection of lexicon tokens per slot — Each slot hashes the seed, slot name, category, ordinal and full category list; the digest indexes the configured lexicon category. YAML config-owned lexicon, slots, and section conditions — Lexicon categories, slots, section switches, method rows and claims are declared in YAML; source code turns them into manuscript bodies. Staged pipeline from config validation to hydrated Markdown — Validates the madlib block, builds a TokenPlan and section bodies, writes artifact JSON and a figure registry, then hydrates Markdown. Explicit vs. loader-default config field-origin inventory — Classifies configuration paths as explicitly set in YAML or inherited from loader defaults and reports them as method evidence. Project tests and shared output validator — Tests check determinism, seed and category sensitivity, malformed configs, section disablement and unresolved tokens; a validator checks rendered outputs.","image_count":9},{"id":"work:Friedman2026CaliforniaPublicRecordsTechnical173","type":"work","title":"California Public Records: A Technical and Legal Reference for the Post-AB 473 Era","url":"/works/Friedman2026CaliforniaPublicRecordsTechnical173.html","external_url":"https://doi.org/10.5281/zenodo.20789899","full_text_url":"/papers/2026_CaliforniaPublicRecords/full_text.md","summary":"A technical and legal reference to California public-records ecosystem, anchored by the CPRA recodified by AB 473.","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","California Public Records Act","open data","CKAN","Socrata","ArcGIS","cognitive security","civic technology"],"content":"California Public Records: A Technical and Legal Reference for the Post-AB 473 Era Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20789899 Friedman2026CaliforniaPublicRecordsTechnical173 Cognitive Security Paper A technical and legal reference to California public-records ecosystem, anchored by the CPRA recodified by AB 473. California Public Records Act open data CKAN Socrata ArcGIS cognitive security civic technology The reference compiles California's public-records ecosystem into a machine-readable artifact: 22 CPRA statute sections, 17 portals, 7 exemption clusters and an 8-dataset OpenJustice taxonomy. It notes that the AB 473 recodification made no substantive changes to disclosure rights but split the exemption list into independent code sections for readability. Top-line verdict is 'CERTIFY-WITH-RESIDUALS': four CPRA sections from the upstream research document were misattributed or unverifiable and deliberately omitted. A scaffolded citation-laundering example was rejected: § 7928.200 does not govern peace-officer records, so that mandate is pinned to Penal Code § 832.7. The package's generator methods are pure functions of the registries, so re-running them yields byte-identical output apart from a single provenance timestamp. Registry-first compilation of CPRA statutes, portals, exemptions and datasets — Held every cited section number, portal URL, schema field and dataset in Python registries under src/, with prose counts resolved from them at build time. Standard-library Python clients for California API surfaces — Wrote working clients for CKAN Action API, Socrata SoQL, ArcGIS GeoServices REST, CIMIS REST, OpenJustice CSV and LegiScan endpoints. Metadata-schema validators (DCAT, CKAN, Dublin Core, RIPA stop data) — Implemented schema validators that accept a mapping and return a report of missing fields and warnings. Offline no-mocks test suite with optional live endpoint checks — Validated registries, clients and schemas against a real local HTTP server, plus optional live checks against California open-data endpoints. Cross-vendor citation verification (leginfo, Justia, FindLaw) — Source-verified statute citations against leginfo and re-confirmed selected ones via Justia and FindLaw, removing those that could not be verified.","image_count":14},{"id":"work:Friedman2026CogSecSkillsMultiharnessAgenticSkills174","type":"work","title":"CogSecSkills: Multiharness Agentic Skills for Cognitive Security","url":"/works/Friedman2026CogSecSkillsMultiharnessAgenticSkills174.html","external_url":"https://doi.org/10.5281/zenodo.21513316","full_text_url":"/papers/2026_CogSecSkills/full_text.md","summary":"CogSecSkills is a defensive, harness-neutral agent-interface library that turns the human doctrine of cognitive security and analytic tradecraft into dependable, inspectable, agent-usable skills, distributed as an open r","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","cognitive security","agent skills","analytic tradecraft","structured analytic techniques","multiharness"],"content":"CogSecSkills: Multiharness Agentic Skills for Cognitive Security Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21513316 Friedman2026CogSecSkillsMultiharnessAgenticSkills174 Cognitive Security Paper CogSecSkills is a defensive, harness-neutral agent-interface library that turns the human doctrine of cognitive security and analytic tradecraft into dependable, inspectable, agent-usable skills, distributed as an open repository from github.com/docxology/CogSecSkills; the motivation is an information environment in which mis-, dis-, and malinformation are analytically distinct but operationally entangled, false content can diffuse rapidly at platform scale, and credible source evaluation increasingly demands explicit expert practice rather than page-bound reading alone, so that agents asked to weigh competing hypotheses, trace provenance, or critically review a claim need a repeatable procedure and a stable tool-use contract rather than improvisation. The live generated catalogue reports one hundred implemented skills across seven taxonomy groups — Structured Analytic Techniques, Cognitive Security, Critical Review and Assurance, OSINT and Source Integrity, Counterintelligence and Deception Detection, Information Environment and Influence Analysis, and Research and Synthesis Methods — and the library is organized as a Plan, Build, and Teach system in which a registry declares the catalogue, a definitions layer owns the substance and quality controls of each skill, a skills tree exposes the harness-facing build, and a vendored educational upstream named AGEINT explains why each technique exists and how to use it responsibly. The central design choice is to make the reusable skill contract smaller than any one agent interface yet stricter than a prompt collection: each skill is owned by a single canonical definition that declares triggers, inputs, outputs, per-skill reference metadata, group-aware quality controls, and a closed vocabulary of neutral tool verbs before any harness-specific adapter is considered, and that definition is rendered deterministically into a harness-neutral specification, a human-readable skill description, an executable workflow, and one adapter per configured harness whose default members are Claude, Codex, and Hermes, so that portability becomes a property the test suite proves rather than a hope, and installation is concrete rather than interpretive — clone the public repository, install or run the Python package, run validation, point the agent harness at a chosen skill, execute its workflow, and bind runtime tools through the named harness adapter, regenerating adapters from a configuration file for any non-default harness. The quality discipline is the core of the contribution: an automated audit checks that every skill's defensive boundaries, misuse redirects, evidence requirements, confidence rubrics, privacy and legal constraints, uncertainty handling, failure modes, and negative controls are not merely present but specific to that skill and not reused across the corpus, while an evidence ladder adds curated safe-use and unsafe-redirect scenarios with expected defensive response-shape contracts, reviewed expected answers, and one source-owned worked example per skill, and a generated quality dashboard, supplemental catalogue, metadata matrix, data exports, and a family of deterministic figures — taxonomy counts, the hundred-skill atlas, tool-verb coverage, AGEINT topic crosswalks, the Plan-Build-Teach flow, reference density, harness coverage, and a cover-page installation route — are all produced directly from the live registry and skill specifications so that every visual stays synchronized with the source tree. The evidence boundary is deliberately and explicitly repository-local and reproducible within the checked-out project state, following reproducible-computing, open-data stewardship, and software-citation norms for explicit workflows, version specificity, and citable artifacts; every claim is backed by source files, canonical definitions, generated supplements and figures, the generated dashboard, and project-local verification commands together with a focused test suite and a manuscript renderer, and the work positions CogSecSkills as a validated interface between reasoning, tool use, and defensive output discipline rather than as a claim that any particular model runtime behaves correctly in the field, so its figures, supplements, scenarios, worked examples, and dashboard should be read as synchronized views of the current library state and never as independent measurements of operational performance.\n\n---\nAssociated artifacts\nGitHub release: v1.0.0 (https://github.com/docxology/CogSecSkills/releases/tag/v1.0.0)\nDOI: https://doi.org/10.5281/zenodo.20804585\nZenodo: https://zenodo.org/records/20804585\nPDF SHA-256: 1a99a2e474b07d21593094b7a3b4fd923197904056189a53b206126506b1040d cognitive security agent skills analytic tradecraft structured analytic techniques multiharness The generated catalogue reports one hundred implemented skills across seven taxonomy groups, from Structured Analytic Techniques to Research and Synthesis Methods. The author describes a local quality gate, explicitly 'not a safety proof', that can show all 100 skills include group-aware defensive boundaries and skill-specific governance entries in the current repository state. The worked-example gate verifies exact 100-skill coverage; the examples are expected-answer shapes, not live model transcripts. The author states the evidence is local conformance only and does not establish operational effectiveness, adversary coverage, user outcomes, or superiority over other libraries. The deterministic gates do not show that a live runtime will select the same skill, use tools correctly, or answer well in the field. Plan/Build/Teach architecture: registry, definitions, skills tree, AGEINT — Separates a catalogue registry, canonical per-skill definitions, a harness-facing skills tree, and the AGEINT educational upstream. Harness-neutral skill contract over a closed set of eight tool verbs — Each skill may use only neutral verbs (read, search, write, exec, reason, web, delegate, ask), bound per harness through adapters. Deterministic rendering into Claude, Codex, and Hermes adapters — Renders each canonical definition into a spec, skill description, workflow, and one adapter per configured harness. Automated anti-boilerplate per-skill quality audit — Requires a skill-specific quality bundle and rejects generic or reused negative controls, rubrics, evidence and privacy entries. Evidence ladder: 28 scenario fixtures and per-skill worked examples — Checks curated safe and unsafe scenarios against the local router and verifies one reviewed worked example per skill.","image_count":8},{"id":"work:Friedman2026RealizingEmptinessOperationalSurrogates175","type":"work","title":"Realizing Emptiness: Operational Surrogates for No-Self-Evidence, QRF Opacification, and Bayesian Model Reduction","url":"/works/Friedman2026RealizingEmptinessOperationalSurrogates175.html","external_url":"https://doi.org/10.5281/zenodo.20834846","full_text_url":"/papers/2026_RealizingEmptiness/full_text.md","summary":"This project operationalizes the 2026 preprint \"There is no self-evidence: A physics of emptiness realisation\" as a source-anchored software artifact. Its central claim is that a finite agent can use a boundary for predi","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","active inference","Bayesian model reduction","quantum reference frames","emptiness","formal methods","pymdp"],"content":"Realizing Emptiness: Operational Surrogates for No-Self-Evidence, QRF Opacification, and Bayesian Model Reduction Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20834846 Friedman2026RealizingEmptinessOperationalSurrogates175 Computational Paper This project operationalizes the 2026 preprint \"There is no self-evidence: A physics of emptiness realisation\" as a source-anchored software artifact. Its central claim is that a finite agent can use a boundary for prediction while never obtaining evidence that the boundary is ontologically real, and the software separates three local artifact roles: formal sanity checks for source equations, positive-control-style finite mechanism checks, and discriminating tests that reject stronger readings when a control is perturbed. The formal layer maps the paper's quantum free-energy principle (qFEP) and quantum reference frame (QRF) equations into finite operational surrogates, bridging each paper equation to a specific software artifact. The computed artifacts are a suite of finite quantum-information and contextuality audits — spanning two-qubit separability and entanglement entropy, Bell and contextuality witnesses, thermodynamic and open-system dynamics, seeded quantum-trajectory sampling checked against exact solutions, and frame-covariance checks for the quantum reference frame relabelings — with explicit positive controls, negative controls, or boundary checks recorded where the corresponding artifact contract requires them. The software represents QRF deployments as policies over boundary-channel sectorisations, using the same finite bitstream under self/environment/contextual relabelings so that QRF labels can organize prediction, action selection, and transformation covariance while failing to become evidence for an ontological self/world boundary. Bayesian model reduction is implemented as a sweep over prior precision and metacognitive access, extended with a sensitivity grid over observation noise. The separation prior is pruned only when removing it lowers the model's free energy, and kept when its remaining contribution to accuracy still offsets its complexity cost. The active-inference layer uses the inferactively-pymdp library (Heins et al. 2022) with profile-specific likelihood, transition, preference, and prior arrays for the separation-constrained, opacified, and post-dual quantum reference frame deployments, then records posterior beliefs, policy posteriors, selected actions, expected-free-energy summaries, seeded stochastic ensembles with null controls and replay seeds, and confidence intervals, without treating those simulations as empirical subject data. Practice protocols, compassion-policy scope, criticality-style indicators, quantum-boundary dynamics, empirical adapters, and artifact-release readiness are therefore written as bounded model interfaces, simulated indicators, local private release-readiness records, or blocked evidence classes. A physical realization of the quantum free-energy principle, public independent reproduction, and any human practice efficacy, neural measurement, or clinical outcome remain blocked future evidence classes.\n\nAll manuscript and code source materials are available at https://github.com/docxology/realizing_emptiness active inference Bayesian model reduction quantum reference frames emptiness formal methods pymdp Within the finite ledger, the same bitstream supports different QRF partitions, so the partition organizes the model without being evidence for its ontology. All admissible deployments preserve normalized boundary probability mass, while the perturbation control fails. In the surrogate model, the separation prior is useful only through agency. In the finite surrogate, Bayesian model reduction tracks the separation prior's net value and prunes it at high metacognitive access, at the weakest credible precision. The author explicitly does not claim that the software proves emptiness, removes a self, or realizes a physical quantum free-energy principle. Six-channel boundary screen read under three QRF sector relabelings — One b0–b5 bitstream is partitioned into separation-constrained, opacified and post-dual sector labelings to model QRF deployments. Equation registry mapping source qFEP/QRF equations to software artifacts — Equations from Sandved-Smith et al. (2026) are mapped into a fourteen-row registry and instantiated as finite QRF and BMR surrogates. Bayesian model reduction sweep over prior precision and metacognitive access — BMR is swept over separation-prior precision and metacognitive access, with an added sensitivity grid over observation noise. pymdp active-inference simulations with profile-specific A, B, C, D arrays — Uses inferactively-pymdp to run each QRF profile as an explicit generative model, recording posteriors, policies and seeded ensembles with null controls. Finite quantum-information and contextuality audits with controls — Runs finite checks such as two-qubit separability, Bell and contextuality witnesses, open-system dynamics and seeded trajectories checked against exact solutions.","image_count":56},{"id":"work:Friedman2026LivingMetaAnalysisModafinil176","type":"work","title":"A Living Meta-Analysis of the Modafinil Literature","url":"/works/Friedman2026LivingMetaAnalysisModafinil176.html","external_url":"https://doi.org/10.5281/zenodo.20931964","full_text_url":"/papers/2026_LivingMetaAnalysis/full_text.md","summary":"Manual synthesis cannot keep pace with a fast-growing research literature, and ad-hoc\nreviews bind no evidence to a reproducible pipeline. We present a configurable,\nreproducible meta-analysis framework that takes a sing","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","modafinil","meta-analysis","literature retrieval","bibliometrics","record de-duplication","full-text mining","document embeddings","citation network"],"content":"A Living Meta-Analysis of the Modafinil Literature Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20931964 Friedman2026LivingMetaAnalysisModafinil176 Computational Paper Manual synthesis cannot keep pace with a fast-growing research literature, and ad-hoc\nreviews bind no evidence to a reproducible pipeline. We present a configurable,\nreproducible meta-analysis framework that takes a single search term and produces a\ncomplete quantitative portrait of its literature. For this instance the term is\nModafinil. The pipeline dispatches across 7 literature\nengines (arXiv, OpenAlex, Semantic Scholar, Crossref, PubMed, SovietRxiv, and ChinaRxiv), each degrading gracefully to a skipped source when an API\nkey or the network is unavailable, then merges and de-duplicates records by a canonical\nidentifier hierarchy (DOI $>$ arXiv ID $>$ Semantic Scholar ID $>$ OpenAlex ID $>$ title\ndigest) into a corpus of $N = 2302$ records spanning 2000--2026\n(26 years). Records are classified into a configurable 6-bucket\nsubfield taxonomy (Clinical Sleep, Cognition, Pharmacology, Psychiatry, Safety, and Neuroscience); the largest subfield is Clinical Sleep\n(64.3\\% of the classified corpus). The corpus grows at a compound annual\nrate of 3.45\\% (mean year-over-year growth 6.3\\%, doubling time\n11.3 years), peaking in 2025 with 112 records.\n\nNon-negative matrix factorization extracts 5 latent topics over a\n500-feature vocabulary, offline deterministic embeddings place every\ntitle, abstract, and (when available) full text in a shared vector space, and\ncitation-network analysis exposes the corpus's internal structure (8,772\nintra-corpus edges across 2204 nodes, 1377 communities,\ngraph density 0.18\\%). Of 38,802 total outgoing\nreferences, 22.6\\% resolve to another record inside the corpus.\nAbstract coverage stands at 55.5\\%, open-access status is known for\n14.4\\% of records, and 40.9\\% have a direct PDF link. An optional,\nLLM-gated knowledge-graph stage scores the 6 hypotheses explored against\nthe evidence. This run produced 18 publication-quality figures.\n\nEvery domain-specific value in this manuscript — the search term, keyword set, engine\nroster, subfield taxonomy, and hypotheses — is injected from a single configuration file\nand the pipeline's own outputs; re-targeting the configuration re-targets the entire\npaper. The result is a reusable architecture for living literature reviews:\ncontinuously re-runnable, evidence-bound syntheses for any topic.\n\nKeywords: modafinil, meta-analysis, literature retrieval, bibliometrics, record de-duplication, full-text mining, document embeddings, citation network, topic modeling, entity extraction, wakefulness, cognitive enhancement, reproducible research\n\n---\nAssociated artifacts\nGitHub release: v0.1.0 (https://github.com/docxology/template_literature_meta_analysis/releases/tag/v0.1.0)\nDOI: https://doi.org/10.5281/zenodo.20931964\nZenodo: https://zenodo.org/records/20931964\nPDF SHA-256: 412d4fcf4b0c2e14fb950f9080f107d81fd9a90dfdf216b9161a13833eff62ff modafinil meta-analysis literature retrieval bibliometrics record de-duplication full-text mining document embeddings citation network topic modeling entity extraction wakefulness cognitive enhancement reproducible research The live run retrieved and de-duplicated a corpus of 2302 modafinil records spanning 2000-2026. In the retrieved corpus (2000–2026), modafinil publications grow at a CAGR of 3.45%, doubling every 11.3 years, with a peak of 112 publications in 2025. Clinical Sleep is the largest subfield, at 64.3% of the classified corpus. The citation network has 2204 nodes, 8,772 edges and 1377 communities, with 22.6% of outgoing references resolving inside the retrieved corpus. The author notes the corpus is a bounded sample: a 1,000-per-engine cap applied and Semantic Scholar was rate-limited, returning zero records. Multi-engine literature retrieval across 7 engines with graceful degradation — Dispatches the 'modafinil' query to arXiv, OpenAlex, Semantic Scholar, Crossref, PubMed, SovietRxiv and ChinaRxiv; unavailable engines report skipped without aborting. Canonical-identifier de-duplication and keyword relevance filtering — Merges records by DOI > arXiv ID > Semantic Scholar ID > OpenAlex ID > title digest, keeping the most complete version, then filters by relevance keywords and start year 2000. Keyword-based 6-bucket subfield classification and growth metrics — Classifies records into Clinical Sleep, Cognition, Pharmacology, Psychiatry, Safety and Neuroscience and computes year counts, CAGR and doubling time. TF-IDF (500 features) + NMF topic model and TF-IDF/SVD embeddings — Builds a 500-feature TF-IDF representation of titles/abstracts, extracts 5 NMF topics, and embeds texts with offline deterministic TF-IDF/SVD. Intra-corpus citation network and config-driven token-injected manuscript — Builds a citation graph with community detection; all manuscript numbers are injected from a single config file and pipeline outputs with fixed seeds.","image_count":18},{"id":"work:Friedman2026RefinementGoldMetallurgicalAnalogy177","type":"work","title":"Refinement of Gold: A Metallurgical Analogy for Scientific Manuscript Composition","url":"/works/Friedman2026RefinementGoldMetallurgicalAnalogy177.html","external_url":"https://doi.org/10.5281/zenodo.20931955","full_text_url":"/papers/2026_RefinementGold/full_text.md","summary":"This paper presents a metallurgical analogy for scientific manuscript composition, mapping gold-refining stages onto the template infrastructure pipeline. The refinery processes manuscript ore through 5 stages — from raw","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","gold refining","manuscript composition","mega-madlib","token injection","scientific purity","assaying","karat grading"],"content":"Refinement of Gold: A Metallurgical Analogy for Scientific Manuscript Composition Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.20931955 Friedman2026RefinementGoldMetallurgicalAnalogy177 Computational Paper This paper presents a metallurgical analogy for scientific manuscript composition, mapping gold-refining stages onto the template infrastructure pipeline. The refinery processes manuscript ore through 5 stages — from raw draft (9K, ~37.5% purity) through smelting, assaying, and cupellation — to nine-nines certification (99.9999999%), the ultra-high-purity standard of electronics-grade gold.\n\nThe analogy is load-bearing, not merely rhetorical: each metallurgical stage corresponds to a real template-infrastructure operation. Smelting removes dross (filler, unsupported claims); assaying tests claims against evidence; cupellation resolves cross-references; certification validates the full pipeline. The mega-madlib token engine selects 8 domain tokens deterministically via seeded SHA-256 digest over category inventories, ensuring every prose element is traceable and reproducible.\n\nResults: The refinery achieves final purity of 99.9999999% (nine-nines) (24K (nine-nines certified)) with a total purity gain of 90.00% across all stages. Nine-nines certification: Yes. The purity progression is shown in , and the karat grading scale in .\n\nKeywords: gold refining, manuscript composition, mega-madlib, token injection, scientific purity, assaying, karat grading\n\n---\nAssociated artifacts\nGitHub release: v0.1.0 (https://github.com/docxology/template_gold_refinement/releases/tag/v0.1.0)\nDOI: https://doi.org/10.5281/zenodo.20931955\nZenodo: https://zenodo.org/records/20931955\nPDF SHA-256: 3643178951b267632e607606b6daaba21ea75d8f7590899948b5999d1854198b gold refining manuscript composition mega-madlib token injection scientific purity assaying karat grading The paper argues the analogy is load-bearing rather than only rhetorical, since each metallurgical stage corresponds to a real template-infrastructure operation. The exemplar pipeline reports a monotone purity sequence over 5 stages ending at the nine-nines certification stage. The token engine generated 8 tokens from seed 431 across 4 lexicon categories, each traceable in a provenance table. The paper explicitly does not claim empirical validation of manuscript quality metrics or generalizability of its purity fractions. Five-stage gold-refining analogy mapped to manuscript operations — Maps ore, smelting, assaying, cupellation, and certification onto manuscript template-infrastructure operations such as claim removal, evidence checks, and cross-reference resolution. Seeded SHA-256 mega-madlib token selection from a config-owned lexicon — Selects domain vocabulary tokens deterministically from lexicon categories declared in config.yaml so every prose token is traceable to its config key. Monotone-purity constraint enforced in code and tests — Stage purity values must strictly increase, enforced by assert_monotone_increase in src/refinery.py and covered by the test suite. Karat grading of stage purities via karat_for_purity() — Maps each stage's purity fraction to a standard gold fineness grade (9K to 24K and nine-nines) in src/purity.py. Deterministic seeded regeneration of all outputs — The pipeline regenerates figures, data, and reports from the same config and source code; the reported run used seed 431.","image_count":6},{"id":"work:Friedman2026AlphaCOGANTRecursiveCorporateSelf178","type":"work","title":"AlphaCOGANT: Recursive Corporate Self-Improvement as Active Inference","url":"/works/Friedman2026AlphaCOGANTRecursiveCorporateSelf178.html","external_url":"https://doi.org/10.5281/zenodo.20976824","full_text_url":"/papers/2026_AlphaCOGANT/full_text.md","summary":"The AlphaFund whitepaper reframes recursive self-improvement (RSI) as a portfolio\noptimization problem: a corporation recursively improves when realized economic\ngains finance the next cycle of better prediction and depl","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","active inference","expected free energy","recursive self-improvement","Generalized Notation Notation","economic world model","portfolio optimization","epistemic value","reproducible research"],"content":"AlphaCOGANT: Recursive Corporate Self-Improvement as Active Inference Friedman, Daniel Ari Tucker Cahill Chambers Daniel Ari Friedman Zenodo 10.5281/zenodo.20976824 Friedman2026AlphaCOGANTRecursiveCorporateSelf178 Computational Paper The AlphaFund whitepaper reframes recursive self-improvement (RSI) as a portfolio\noptimization problem: a corporation recursively improves when realized economic\ngains finance the next cycle of better prediction and deployment, and the firm's\nstanding is summarized by t-RSI, a standardized gap between alpha-creation and\nalpha-decay rates. AlphaCOGANT observes that this construction is, term for\nterm, an Active Inference agent — and makes the correspondence executable.\n\nWe render AlphaFund's Economic World Model (EWM) as a generative model written\nin Generalized Notation Notation (GNN), produced by the COGANT\ncodebase-to-GNN translation pattern. The firm's five capital channels —\nInvestments, Sensors, Actuators, Parameters, and R&D — become the hidden-state\nfactors of a partially-observed model; capital allocation becomes the control\nvector; and the portfolio optimizer's marginal-return objective becomes\nExpected Free Energy (EFE) minimization. The EFE decomposition supplies a\nprincipled reading of AlphaFund's own categories: its pragmatic value is\nexpected log-equity growth (the alpha-creation rate, read off the broker ledger),\nand its epistemic value is the information gain about the EWM that Sensors and\nR&D purchase (the data-scaling and forecast-sharpening laws). t-RSI is recovered\nas the standardized distance between the create-rate and decay-rate posteriors —\nthe thresholded EFE-improvement certificate that admits a self-improvement commit\nonly when creation confidently exceeds decay.\n\nWe give the technical and computational realization: a GNN model file for the\nfive-channel firm, a tested NumPy Active Inference engine that performs state\ninference, computes the epistemic/pragmatic EFE split and the marginal-return\nvector, and evaluates the t-RSI certificate. We argue that GNN-via-COGANT brings\ntwo things AlphaFund's program needs and Active Inference already enforces:\nfiltration integrity (the model may condition only on information available\nat decision time — the same \"no-peeking\" discipline that separates an EWM from a\nlanguage model) and auditable capital allocation (every admissible funding\nmove has a negative-EFE score under a single, legible objective). This is not\nfinancial advice; it is a demonstration that this reduced\nrecursive-corporate-self-improvement model has a direct Active Inference\nrepresentation supported by source-owning methods and artifact checks .\n\n---\nAssociated artifacts\nGitHub release: v1.0.1 (https://github.com/docxology/alphacogant/releases/tag/v1.0.1)\nDOI: https://doi.org/10.5281/zenodo.20976824\nZenodo: https://zenodo.org/records/20976824\nPDF SHA-256: 41efa7a8a98e6a67cece68377b8f0c5f19304e85c664ec9516353ee24eb0421f active inference expected free energy recursive self-improvement Generalized Notation Notation economic world model portfolio optimization epistemic value reproducible research The paper argues AlphaFund's recursive-self-improvement-as-portfolio-optimization has an Active Inference representation that is expressible in GNN and producible by the COGANT pattern. t-RSI is recovered as the standardized distance between create-rate and decay-rate posteriors, i.e. a thresholded EFE-improvement certificate gating self-improvement commits. At point-estimate level the comparator discriminates: create exceeds decay (admit) at the self-improving point and falls below it (reject) at the coasting point. Caveat: with bootstrapped uncertainty the reduced two-level model's headline t-RSI is negative (-13.2552) at the self-improving point, so it does not robustly certify net improvement. The authors state AlphaCOGANT is a modeling and integrity instrument, not a trading system or financial advice, and does not reproduce AlphaFund's proprietary surfaces or track record. Construct-by-construct AlphaFund-to-Active Inference dictionary — Mapped each AlphaFund whitepaper construct (corporation tuple, EWM, filtration, action vector, t-RSI, etc.) to an Active Inference object. GNN model file of the five-channel firm produced via the COGANT pattern — Wrote AlphaFund's Economic World Model as a Generalized Notation Notation file with channel factors, A/B matrices, log-preferences and an EFE objective, using COGANT's codebase-to-GNN step. Deterministic tested NumPy Active Inference engine (src/alphacogant/) — Implemented state inference over channels, the epistemic/pragmatic EFE split, the marginal-return vector, and t-RSI certificate evaluation. Engine-gated manuscript numbers and figure-provenance registry — Generated every cited numeric from one function and cross-checked it by test, and registered each figure with its producer script and hashed manifest. Bootstrap of create/decay posteriors with Dirichlet concentration sensitivity — Bootstrapped belief uncertainty to compute standardized t-RSI and reported its sensitivity to the Dirichlet concentration parameter alpha.","image_count":16},{"id":"work:Friedman2026MappingWilliamBlakeS179","type":"work","title":"Mapping William Blake's Works: Evidence ledgers, source provenance, text-image diagnostics, and rights-bounded release controls","url":"/works/Friedman2026MappingWilliamBlakeS179.html","external_url":"https://doi.org/10.5281/zenodo.21047573","full_text_url":"/papers/2026_MappingWilliamBlake/full_text.md","summary":"A reproducible, rights-bounded digital-humanities workflow that builds and audits a target-ledgered William Blake corpus (texts, images, metadata, analysis, visual summaries) and separates open-source code and project-au","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","William Blake","digital humanities","corpus acquisition","source provenance","rights-bounded release"],"content":"Mapping William Blake's Works: Evidence ledgers, source provenance, text-image diagnostics, and rights-bounded release controls Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21047573 Friedman2026MappingWilliamBlakeS179 Computational Paper A reproducible, rights-bounded digital-humanities workflow that builds and audits a target-ledgered William Blake corpus (texts, images, metadata, analysis, visual summaries) and separates open-source code and project-authored aggregate analytics from provider-supplied source materials. This record contains the working-paper PDF (rights-safe: Blake Archive image mosaics omitted) and the open-source software release bundle. The MIT license covers project code and project-authored outputs only; provider-supplied Blake Archive TEI, transcriptions, images, and fallback source texts are excluded and remain under their source-provider terms. William Blake digital humanities corpus acquisition source provenance rights-bounded release The saved run represents 102 of 104 ledger targets (98.1%) but fully meets the required text/image evidence profile for only 90 (86.5%); 12 are partial and 2 missing. The text-bearing subset contains 156 works and 216878 words, and joint text-image diagnostics are available for 33 works. The ontology module produced a work-theme graph of 356 nodes and 297 edges, including 16 theme nodes. The local analysis ledger reports all 340 works analyzed with 0 recorded analysis errors. The author frames the contribution as an auditable corpus-governance method, not a completed or exhaustive analysis of Blake's works. 7-phase DAG pipeline (blake) from discovery to reports — The corpus is built by a directed pipeline of discovery, acquisition, metadata, analysis, visualizations, export, and reports, whose JSON artifacts also populate the manuscript. Versioned canonical target ledger of 104 work-level Blake targets — A ledger derived from Blake bibliographies, editions, Archive identifiers, and visual catalogues serves as the denominator for coverage claims. Tiered source registry with the William Blake Archive as primary authority — The registry holds the Blake Archive, Project Gutenberg, and Internet Archive, with the Archive given priority when sources disagree and others used as fallback or corroboration. Descriptive text metrics: tokenization, type-token ratio, lexical sentiment — Each text-bearing work is tokenized to compute word counts, sentiment, vocabulary richness, and themes, treated as descriptors rather than literary judgments. TF-IDF vectors with deterministic PCA/LSA projection over 162 works — A 120-term TF-IDF vocabulary is built across text-bearing works and projected onto PCA/LSA axes as a reading instrument over local evidence.","image_count":19},{"id":"work:Friedman2026SortitionUpstreamNTQR180","type":"work","title":"Sortition Upstream of NTQR","url":"/works/Friedman2026SortitionUpstreamNTQR180.html","external_url":"https://doi.org/10.5281/zenodo.21083779","full_text_url":"/papers/2026_SortitionUpstreamNTQR/full_text.md","summary":"How should you choose the judges, jurors, or reviewers who form a panel — and does\nthat upstream choice change how well you can evaluate them without an answer key?\nA panel can be selected many ways — by competence, by a","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","sortition","NTQR","unlabeled evaluation","expert panels","peer review","error independence","statistical power","panel formation"],"content":"Sortition Upstream of NTQR Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21083779 Friedman2026SortitionUpstreamNTQR180 Computational Paper How should you choose the judges, jurors, or reviewers who form a panel — and does\nthat upstream choice change how well you can evaluate them without an answer key?\nA panel can be selected many ways — by competence, by a representative lottery\n(sortition), by ideological bloc, or at random — and, separately, its noisy\njudgments can be evaluated blind: given the agreement/disagreement pattern among\nthree binary judges, the ntqr package's error-independent (EIE) evaluator returns\nlogically consistent estimates of item prevalence and per-judge accuracy with no\nlabels at all. But that evaluator takes the panel as given. We join the two\nquestions and ask whether the rule that forms the panel changes the\noracle-referenced error of the no-answer-key evaluation — how far the blind estimate\nlands from the answer-key result, lower being better.\n\nOn a fully deterministic instrument (96 seeds, 96 experts,\n300 items), the dominant lever is which rule forms the panel, not its size:\ncompetence-first selection recovers best (0.037), while\nrepresentative, single-bloc, and random selection collapse together — by\nconstruction, because with independent judge errors composition cannot move an\nestimator that only sees agreement. Supplying the missing channel — same-group judges\nsharing a latent, marginal-accuracy-preserving error confound — makes the strategies\nfan out monotonically as within-bloc coupling rises: representative sortition stays\nflat while single-bloc selection degrades, the gap widening from 0.000 to\n0.112. Within this instrument the relationship is closed-form: recovery\nerror tracks the panel's Herfindahl concentration index over the axis a shared\nerror rides on — minimized exactly by a balanced (representative) draw, maximized by a\nsingle bloc — and a continuous representativeness dial confirms error rises\nmonotonically with it.\n\nThe protection is conditional: re-keying the confound to an axis the lottery does\nnot balance erases the protection (0.147→0.229). The\nlesson for selecting and evaluating panels is thus a falsifiable, simulation-bounded\nprediction, not a preference for any one rule — representativeness protects blind\nrecovery precisely when the panel balances the attribute a shared error rides on.\nEvidence is synthetic and oracle-scored; in a single small live model\n(gemma3:4b) the synthetically-best competence-first rule was the worst,\nillustrating that a selection rule validated on parameterized judges need not carry\nover to prompted ones — a hypothesis to test, not an established caution. All methods\nand documentation are openly available at the public repository\ndocxology/ntqr_allotment.\n\n---\nAssociated artifacts\nGitHub release: v0.1.0 (https://github.com/docxology/ntqr_allotment/releases/tag/v0.1.0)\nDOI: https://doi.org/10.5281/zenodo.21083779\nZenodo: https://zenodo.org/records/21083779\nPDF SHA-256: 73289489d2d123f198ccee83adac10e61a752805d908970030c2d5ac009061e4 sortition NTQR unlabeled evaluation expert panels peer review error independence statistical power panel formation synthetic evaluation LLM reviewers Formation rule, not panel size, was the dominant lever: competence-first selection had the lowest recovery error (0.037), while the other three strategies clustered around 0.147-0.148. With a composition-coupled error confound, single-bloc error exceeded representative error in 180/205 matched regimes, the gap widening from 0.000 to 0.112 as coupling rose. Recovery error tracks the panel's Herfindahl concentration over the axis the shared error rides on; re-keying the confound to an unbalanced axis erased the protection (0.147 to 0.229). Increasing panel size from three to six seats produced at most tiny increases in error (largest +0.015), so size was essentially neutral. H5 was rejected: with the live gemma3:4b panel, the synthetically best expertise-threshold rule was the worst (0.347), which the author frames as a hypothesis to test beyond one model. Seeded synthetic panel instrument scored against a known oracle — Generates synthetic expert populations and corpora, forms panels, runs the ntqr evaluator without labels, and scores its estimate against the supervised oracle. Four panel-formation strategies compared — Compares representative sortition, uniform random selection, single-bloc ideological selection, and competence-first expertise thresholding. ntqr error-independent (EIE) evaluator over judge trios — Uses the ntqr package's exact three-judge EIE solver for no-answer-key evaluation, treating larger panels as ensembles of trios; recovery error is an L1-style distance to the oracle. Gaussian-copula composition-coupled error confound — Injects shared latent shocks among same-group judges via a Gaussian copula on probit-thresholded competence, preserving marginal accuracy while tuning cross-judge error correlation. Live gemma3:4b reviewer-panel companion and five pre-stated hypotheses — Tests transfer (H5) with one local Ollama gemma3:4b model prompted as postdoctoral reviewers on fictitious applications; H1-H4 tested on the synthetic track.","image_count":21},{"id":"work:Friedman2026ExploratoryDataAnalysisReproducible181","type":"work","title":"Exploratory Data Analysis: A Reproducible Notebook Template","url":"/works/Friedman2026ExploratoryDataAnalysisReproducible181.html","external_url":"https://doi.org/10.5281/zenodo.21086292","full_text_url":"/papers/2026_ExploratoryDataAnalysis/full_text.md","summary":"Exploratory data analysis (EDA) is the most common entry point in applied\nresearch, yet it is also where reproducibility most often breaks down: logic\naccumulates in notebook cells that are never tested and quietly drift","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","exploratory data analysis","computational notebook","reproducible research","pandas","data cleaning","correlation analysis"],"content":"Exploratory Data Analysis: A Reproducible Notebook Template Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21086292 Friedman2026ExploratoryDataAnalysisReproducible181 Computational Paper Exploratory data analysis (EDA) is the most common entry point in applied\nresearch, yet it is also where reproducibility most often breaks down: logic\naccumulates in notebook cells that are never tested and quietly drift from the\nprose describing them. This paper presents the computational-notebook\nexemplar of the Research Project Template (https://github.com/docxology/template):\nan interactive walkthrough notebook\n(projects/templates/template_eda_notebook/notebooks/eda_walkthrough.ipynb)\nthat imports a small, fully-tested EDA library rather than carrying logic in its\ncells.\n\nWe ship a deterministic dataset (data/measurements.csv) with a designed\ncorrelation structure and a handful of missing values, then load, clean,\nsummarize, correlate, and visualize it entirely through tested functions in\nsrc/eda/. The library is side-effect-free — no plotting and no file I/O — and\nstandalone (numpy and pandas only), so it is covered above the 90% project gate\nand reused identically from the notebook, the thin analysis script\n(scripts/eda_analysis.py), and this manuscript.\n\nContributions are methodological and architectural. On the methods side,\nwe walk the canonical first EDA pass: surface missingness explicitly rather than\nimputing it, compute per-column descriptive statistics and per-group means, and\nrank features by Pearson correlation. On the architecture side, we demonstrate\nthe notebook-to-tested-source extraction workflow — explore fast in a cell, and\nthe moment a computation matters, move it into the library behind a failing\ntest — verified by a zero-mock suite and a structural notebook-binding check\n().\n\n---\nAssociated artifacts\nGitHub release: v1.0.0 (https://github.com/docxology/template_eda_notebook/releases/tag/v1.0.0)\nDOI: https://doi.org/10.5281/zenodo.21086292\nZenodo: https://zenodo.org/records/21086292\nPDF SHA-256: 0b10852bda89361cd71063867b55d9aed942881476867813facd549a961b0c1d exploratory data analysis computational notebook reproducible research pandas data cleaning correlation analysis With the shipped data, four rows with missing values are removed, leaving a complete-case dataset. The correlation ranking recovers the designed strong positive height–weight relationship, with resting heart rate only weakly related. All tests pass with coverage above the 90% project gate and no mocks. The paper states its contribution is procedural: the same tested functions back the notebook, the headless script and the manuscript. Stated limitations: a single small synthetic cohort, listwise deletion only, Pearson correlation only, and static outputs only. Synthetic 120-record measurement cohort with a fixed seed — Analyzes a shipped deterministic CSV of height, weight and resting heart rate across three groups, with designed correlations and a few blank cells. Listwise deletion with a reported CleaningReport, no imputation — clean_dataset() drops rows missing any numeric feature and records rows in, remaining and dropped, rather than imputing. Descriptive statistics, group means and Pearson correlation ranking — Computes per-column summaries and per-group means, then ranks distinct feature pairs by absolute Pearson correlation via strongest_pairs(). Side-effect-free src/eda library with figure-data preparers — Library functions return plot-ready frozen dataclasses (histogram bins, heatmap grid, category counts); only the thin script and notebook call matplotlib. Zero-mock pytest suite, notebook-binding check and >=90% coverage gate — Tests exercise real data with exact expected statistics, parse the .ipynb to check imports and absence of cell-defined logic, and enforce coverage.","image_count":3},{"id":"work:Friedman2026DomainLanguageSpecifyingControlled182","type":"work","title":"A Domain Language for Specifying Controlled Methods","url":"/works/Friedman2026DomainLanguageSpecifyingControlled182.html","external_url":"https://doi.org/10.5281/zenodo.21086548","full_text_url":"/papers/2026_DomainLanguageSpecifying/full_text.md","summary":"This paper describes a small, tested domain language for specifying\ncontrolled methods — the methods-paper exemplar of the\nResearch Project Template (https://github.com/docxology/template). Unlike a\nresults paper, this m","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","methods paper","domain-specific language","controlled methods","deterministic compilation","staged validation","dimensional analysis"],"content":"A Domain Language for Specifying Controlled Methods Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21086548 Friedman2026DomainLanguageSpecifyingControlled182 Computational Paper This paper describes a small, tested domain language for specifying\ncontrolled methods — the methods-paper exemplar of the\nResearch Project Template (https://github.com/docxology/template). Unlike a\nresults paper, this manuscript's subject is the methodology itself: a\ncontrolled vocabulary, a unit system with dimensional safety, four staged\nvalidation gates, and a deterministic compiler, implemented in\nprojects/templates/template_methods_paper/src/methods_dsl/ and described\nsection by section in . The domain language's vocabulary is\ninformed by BPL (Biology Programming Language,\n), an upstream reference that encodes laboratory protocols as\nprograms with biology-native types, staged validation, and deterministic\ncompilation; this exemplar generalizes BPL's intent vocabulary and pipeline\nshape from wet-lab protocols to any controlled procedure.\n\nA Method is a name, a set of typed parameters and resources, and an\nordered, dependent set of steps — constructed directly as frozen Python\ndataclasses (src/methods_dsl/model.py) rather than parsed from new text\nsyntax. Every Quantity carries a unit that resolves to one of\n18 controlled units across six dimensions, and every step\nnames one of 9 controlled-vocabulary intents\n(src/methods_dsl/vocabulary.py), executable on one of 3\nbackends. 4 staged gates — structural, semantic, plan, and\ntarget — validate a method before compile_method\n(src/methods_dsl/compiler.py) deterministically schedules it with Kahn's\nalgorithm and hashes the canonical plan with SHA-256.\n\nWe demonstrate the language on 2 worked example\nmethods spanning both domains BPL's design targets and the domains it\ngeneralizes to: a manual wet-lab preparation\n(PBSPreparation, 5 steps, target human,\nplan hash 313b9b17de98) and an automated instrument-calibration\nprocedure (SensorCalibrationSweep, 4 steps,\ntarget automated, plan hash d89cced19be6).\nLive re-compilation determinism check: Yes. Across both\nmethods, 8 of 8 staged-gate\nevaluations pass. A demonstration provenance hash-chain\n(src/methods_dsl/trust.py) of length 3 verifies as\nYes.\n\nContributions are methodological and architectural. On the methods\nside, we show that a controlled vocabulary expressed as typed dataclasses —\nnot a parsed grammar — is sufficient to reproduce BPL's core safety\nproperties (dimensional safety, staged validation, deterministic\ncompilation) at a scope appropriate for a template exemplar. On the\narchitecture side, the DSL is covered above the 90% project gate by a\nzero-mock test suite, generates 13 artifacts\n(1 figures, 6 data files,\n6 reports) per pipeline run, and injects reproducibility\nmetadata (configuration hash 23b5981d45bdc598, build timestamp\n2026-06-30T23:02:10Z) into .\n\nKeywords: methods paper, domain-specific language, controlled methods, deterministic compilation, staged validation, dimensional analysis\n\n---\nAssociated artifacts\nGitHub release: v1.0.0 (https://github.com/docxology/template_methods_paper/releases/tag/v1.0.0)\nDOI: https://doi.org/10.5281/zenodo.21086548\nZenodo: https://zenodo.org/records/21086548\nPDF SHA-256: ecd8519fc2a9a674bd8a4cf89f96122af76529c913e32bf880a7c842da08771a methods paper domain-specific language controlled methods deterministic compilation staged validation dimensional analysis Across the two worked examples, which were built to pass, the analysis script recorded 8 of 8 staged-gate evaluations passing (2 methods x 4 gates). Live recompilation of each example method produced identical plan hashes, and a 3-record demonstration provenance hash-chain verified. The author concludes that a controlled vocabulary expressed as typed, validated dataclasses rather than a parsed grammar suffices to reproduce BPL's core safety properties at template-exemplar scope. Stable scheduling depends on the explicit tie-break: Kahn's algorithm alone does not guarantee a reproducible plan hash. The calibration example reused every step kind and target of the wet-lab example, with nothing added to support the second domain. Controlled vocabulary of 9 step intents and 3 execution targets — Steps name one of nine intents (TRANSFER, ADD, MIX, etc.) and run on HUMAN, AUTOMATED or SIMULATION targets, generalizing BPL's protocol verbs. Dimensional-safety unit system (Quantity/Dimension) — Each quantity resolves to a controlled unit table and combining quantities of different dimensions raises an error at construction rather than at the bench. Four staged validation gates with short-circuit — Structural, semantic, plan (acyclicity) and target-compatibility gates run in fixed order, returning early if the first two fail. Deterministic compilation via Kahn's algorithm and SHA-256 plan hash — Validated steps are topologically scheduled with an explicit ascending step_id tie-break and the canonical JSON plan is hashed with SHA-256. Two worked example methods and zero-mock test suite — Demonstrates the DSL on a wet-lab PBS preparation and an automated sensor-calibration sweep, tested without mocks under a 90% coverage gate.","image_count":1},{"id":"work:Friedman2026EntomologicalLawFieldMap183","type":"work","title":"Entomological Law: A Field Map of Insects as Evidence, Threat, Property, Product, Patient, and Weapon","url":"/works/Friedman2026EntomologicalLawFieldMap183.html","external_url":"https://doi.org/10.5281/zenodo.21137276","full_text_url":"/papers/2026_EntomologicalLaw/full_text.md","summary":"There is no statute, treatise, or law-school casebook titled \"Entomological Law.\" The phrase names a synthetic field — the convergence zone where the six-legged world repeatedly forces the legal system to answer question","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","entomological law","legal entomology","forensic entomology","endangered species","invasive species","insect welfare","gene drive","biological weapons convention"],"content":"Entomological Law: A Field Map of Insects as Evidence, Threat, Property, Product, Patient, and Weapon Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21137276 Friedman2026EntomologicalLawFieldMap183 Computational Paper There is no statute, treatise, or law-school casebook titled \"Entomological Law.\" The phrase names a synthetic field — the convergence zone where the six-legged world repeatedly forces the legal system to answer questions it was not designed for: Can a fly testify? Who owns a swarm? Is a bumblebee a fish? Can you patent a mosquito? May a court excommunicate a weevil? Does a cricket suffer? May insects be used in war? This reference compiles that field as a machine-readable and reproducible artifact organized around the legal role an insect occupies in a given dispute. It encodes 8 legal roles — witness, regulated threat, protected subject, property, invention, defendant, moral patient, and weapon — and binds to them 18 landmark decisions, 43 statutes and treaties across 9 categories and 10 jurisdictions, 24 insect taxa, 13 certifying and regulatory institutions, 44 historical milestones spanning 3676 years, and 5 cross-domain themes that knit the roles together. Every count in this prose is generated from the source registries under src/, legal propositions are source-bound in the bibliography, every externally-sourced statistic written as a numeral is bound to a verification record in the claim ledger, and every figure caption is emitted from a source-owned caption registry. The result is both a map of a genuinely transdisciplinary field and a reproducibility contract: the same version-controlled inputs regenerate the inventories, validation report, analytical figures, manuscript variables, and paper while preserving explicit caveats about registry scope, jurisdictional reach, and the boundary between what the offline gates prove and what only a live source check can confirm. --- Associated artifacts GitHub release: Entomological Law (v1.0.0) (https://github.com/docxology/EntoLaw/releases/tag/v1.0.0) DOI: https://doi.org/10.5281/zenodo.21137276 Zenodo: https://zenodo.org/records/21137276 PDF SHA-256: 5a1891704c285491c97297dea66e9a4ea019b2dabddcc28cb5aeb18d6a335225 entomological law legal entomology forensic entomology endangered species invasive species insect welfare gene drive biological weapons convention reproducible legal scholarship Alongside its roles, cases and statutes, the registries encode 24 insect taxa, 13 institutions, 44 historical milestones spanning 3676 years, and 5 cross-domain themes. The roles are linked by recurring themes; the role-coverage matrix shows some roles are case-driven, some statute-driven, and defendant and weapon roles almost entirely history-driven. The author argues the common frontier is institutional translation: insect facts enter law only through admissibility, quarantine, listing, authorization and moral-status filters. Identified frontiers include insect sentience in welfare law, thin deployment-specific gene-drive governance, and forensic-entomology standardization. The stated contribution is a registry-first, claim-sourced substrate rather than a new doctrine. Organizing the field by eight legal roles an insect occupies — Structures the synthesis around the insect's legal status in a dispute: witness, regulated threat, protected subject, property, invention, defendant, moral patient, weapon. Seven Python source-of-truth registries under src/ — All domain content (roles, cases, statutes, species, institutions, timeline, interconnections) lives in registries from which prose, figures and reports are regenerated. Build-time token closure for every count in the prose — Magnitude-bearing numbers are generated tokens; a closure test fails the build if a hand-typed count drifts from its registry. Claim ledger with offline and live verification oracles — External statistics and status claims are logged with source URL, verbatim quote and as-of date; an offline oracle checks attribution and a live oracle re-fetches sources.","image_count":16},{"id":"work:Friedman2026ShapeBetweenFullPage184","type":"work","title":"The Shape Between: A Full-Page Illustrated Storybook Template","url":"/works/Friedman2026ShapeBetweenFullPage184.html","external_url":"https://doi.org/10.5281/zenodo.21176000","full_text_url":"/papers/2026_ShapeBetween/full_text.md","summary":"template_storybook demonstrates a public, standalone picture-book workflow in\nthe research template repository. The bundled project renders a deterministic\nfourteen-page storybook subtitled A geometric fable of belonging","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","storybook","illustration","procedural graphics","reportlab","reproducible publishing"],"content":"The Shape Between: A Full-Page Illustrated Storybook Template Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21176000 Friedman2026ShapeBetweenFullPage184 Computational Paper template_storybook demonstrates a public, standalone picture-book workflow in\nthe research template repository. The bundled project renders a deterministic\nfourteen-page storybook subtitled A geometric fable of belonging, bracing, and\nreciprocal form: a clear cover, a publication-and-acknowledgements page, and\ntwelve story pages in which a child tetrahedron raised by cubes meets a child\ncube raised by tetrahedra. The story uses a large reciprocal symbol, a\ntetrahedron-inside-cube stability spread, a shadow-projection lesson, a\ntensegrity lantern, and a vector garden to frame belonging without sameness:\nsquare and triangle families remain distinct while the space between them\nbecomes navigable.\n\nThe project separates story data, rendering logic, and orchestration. Story\ntext, characters, page order, palettes, and overlay choices live in\ncontent/story.yaml; character generation and illustration live in\nsrc/storybook/; one script renders the cover, each page script renders a\nnumbered page, and a final script assembles the PDF. This makes the exemplar a\nforkable pattern for full-page creative artifacts rather than standard\nmanuscript-centered figure generation.\n\n---\nAssociated artifacts\nGitHub release: The Shape Between v0.1.0 (https://github.com/docxology/template_storybook/releases/tag/v0.1.0)\nDOI: https://doi.org/10.5281/zenodo.21176001\nZenodo: https://zenodo.org/records/21176001\nPDF SHA-256: 7fb0ed775db212cd9f4b5b578bef8900c9f925bc0c5cc047331eb6900679eeda storybook illustration procedural graphics reportlab reproducible publishing Storybook PDF generated from a public research-template repository — The illustrated storybook is presented as a template exemplar produced by a research-template repository, with story and images labeled as illustrative fiction. Geometric fable drawing on Fuller's Synergetics (tetrahedron in cube) — The narrative uses geometric motifs (a tetrahedron bracing a cube, tensegrity lantern, vector garden) acknowledged as drawn from Fuller's Synergetics.","image_count":14},{"id":"work:Friedman2026AutopoieticProjectGeneration185","type":"work","title":"Autopoietic Project Generation","url":"/works/Friedman2026AutopoieticProjectGeneration185.html","external_url":"https://doi.org/10.5281/zenodo.21227869","full_text_url":"/papers/2026_AutopoieticProjectGeneration/full_text.md","summary":"template_autopoiesis is a combinatoric grammar that deterministically generates\nwhole runnable projects — not files or snippets, but complete, independently\ntestable child repositories with their own kernel source, tests","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","autopoiesis","combinatoric grammar","deterministic generation","project synthesis","reproducible research","infrastructure automation"],"content":"Autopoietic Project Generation Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21227869 Friedman2026AutopoieticProjectGeneration185 Computational Paper template_autopoiesis is a combinatoric grammar that deterministically generates\nwhole runnable projects — not files or snippets, but complete, independently\ntestable child repositories with their own kernel source, tests, analysis\nentry point, and manuscript. A single integer seed plus a grammar of orthogonal\nslots (primitive domain, analytical track, section set, and three\npresentation/provenance slots) selects one child from a combinatoric product\nspace of 360 nominal (45 content-distinct)\nconfigurations, via a SHA-256 digest of the seed and slot identity — with no\nrandom-number generator anywhere in the expansion path.\n\nProject generators routinely claim completeness, determinism, and\ntraceability without making any of the three independently checkable. This\nexemplar treats each claim as a structural property to verify rather than a\nrhetorical one to assert: verify_child() recomputes a tree hash from the\nfiles actually on disk and compares it against the recorded provenance,\nrather than trusting a value the same run wrote down; a honesty manifest\ninspects the live source AST to confirm every claim in this manuscript\nresolves to a real function in a real file; and a per-domain mutation gate\nchecks that the acceptance tests reject a constant-success stub before\ntrusting that they accept the real kernel. The same discipline governs this\ndocument itself — every number below is substituted at render time from a\nlive measurement rather than hand-typed as a literal.\n\nAcross 5 heterogeneous primitive domains\n(- optimization\n- dynamics\n- statistics\n- signal\n- graph), 493 tests exercise both fixed ground-truth\nchecks and Hypothesis-driven property invariants at 96.28% branch\ncoverage, with an explicit negative control per domain distinguishing the\nreal kernel from a deliberately-wrong one.\n\nGeneration pipeline\n\nGrammar product space\n\n- Domain count: 5\n- Effective product size: 45\n- Total product size: 360\n- Reserved slots: 3 (figure_profile, qr_profile, integrity_profile)\n- Grammar hash: f84a8f9dbcb18e37\n- Tests: 493 · Coverage: 96.28%\n\n---\nAssociated artifacts\nGitHub release: Autopoietic Project Generation (v1.0.1) — improved abstract (https://github.com/docxology/template/releases/tag/v1.0.1)\nDOI: https://doi.org/10.5281/zenodo.21227869\nZenodo: https://zenodo.org/records/21227869\nPDF SHA-256: 84145371f10c7ee97a75c53d78917d247fd6bd987d2c1764ee437b6fbdef8f51 autopoiesis combinatoric grammar deterministic generation project synthesis reproducible research infrastructure automation The grammar's nominal product space is 360 cells but only 45 are effective once the 3 presentation/sealing reserved slots are excluded; both are reported. The paper aims to make completeness, determinism and traceability of generated projects structurally verifiable by re-running code rather than asserting them in prose. On the example input, iterative gradient descent and the closed-form minimiser agree to within 1e-4. The reported build has 493 tests at 96.28% coverage, with values injected from a live measurement at render time. A stated limitation: reserved slots do not yet affect materialization, so distinct seeds can yield different spec hashes but byte-identical children. Combinatoric slot grammar in config.yaml with SHA-256 grammar hash — A grammar of orthogonal slots and options is parsed and validated by parse_grammar(); its canonical JSON is hashed to fingerprint the grammar. Five-stage pure-function spine: load, expand, materialize, verify, seal — Child projects are generated by five pure-function stages in separate modules, with no interactive state or network access. Entropy-free seeded slot selection via SHA-256 digest modulo option count — Each slot choice is derived from a digest of seed, slot name, ordinal and options, with no RNG calls in the expansion path. Tree-hash provenance re-computed from disk by verify_child() — materialize() records a tree hash of sorted (path, content_hash) pairs; verify_child() re-reads files and recomputes it rather than trusting the record. Primitive kernels with analytic checks and a mutation meta-gate — Kernels are checked against analytic outputs; a mutation meta-gate (test_meta_teeth.py) asserts per domain that a constant-success stub fails and the real implementation passes.","image_count":5},{"id":"work:Friedman2026TemplatePitchDeckReproducible186","type":"work","title":"template_pitch_deck: Reproducible, Validated Pitch-Deck Generation","url":"/works/Friedman2026TemplatePitchDeckReproducible186.html","external_url":"https://doi.org/10.5281/zenodo.21281509","full_text_url":"/papers/2026_TemplatePitchDeck/full_text.md","summary":"Research groups routinely need to pitch their work — to funders, partners, or\ncollaborators — yet pitch decks are almost never treated as reproducible\nresearch artifacts: they are hand-assembled in proprietary slide tool","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","pitch deck","slide generation","reproducible research communication","meta-science infrastructure","science integrity","token validation","PPTX","PDF rendering"],"content":"template_pitch_deck: Reproducible, Validated Pitch-Deck Generation Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21281509 Friedman2026TemplatePitchDeckReproducible186 Computational Paper Research groups routinely need to pitch their work — to funders, partners, or\ncollaborators — yet pitch decks are almost never treated as reproducible\nresearch artifacts: they are hand-assembled in proprietary slide tools,\ncontain unverifiable claims, and cannot be regenerated when the underlying\nfacts change. template_pitch_deck closes that gap. It generates six\nartifacts from one token-resolved content source — short, medium, and long\ndecks, each in both PDF and PPTX — with every numeric claim traced back to a\nlive introspection of the repository it describes, every {{TOKEN}}\nsubstitution verified to have actually landed, and every sentence checked\nagainst a denylist of pitch-deck clichés.\n\nThe flagship content pitches template_template (../../template_template/), this\nmonorepo's own autopoietic meta-project, to a meta-science and\nscience-integrity audience — the kind of pitch an organization like the\nActive Inference Institute or COGSEC would actually hand to a funder. The\nrendering engine itself is new, reusable infrastructure:\ninfrastructure/rendering/slide_deck.py (ReportLab, PDF) and\ninfrastructure/rendering/pptx_deck.py (python-pptx) both consume the same\nDeckContent model, so a PDF and a PPTX built from identical content carry\nidentical slide counts and identical text — verified by direct read-back of\nboth file formats, not by inspection.\n\nKeywords: pitch deck, slide generation, reproducible research\ncommunication, meta-science infrastructure, token validation, PPTX, PDF\nrendering.\n\n---\nAssociated artifacts\nGitHub release: v1.0.0 (https://github.com/docxology/template-pitch-deck/releases/tag/v1.0.0)\nDOI: https://doi.org/10.5281/zenodo.21281509\nZenodo: https://zenodo.org/records/21281509\nPDF SHA-256: 66941950e2307d1e9717c0045f3db3196d7d2542c3f5ffceced00438f653c55b pitch deck slide generation reproducible research communication meta-science infrastructure science integrity token validation PPTX PDF rendering The tool generates six artifacts (short, medium and long decks, each as PDF and PPTX) from one token-resolved content source. PDF and PPTX decks built from identical content carry identical slide counts and text, verified by reading back both file formats rather than by inspection. Rendering is deterministic: given the same repository state, two consecutive runs produce byte-identical PDF and PPTX output, with generation time kept only in deck metadata. No LLM/Ollama stage is required, since deck content is authored and token-resolved rather than model-generated at render time, keeping artifacts deterministic. The flagship deck pitches template_template to a meta-science and science-integrity audience using problem, solution, proof (currently measured facts) and ask arc. Shared format-agnostic DeckContent/Slide content model with slide budgets — Defines Slide, DeckContent and SlideBudget (short <=10, medium <=22, long <=45 slides) consumed by both renderers, with a pure function truncating decks to a budget. Dual PDF (ReportLab) and PPTX (python-pptx) renderers with a parity test — Renders the same resolved content via ReportLab canvas onto 16:9 pages and via python-pptx, with a test asserting PDF page count equals PPTX slide count. {{TOKEN}} resolution against deck_tokens.yaml with fail-loud checks — Resolves {{TOKEN}} placeholders from a token file of facts read live from the pitched project, raising on any unresolved token and checking output for leftover braces. Word-boundary cliché denylist lint over every resolved slide — Runs a denylist of pitch-deck stock phrases (e.g. synergy, disrupt, 10x) across all slides at all three lengths before rendering, as part of an audit script. Negative-control fixtures proving validation gates fire — Uses deliberately broken token and cliché-laden fixtures to show each audit failure mode triggers before trusting that the real content passes."},{"id":"work:Friedman2026ReproducibleLiteratureSynthesisInfrastructure187","type":"work","title":"Reproducible Literature Synthesis with infrastructure/search and infrastructure/reference","url":"/works/Friedman2026ReproducibleLiteratureSynthesisInfrastructure187.html","external_url":"https://doi.org/10.5281/zenodo.21298894","full_text_url":"/papers/2026_ReproducibleLiteratureSynthesis/full_text.md","summary":"This paper documents template_search_project, the literature-search exemplar shipped with the Research Project Template (https://github.com/docxology/template). The project demonstrates two configurable, reproducible pip","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","literature search","automated reference management","BibTeX","reproducible research","local LLM synthesis"],"content":"Reproducible Literature Synthesis with infrastructure/search and infrastructure/reference Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21298894 Friedman2026ReproducibleLiteratureSynthesisInfrastructure187 Computational Paper This paper documents template_search_project, the literature-search exemplar shipped with the Research Project Template (https://github.com/docxology/template). The project demonstrates two configurable, reproducible pipelines sharing the same configuration file and the same infrastructure/search/ + infrastructure/reference/ modules. The standard pipeline (scripts/run_search_pipeline.py) handles a single SearchQuery end-to-end. The deep-search pipeline (scripts/run_deep_search.py, see ) fans out across a list of keywords (each capped at 100 papers per keyword from deep_search.max_results_per_keyword in manuscript/config.yaml), fully enriches every paper with its abstract and PDF fulltext, and (optionally) uses the local LLM to write a multi-section reading note for every paper. When a deep-search aggregate exists, the latest run covered 3 keyword(s) with unique paper(s) after cross-keyword deduplication. Both turn a free-text topic into: 1. a deduplicated, year-filtered set of papers drawn from arXiv, Crossref, optional local corpora, and (opt-in) Paperclip (https://paperclip.gxl.ai/); 2. a Pandoc-compatible references.bib byte-identical in style to the canonical exemplar in template_code_project (../../template_code_project/manuscript/references.bib) (file manuscript/references.bib); 3. cached abstracts and (optionally) extracted PDF full text, written to disk under stable per-paper identifiers; and 4. an LLM-synthesised reading report assembled from per-paper analyses and a cross-corpus thematic synthesis, all produced by a local Ollama model with pinned seed and temperature. All discovery logic lives in infrastructure/search/literature/ (source on GitHub (https://github.com/docxology/template/tree/main/infrastructure/search/literature)); all export logic lives in infrastructure/reference/citation/ (source on GitHub (https://github.com/docxology/template/tree/main/infrastructure/reference/citation)); LLM synthesis reuses the existing infrastructure/llm/ (source on GitHub (https://github.com/docxology/template/tree/main/infrastructure/llm)) bridge. The project itself contains only thin orchestration, manuscript prose, and a test suite — perfectly mirroring the two-layer architecture the template enforces. The motivating concern is reproducibility: a query at time $t_0$ should produce the same results at time $t_1$ unless the cache is explicitly invalidated. This is achieved by deterministic search caching keyed on canonical query identity, on-disk caching of every fetched abstract / PDF, and pinned LLM seeds. The same manuscript/config.yaml that drives the pipeline is also the only configuration any reviewer needs. Run snapshot. With the bundled manuscript/config.yaml, the most recent pipeline execution evaluated the query \"reproducible research optimization\" against local, returned 6 deduplicated paper(s) (4 carrying a DOI, 6 carrying an abstract), and recorded backend errors: none. Resolve `{{…}} tokens by running scripts/z_generate_manuscript_variables.py after run_search_pipeline.py; the script writes output/data/manuscript_variables.json and resolved markdown under output/manuscript/`, which the PDF-rendering stage prefers when present. Keywords: literature search, BibTeX automation, reproducible research, local LLM synthesis, scientific infrastructure literature search automated reference management BibTeX reproducible research local LLM synthesis In the reported run, the query \"reproducible research optimization\" against the local backend returned 6 deduplicated papers (4 with a DOI, 6 with an abstract) and no backend errors. A second run with identical config produces byte-identical artifacts apart from cache timestamps, which the paper calls the property it exists to demonstrate. Results from live arXiv and Crossref are not reproducible across weeks; strict reproducibility requires pinning a local corpus, committing the cache, and pinning the LLM seed. The paper states its contribution is not a new algorithm but a demonstration that a reproducible literature workflow can be built from existing template infrastructure with no mocks and a single YAML config. Multi-backend literature search with DOI/arXiv/title deduplication — Queries configured backends (arXiv, Crossref, local corpora, optional Paperclip) and merges duplicates by DOI, then arXiv id, then title and year. Deterministic SHA-256-keyed JSON search cache — Writes one cache file per query, named by a hash of the canonical query identity, so identical reruns become file reads. Abstract and PDF full-text enrichment with on-disk caching — AbstractFetcher caches arXiv abstracts; FulltextFetcher downloads PDFs and extracts text with pypdf under stable per-paper identifiers. BibTeX export matching the template's house references.bib format — Converts each paper into a BibEntry with convention-based citation keys and venue-routed entry types, written in a fixed house format. Per-paper and corpus LLM synthesis via local Ollama with pinned seed — Two LLM passes produce structured per-paper notes and thematic corpus synthesis, run with seed 42 and temperature 0.0.","image_count":7},{"id":"work:Friedman2026RegisteredReportTemplatePreregistration188","type":"work","title":"Registered Report Template: Preregistration, Deviations, and Claim Boundaries","url":"/works/Friedman2026RegisteredReportTemplatePreregistration188.html","external_url":"https://doi.org/10.5281/zenodo.21298892","full_text_url":"/papers/2026_RegisteredReportTemplate/full_text.md","summary":"This document is a template, not an empirical study. It demonstrates the registered-report workflow end to end: locking a preregistration, validating its completeness, executing the registered analysis plan against deter","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","registered report","preregistration","replication","deviation ledger"],"content":"Registered Report Template: Preregistration, Deviations, and Claim Boundaries Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21298892 Friedman2026RegisteredReportTemplatePreregistration188 Computational Paper This document is a template, not an empirical study. It demonstrates the registered-report workflow end to end: locking a preregistration, validating its completeness, executing the registered analysis plan against deterministic demonstration data, and reporting confirmatory and exploratory claims through an explicit deviation ledger. Every quantity reported here is produced by the tested code in src/registered_report/ and regenerated by scripts/generate_figures.py; none is hand-entered or illustrative. The demonstration binds a single confirmatory hypothesis (H1) to one registered outcome (primary_score) analysed by a two-sided label-permutation test. Run on a seeded two-group dataset (seed = 20260709, n = 24 per group), the registered test yields an observed mean difference of 1.003 with a two-sided permutation p-value of 0.0005 (0 of 2000 shuffles at least as extreme), significant at the preregistered alpha = 0.05. A deliberately introduced secondary endpoint and an alternative model are carried only as documented deviations, keeping the confirmatory claim boundary intact. The purpose is to give forks a working, auditable skeleton in which planned analyses, frozen hypotheses, deviations, and post-run claims are separable and machine-checkable. registered report preregistration replication deviation ledger On the synthetic data the registered test gives an observed mean difference of 1.003 and a two-sided permutation p-value of 0.0005, with 0 of 2000 shuffles at least as extreme. With both documented deviations, the review packet stays valid, keeps primary_score as the only confirmatory outcome, and reports an integrity score of 0.9. The author states that the result says nothing about any real-world phenomenon, because the data are synthetic and the effect is injected by construction. The template turns registered-report discipline into code checks, such as a content hash that makes silent edits to the locked plan detectable. Content-hashed registration freeze plus completeness validation — The registration is deep-copied and stamped with a SHA-256 hash over sorted-key JSON, then checked for required sections such as hypotheses, outcomes, exclusion rules, and analysis plan. Seeded synthetic two-group dataset (n = 24 per group) — Instead of real data, a seeded generator draws control values from Normal(0, 1) and treatment values from Normal(0.8, 1) to demonstrate the workflow. Two-sided label-permutation test with 2000 shuffles and add-one correction — The registered primary model tests the group mean difference at alpha = 0.05 using 2000 seeded label shuffles. Deviation ledger classifying executed elements as ok, warning, or error — build_deviation_ledger records each executed outcome and model and grades unregistered elements by whether a documented rationale exists. Deliberately plan-divergent demo analysis to exercise the ledger — The demo adds a secondary_score endpoint and swaps the permutation test for a linear model, each with a rationale, to show how deviations are recorded.","image_count":4},{"id":"work:Friedman2026RedactedReportTemplateDisclosure189","type":"work","title":"Redacted Report Template: Disclosure Control and Release Audit","url":"/works/Friedman2026RedactedReportTemplateDisclosure189.html","external_url":"https://doi.org/10.5281/zenodo.21298890","full_text_url":"/papers/2026_RedactedReportTemplate/full_text.md","summary":"This exemplar demonstrates a complete disclosure-control pipeline for sanitized public release reports. The methodology combines classification-ceiling enforcement, source-protection validation, mosaic-risk scoring, and ","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","redaction","disclosure control","release audit","source protection"],"content":"Redacted Report Template: Disclosure Control and Release Audit Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21298890 Friedman2026RedactedReportTemplateDisclosure189 Computational Paper This exemplar demonstrates a complete disclosure-control pipeline for sanitized public release reports. The methodology combines classification-ceiling enforcement, source-protection validation, mosaic-risk scoring, and TPM-backed sealed sidecars across a sixteen-variant visual proof matrix. Four redaction styles—blackout, whiteout, grayout, and blur—are rendered across four PDF backgrounds—white, gray, black, and blur—yielding sixteen base proof PDFs. Each receives nine steganographic security methods including SHA-256/SHA-512 hash manifests, diagonal watermark overlays, footer provenance stamps, invisible text, QR and Code128 barcodes, PDF Info and XMP metadata, and embedded manifest attachments. Optional Kmyth TPM sealing wraps each hash manifest and steganography PDF in a .ski sidecar sealed against the TPM2-TSS storage hierarchy, bound to PCR selections and policy or-values. The release gate requires three reviewer roles—originator, classification reviewer, and release authority—each providing a non-empty rationale. A source-safe redaction ledger records SHA-256 hashes of each redacted span without exposing source text, and a segment hash manifest compares source and public SHA-256 digests for reproducible audit. The comprehensive release packet combines sanitized text, audit findings, ledger, hashes, review gate status, and paragraph-level audit tables into a single JSON-ready export. This exemplar confirms that visual presentation choices remain orthogonal to the release gate: the same source-safe decisions drive every output variant. redaction disclosure control release audit source protection On the fixture packet (fourteen segments), the audit reported the packet releasable with redaction coverage 1.0, plus warning-level residual-marker findings. In the verified run, all sixteen variants produced both TPM sidecars, giving thirty-two .ski files. Without the FlushContext patch, the second kmyth-seal invocation fails with an out-of-memory-for-object-contexts error on swtpm. The author reports that visual presentation choices are orthogonal to the release gate: all four redaction treatments yield equivalent source-safe outputs. Stated limitations: fixture data is invented, swtpm lacks hardware tamper resistance, and batch sealing of 32 sidecars takes about thirty seconds via the proxy. Invented fixture data with synthetic classified segments and reviewers — The pipeline is exercised only on synthetic segments (UNCLASSIFIED to TOP_SECRET//SCI), synthetic redaction decisions and synthetic reviewer records. Text-level release-audit engine with mosaic-risk scoring — Segments are audited against a public classification ceiling, redaction spans checked for overlap, orphan decisions flagged, source-control coverage enforced, and residual markers scored. 4x4 visual redaction proof matrix plus nine steganographic methods — Four redaction styles are rendered on four PDF backgrounds (16 PDFs), each post-processed with hash manifests, watermarks, barcodes, metadata and embedded manifests. Kmyth TPM sealing via swtpm and an mssim-to-swtpm proxy on macOS — Hash manifests and steganography PDFs are sealed into .ski sidecars; on macOS a software TPM and protocol proxy were used, and kmyth-seal was patched to flush contexts. Source-safe SHA-256 redaction ledger and three-role review gate — Redacted spans are recorded only as SHA-256 hashes, and release requires originator, classification reviewer and release authority approvals with rationales."},{"id":"work:Friedman2026PoolsRulesToolsTemplate190","type":"work","title":"Pools, Rules, and Tools: A Template-Integrated Resource Architecture","url":"/works/Friedman2026PoolsRulesToolsTemplate190.html","external_url":"https://doi.org/10.5281/zenodo.21298888","full_text_url":"/papers/2026_PoolsRulesTools/full_text.md","summary":"Research software repositories in monorepo configurations accumulate three categories of shared resources that individual projects must consume without re-implementing discovery logic: data pools (bibliographies, contact","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography"],"content":"Pools, Rules, and Tools: A Template-Integrated Resource Architecture Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21298888 Friedman2026PoolsRulesToolsTemplate190 Active Inference Paper Research software repositories in monorepo configurations accumulate three categories of shared resources that individual projects must consume without re-implementing discovery logic: data pools (bibliographies, contacts, datasets), governance rules (style guides, coverage thresholds, citation schemas), and executable tools (code executors, validators, skill invocations). Without a canonical integration pattern, projects either duplicate discovery logic or silently ignore resources that fail to load — both outcomes degrade reproducibility and collaborative cohesion [Wilson et al., 2014, Taschuk and Wilson, 2017]. This paper presents template_pools_rules_tools, a meta-project exemplar that demonstrates how a single project can programmatically discover, validate, and exercise all three resource categories with zero tight coupling to any specific resource instance. The exemplar comprises eight Python modules — three resource readers (fonds_reader, rules_applier, tools_invoker), an orchestrator (integration), a semantic rule evaluator (strong_rule_evaluator), a figure generator (figures), a manuscript-token generator (manuscript_variables), and shared type definitions (type_defs) — plus six thin orchestration scripts and a fully token-injected manuscript pipeline. The architecture (fig. 1) separates resource ownership from resource consumption. Resources live in top-level fonds/, rules/, and tools/ directories and are never modified by consumers. Each resource exposes a typed manifest (fonds.yaml, rules.yaml, tools.yaml) that the corresponding reader module uses for discovery and validation. All readers implement graceful fallbacks: they return None or empty collections when a resource is absent, log a warning via the standard library logging module, and allow the integration pipeline to continue. This revision extends the original three-figure presentation to eight content figures plus a cover illustration — a fond taxonomy (fig. 2), a rule hierarchy (fig. 3), a tool invocation contract (fig. 4), a three-level resilience diagram (fig. 8), and a script pipeline flow (fig. 6) — so that every structural claim in the prose has a corresponding visual. In a representative pipeline run, the integration demo loaded 3 fonds, validated 2 rule sets, discovered 3 tools, and processed 8 bibliography entries — all reported as structured JSON that populates manuscript variable tokens at render time. Tests covering the eight src/ modules (across nine test files) achieve well above the required >=90% combined line coverage and use real file paths rather than mocks, ensuring that reported counts are genuine — run uv run pytest … --cov-report=term for the current test count and coverage percentage rather than trusting a number printed here. The template_pools_rules_tools exemplar provides a reference implementation that any project in the template repository can consult when designing its own resource-consumption layer. In a representative run, the integration demo loaded 3 fonds, validated 2 rule sets, discovered 3 tools and processed 8 bibliography entries. The paper claims typed manifests shift failure detection from runtime to pipeline startup, which it frames as an improvement for reproducibility. It proposes a three-level resilience design (resource absence, schema malformation, script absence) so the pipeline reports failures informatively instead of crashing. The authors argue a manifest-and-reader pattern avoids the packaging overhead of shared libraries, the lost validation of symlinks, and the setup burden of environment variables. Stated limitations include structural-only validation by default, no concurrency handling against parallel writers, and a small-scale design assumption. Four-module reader architecture: fonds_reader, rules_applier, tools_invoker, integration — One Python reader module per resource category (data pools, governance rules, executable tools) plus an orchestrator that runs all three. Typed YAML manifests (fonds.yaml, rules.yaml, tools.yaml) for discovery — Each shared resource exposes a typed manifest that its reader uses for discovery and validation; consumers never modify resources. Repo-root-relative path resolution and graceful-degradation readers — Paths resolve via pathlib parents[N]; readers check existence, catch yaml.YAMLError, log warnings and return empty values rather than raising. {{TOKEN}} injection of runtime statistics into the manuscript — A script hydrates manuscript tokens from integration-run JSON just before pandoc renders, so counts in the prose come from the pipeline. Real-file tests (no mocks), property-based tests and a negative control — Nine test files exercise the eight src/ modules with real YAML/BibTeX files; one test monkeypatches the source to prove tokens are live-wired.","image_count":9},{"id":"work:Friedman2026IllegalStatesMostlyUnrepresentable191","type":"work","title":"Illegal States, Mostly Unrepresentable","url":"/works/Friedman2026IllegalStatesMostlyUnrepresentable191.html","external_url":"https://doi.org/10.5281/zenodo.21298885","full_text_url":"/papers/2026_IllegalStatesMostly/full_text.md","summary":"This paper presents a strongly-typed, decentralized multiagent simulation — an ant-robot colony — as the computational exemplar of the Research Project Template (https://github.com/docxology/template). Each colony member","year":2026,"domain":"Entomology","tags":["Paper","Entomology","bibliography","strongly typed programming","session types","algebraic data types","category theory","active inference","multiagent systems","affine types","illegal state unrepresentable"],"content":"Illegal States, Mostly Unrepresentable Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21298885 Friedman2026IllegalStatesMostlyUnrepresentable191 Entomology Paper This paper presents a strongly-typed, decentralized multiagent simulation — an ant-robot colony — as the computational exemplar of the Research Project Template (https://github.com/docxology/template). Each colony member is an Agent that owns exactly one real, on-disk SQLite database and one in-process, fault-injectable protocol endpoint; no agent ever touches another agent's storage or network state. The implementation lives under projects/templates/template_formal/src/template_formal/; the demo pipeline is orchestrated by scripts/02_run_analysis.py. The paper's central claim is methodological, not a typing-features showcase: static typing's honest value in Python is edit-time/CI-time error prevention on structurally representable invariants, and nothing more. Nominal identifiers (AgentId, MessageId, TxnId as distinct NewType wrappers), a tagged-union Result[T, E] ADT with match-exhaustiveness, and a session-typed protocol state machine (IdleSession → HandshakingSession → EstablishedSession → ClosedSession) each make an illegal program a type error, verified by a real mypy --strict subprocess run against six known-bad negative-control fixtures plus three known-good positive-control fixtures (tests/mypy_fixtures/). Where the type system cannot help — reusing a consumed transaction handle, reusing a consumed protocol-phase instance, or receiving malformed bytes off an untyped network boundary — the implementation runtime-guards instead, and the manuscript says so explicitly rather than eliding the distinction. We also frame, without over-claiming, two additional lenses: the per-agent storage schema as a functor $\\mathrm{Schema} \\to \\mathbf{Set}$ in the sense of @fong2018seven, and each agent's per-tick decision as an approximate minimizer of a closed-form expected-free-energy quantity in the spirit of @friston2005theory, bridged to collective organization via the Memory Evolutive Systems framework of . Both framings are declared as design lenses, not machine-checked mathematical results — the paper is explicit about which of its claims are proofs and which are analogies. Contributions are architectural, epistemic, and empirical. Architecturally: a zero-mock test suite (tests/) covering ADT exhaustiveness, affine-handle reuse, session-type phase transitions, seeded fault injection over a real in-process bus, and a three-agent colony integration test exhibiting a real stigmergic positive-feedback mechanism (deliberately not overclaimed as \"emergence\" — see @sec:results-discussion). Epistemically: an explicit \"What mypy --strict proves vs. what is a runtime discipline\" section (@sec:honesty-line) that pins every strong claim to the ISC (Ideal-State Criterion) number of its paired negative-control test, so the claim-to-evidence mapping is auditable rather than asserted. Empirically: eight pre-registered analyses grouped across three experiment families, falsifiable experiments (@sec:results-discussion) — a decay-rate sweep revealing a real, non-monotonic threshold effect (near-zero convergence below decay $\\approx 0.35$, a $100\\%$ plateau at moderate decay, and a measurable decline at total evaporation); a random-choice null-model comparison showing the real mechanism's Wilson-bounded convergence rate ($93.3\\%$) does not overlap a chance baseline's ($0.67\\%$); and a heterogeneity-magnitude sweep showing convergence rate decreases strictly monotonically as agent preferences spread wider — each stated with its falsification criterion before its real, seeded result, using genuinely new stdlib-only infrastructure (colony/nullmodel.py, colony/sweep.py) rather than one-off scripts. Keywords: strongly typed programming, session types, algebraic data types, category theory, Active Inference, multiagent systems, affine types, illegal state unrepresentable. strongly typed programming session types algebraic data types category theory active inference multiagent systems affine types illegal state unrepresentable In the tested calibrated configuration, the stigmergic mechanism beat a random-choice null model: its Wilson lower bound (0.8816) clears the null model's upper bound (0.0368). Disabling only pheromone deposit collapsed convergence to chance level, attributing the mechanism's advantage to the stigmergic channel in this configuration. Convergence versus decay showed a threshold rather than a monotonic slope, with 0/60 trials converging at decay 0.10 and 0.30. Convergence decreased strictly as preference heterogeneity widened (1.0000 > 0.9333 > 0.2500 > 0.0333). An audit found a defect the src-only mypy gate missed (a Protocol a frozen dataclass could not satisfy), fixed with read-only properties and a good-fixture regression guard. Simulated ant-robot colony: agents with own SQLite DB and protocol endpoint — Each simulated colony member owns one on-disk SQLite database and one fault-injectable protocol endpoint, with no shared storage or network state. mypy --strict as oracle on six known-bad and three known-good fixtures — Runs mypy --strict as a subprocess on negative-control fixtures (expect errors), positive-control fixtures, and the src tree (expect zero exit). Seeded fault injection (drop/reorder/duplicate/corrupt) over an in-process bus — Drives real handshakes through an in-process bus with each fault mode enabled, checking typed error results and seed determinism. Pre-registered seeded experiments with Wilson CIs, Fisher and Cochran–Armitage tests — Tests colony convergence over independently seeded trials at a calibrated baseline (8 agents, 2 locations, 30 ticks) using Wilson intervals, Fisher and trend tests. Design lenses: schema as functor; decision as expected-free-energy minimizer — Frames per-agent storage as a functor Schema→Set and decisions via expected free energy, explicitly as design lenses rather than proofs.","image_count":5},{"id":"work:Friedman2026DataDescriptorTemplateSchema192","type":"work","title":"Data Descriptor Template: Schema, Provenance, and Release Readiness","url":"/works/Friedman2026DataDescriptorTemplateSchema192.html","external_url":"https://doi.org/10.5281/zenodo.21298883","full_text_url":"/papers/2026_DataDescriptorTemplate/full_text.md","summary":"This exemplar demonstrates a data descriptor workflow in which the schema, file inventory, provenance chain, license boundary, and validation gate are treated as first-class research artifacts rather than afterthoughts. ","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","data descriptor","FAIR data","provenance","schema validation"],"content":"Data Descriptor Template: Schema, Provenance, and Release Readiness Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21298883 Friedman2026DataDescriptorTemplateSchema192 Computational Paper This exemplar demonstrates a data descriptor workflow in which the schema, file inventory, provenance chain, license boundary, and validation gate are treated as first-class research artifacts rather than afterthoughts. It ships a small, public, synthetic demonstration dataset (two CSV files under data/fixtures/) and a machine-readable descriptor (data/example_descriptor.json) that declares each file's media type, sha256 checksum, and row count alongside a six-field data dictionary with typed constraints. A tested validation library (src/data_descriptor/) checks the descriptor's shape, safety, and completeness; recomputes each declared checksum and row count against the bytes on disk; and emits a deterministic, metadata-only release manifest suitable for pre-publication review. Every figure and quantitative claim in this manuscript is produced by that library and regenerated on demand, so the prose describes structure and provenance rather than transcribing values that would drift. This is a template with a demonstration dataset: it makes no scientific claim about the data, only about how to describe and release a dataset responsibly. data descriptor FAIR data provenance schema validation The clean fixture descriptor produces zero validation findings, while the deliberately perturbed demo produces several errors and warnings. For the shipped fixture, both files verify: declared and actual row counts agree and each recomputed checksum matches, leaving the readiness score unpenalised. The paper reports that its zero-mock test suite exceeds the 90% project coverage gate. The work explicitly makes no scientific claim about the synthetic data; claims are limited to how to describe and release a dataset. Synthetic demo dataset: two CSV fixtures plus JSON descriptor — Ships two small deterministic synthetic CSV files (measurements, subjects) described by a machine-readable descriptor with checksums and row counts. Six-field data dictionary with typed constraints — Declares six fields with types, nullability, units, regex patterns, closed enumerations and numeric bounds for the measurement table. Order-independent sha256 schema fingerprint — descriptor_fingerprint() hashes (name, type, nullable) triples so reordering fields does not change the schema fingerprint. Validation gate with readiness score and perturbed negative control — validate_descriptor() emits severity-tagged findings folded into a readiness score; a deliberately broken copy tests that the gate reacts. Byte-level descriptor-to-file verification — verify_descriptor_files() recomputes sha256 and row counts of present files and reports verified, mismatch, or absent status.","image_count":5},{"id":"work:Friedman2026PriorCognitiveArt194","type":"work","title":"Prior Cognitive Art","url":"/works/Friedman2026PriorCognitiveArt194.html","external_url":"https://doi.org/10.5281/zenodo.21316510","full_text_url":"/papers/2026_PriorCognitiveArt/full_text.md","summary":"A prior is not explained by stacking more priors; it is located by mechanism, function, history, and fixed-point organization. The paper's precise thesis is procedural: before asking why\na prior exists, identify which ex","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","priors","Tinbergen's four questions","hierarchical Bayes","free energy principle","Markov blankets","cognitive science","conceptual visualization"],"content":"Prior Cognitive Art Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21316510 Friedman2026PriorCognitiveArt194 Active Inference Paper A prior is not explained by stacking more priors; it is located by mechanism, function, history, and fixed-point organization. The paper's precise thesis is procedural: before asking why\na prior exists, identify which explanatory kind is being requested and name the\nrule that will terminate the explanation. This working paper argues that Tinbergen's four questions\nare not stacked levels in one causal chain. They are crossed axes: proximate\nversus ultimate, and static versus developmental. Mechanism and function ask\nwhat a prior is doing now; ontogeny and phylogeny ask how such organization came\nto be across different timescales.\n\nThe paper treats the familiar \"prior on a prior\" problem in hierarchical Bayes\nas structurally parallel to an ontogenetic account that says one prior selects\nanother. Both postpone the question unless they terminate. Three termination\nfamilies organize the paper: pragmatic closure, selection closure, and\nfixed-point termination. They are organizing families, not an exhaustive\ntaxonomy of every possible explanation. A final upstream pass asks what comes\nbefore the first prior and answers with a constraint stack -- viability,\nallostasis, co-homeostasis, development, and niche support -- rather than with a\nhidden meta-prior. The project uses plain text, deterministic conceptual visualizations, and one deterministic illustrative simulation trace.\nIts supplement adds generated, auto-numbered formal claims and a closed symbol\nglossary as text-integrity artifacts rather than empirical machinery.\nThe paper includes one deterministic illustrative simulation trace over authored formal states; it does not run stochastic simulations, synthetic-data experiments, empirical estimates, or performance benchmarks.\n\nThe \"art\" in the title names the craft at stake: arranging explanatory kinds\n(proximate/ultimate, static/developmental, selection/fixed-point) so that no\nsingle kind is mistaken for the whole, and rendering that arrangement as\ndeterministic figures and checkable formalism rather than as empirical simulation evidence. It\nalso marks a bounded link to aesthetic practice: artworks can stage encounters\nwith expectations, material affordances, ambiguity, and meaning, but this paper\ntreats that link as a conceptual analogy, not as an empirical theory of art.\n\n---\nAssociated artifacts\nGitHub release: Prior Cognitive Art v0.1.0 (https://github.com/docxology/prior_cognitive_art/releases/tag/v0.1.0)\nDOI: https://doi.org/10.5281/zenodo.21316510\nZenodo: https://zenodo.org/records/21316510\nPDF SHA-256: 62aa1d8d4af75f4b5bdc894516720bdf61ae68a4be27f44aefc09c2dd2fbba67 priors Tinbergen's four questions hierarchical Bayes free energy principle Markov blankets cognitive science conceptual visualization The author argues the regress is not forced by Tinbergen's framework but arises when an ontogenetic answer is asked to do the work of every quadrant. The paper argues that what comes before the first prior is a stack of constraints (viability, regulation, co-homeostasis, development, niche) rather than a hidden meta-prior. Niche construction is treated as a constraint on selection termination rather than as a fourth termination type. The art claim is bounded: aesthetic practices arrange encounters with predictive priors, without proving art directly rewires priors. The author states the formal supplement does not prove the thesis but makes it checkable against its own artifacts. Tinbergen's four questions recast as a 2×2 grid of crossed axes — Maps mechanism, function, ontogeny and phylogeny onto proximate/ultimate and static/developmental axes to type explanations of priors. Five-step protocol for typing 'why' questions about priors — Applies a protocol per question: type the request, expose deferral, name the stop, state the ceiling, then render and validate. Three regress-termination families: pragmatic, selection, fixed-point — Organizes responses to the hyperprior regress into pragmatic closure, selection closure and fixed-point termination, explicitly non-exhaustive. Source-owned deterministic diagrams, formal claims and glossary — Renders diagrams, formal claims and a symbol glossary from recorded source inventories (quadrants, termination modes, modules, figure specs). One deterministic illustrative simulation trace over authored formal states — Includes a single deterministic trace and explicitly no stochastic simulation, synthetic data, empirical estimates or benchmarks.","image_count":22},{"id":"work:Friedman2026ActiveFractalRabbitSyntheticBenchmark195","type":"work","title":"Active FractalRabbit: A Synthetic Benchmark for Belief Filtering Under Sparse Waypoint Observations","url":"/works/Friedman2026ActiveFractalRabbitSyntheticBenchmark195.html","external_url":"https://doi.org/10.5281/zenodo.21330636","full_text_url":"/papers/2026_ActiveFractalRabbit/full_text.md","summary":"Sparse waypoint analysis is privacy-sensitive: it must separate movement from irregular reporting, missingness, spatial coarsening, and corruption while preserving uncertainty about hidden location. Active FractalRabbit ","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography"],"content":"Active FractalRabbit: A Synthetic Benchmark for Belief Filtering Under Sparse Waypoint Observations Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21330636 Friedman2026ActiveFractalRabbitSyntheticBenchmark195 Cognitive Security Paper Sparse waypoint analysis is privacy-sensitive: it must separate movement from irregular reporting, missingness, spatial coarsening, and corruption while preserving uncertainty about hidden location. Active FractalRabbit provides a controlled, artifact-bound benchmark whose headline lane uses a deterministic project-local synthetic FractalRabbit-format fixture; a separately retained lane exercises pinned open-source software from the National Security Agency as an independent simulator surface. The benchmark converts sporadic reports into categorical evidence, fits explicit hidden-state generative models, and compares transparent temporal, Markov, sequence, state-space, neural, latent-state, and active inference predictors under matched information sets. Under noisy partial-observability, Active Inference is the lowest-loss implemented predictor: it clearly leads point-estimate and raw-observation families and sits in a statistical tie with the strongest non-AIF belief-preserving comparator. The shared mechanism is soft Bayesian marginalization, which preserves probability across plausible cells instead of committing early to one state. Point estimates suffice for clean observations, an online base-rate predictor leads under regime switching, transparent temporal and disclosed kinematic controls anchor sparse reporting gaps, and withholding location sharply limits specific-cell recovery from metadata. The partially observable Markov decision process (POMDP) formulation also exposes variational and expected-free-energy diagnostics for belief, minimization, and integrity. These results establish a regime-specific synthetic model map and a reproducible evidence chain. The present contract covers synthetic software behavior; separate evidence protocols govern privacy and empirical evaluation. Code, fixtures, manuscript source, and the release manifest are public at github.com/ActiveInferenceInstitute/active_fractal_rabbit (https://github.com/ActiveInferenceInstitute/active_fractal_rabbit).\n\n---\nAssociated artifacts\nGitHub release: v0.2.0 (https://github.com/ActiveInferenceInstitute/active_fractal_rabbit/releases/tag/v0.2.0)\nDOI: https://doi.org/10.5281/zenodo.21330636\nZenodo: https://zenodo.org/records/21330636\nPDF SHA-256: d676159d149a12a1e990457329ad4cf52d2d8ab4ffcf09f55b42bad8e0c3c052 On the synthetic fixture, soft Bayesian marginalization beats a hard point estimate as emissions degrade: 0 nats at a clean channel to 0.739 nats at flip probability 0.400 on the primary draw, with a mean of 0.495 nats. Under noisy emission, active inference ranks 1 of 14 but leads the strongest non-AIF belief filter by only 0.005 nats, a statistical tie. No directional comparison in the clustered-bootstrap family survives multiplicity correction. Withholding location collapses the filter's mean mass on the true cell from 0.995 to 0.069. The pymdp lane matches the exact Bayes posterior (max abs. difference 3.99e-07) and contributes interpretability rather than predictive leadership on the default surface. Synthetic waypoint benchmark: FractalRabbit fixture plus NSA simulator lane — The headline lane uses a deterministic synthetic FractalRabbit-format fixture; a separate lane runs the pinned open-source NSA FractalRabbit software. Discrete POMDP generative model over grid cells with four categorical modalities — Waypoints are discretised into a 4x4 grid of hidden cells with location, time-of-day, speed and reporting-burst observation tensors. Matched-information comparison of 14 predictors incl. HMM, particle, pymdp — Temporal, Markov, sequence, state-space, neural, latent-state and active inference predictors are scored on held-out next-cell log-loss under matched information sets. Soft-vs-hard marginalization protocol under a K-ary symmetric noisy emission — Soft belief, hard MAP and observed-Markov predictors share transition, emission and priors, differing only in marginalize-versus-commit, across emission flip probabilities. Traveller-clustered bootstrap with Holm and Benjamini-Hochberg correction — Paired loss differences use traveller-clustered bootstrap intervals (B = 2000) with Holm-Bonferroni primary and BH secondary correction."},{"id":"work:Friedman2026FourfoldVisionWilliamBlake196","type":"work","title":"Fourfold Vision: William Blake, Buckminster Fuller, and the Geometry of Omnirational Seeing","url":"/works/Friedman2026FourfoldVisionWilliamBlake196.html","external_url":"https://doi.org/10.5281/zenodo.21388456","full_text_url":"/papers/2026_FourfoldVision/full_text.md","summary":"Published by Synergetics University on 14 July 2026, The Fuller Conjecture asks whether \"there exists a line of reasoning that presents Fuller's synergetic vision as a philosophical system.\" This paper tests one qualifie","year":2026,"domain":"Art & Synergetics","tags":["Paper","Art & Synergetics","bibliography"],"content":"Fourfold Vision: William Blake, Buckminster Fuller, and the Geometry of Omnirational Seeing Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21388456 Friedman2026FourfoldVisionWilliamBlake196 Art & Synergetics Paper Published by Synergetics University on 14 July 2026, The Fuller Conjecture asks whether \"there exists a line of reasoning that presents Fuller's synergetic vision as a philosophical system.\" This paper tests one qualified route through that problem. It places William Blake's fourfold vision beside Buckminster Fuller's Synergetics without claiming shared vocabulary, historical influence, or Blakean anticipation of Quadray: Blake supplies a historically situated problem of plural seeing, while Quadray and tetrahedral geometry supply a reproducible model of relational aspects, partial views, and reconstruction. The formal result is exact: for any non-degenerate convex tetrahedron observed by a strictly exterior camera, one frame exposes 1, 2, or 3 faces, never 4; an atlas can preserve all 4 across successive views. The project combines an argument graph, exact rational geometry, deterministic visualizations, a rights-aware corpus ledger, and a dependency-free viewer. \"Synchronous omni-rational form\" names this operational integration—a relational whole retained across partial views, sequences, source boundaries, and explicit limits—not a historical Blakean or Fullerian doctrine. For any non-degenerate convex tetrahedron viewed from a strictly exterior camera, one frame exposes 1, 2, or 3 faces, never 4, while an atlas of views can preserve all 4. The author's central claim is a qualified structural analogy: Blake's fourfold vision is analogous to a tetrahedral totality, not a historical identity between Blake and Fuller. The author argues the Fuller Conjecture becomes tractable when presentation is a coupled graph, atlas, and golden thread. The ablation indicates the tetrahedron is useful but not necessary to Blake's language; it is chosen for usefulness rather than historical necessity. The reproducible project contains 51 ledger entries and a golden-thread path of 10 nodes. Comparative reading of Blake's fourfold vision anchored in the 1802 Butts letter — Uses Blake's November 1802 letter-poem to Thomas Butts and Blake scholarship (Calè, Groves) as historical evidence for the problem of plural seeing. Exact rational Quadray/tetrahedral geometry with face-visibility classifier — Models a tetrahedron in Quadray coordinates with exact rational arithmetic and classifies faces visible from strictly exterior cameras by outward-normal dot products. Proof of face cardinality via area-weighted face-plane dependence — Proves that an exterior camera sees between 1 and 3 faces of any non-degenerate tetrahedron using the identity that area-weighted outward normals sum to zero. Argument graph with 'golden thread' path, ledgers and rights gate — Encodes claims in an argument graph traversed by a selected path, with citation/claim ledgers, a rights-aware corpus ledger, and pinned upstream checks. Ablation of the tetrahedral model against four-channel and planar alternatives — Compares the tetrahedral atlas with an abstract four-channel state and a four-sided planar model to show what each retains or loses."},{"id":"work:Friedman2026DuckRabbitTypedMultimodalIllusion197","type":"work","title":"DuckRabbit: Typed Multimodal Illusion Generator","url":"/works/Friedman2026DuckRabbitTypedMultimodalIllusion197.html","external_url":"https://doi.org/10.5281/zenodo.21419693","full_text_url":"/papers/2026_DuckRabbit/full_text.md","summary":"DuckRabbit is typed, deterministic research software by Daniel Ari Friedman\n(Active Inference Institute) for constructing reproducible visual, auditory,\ntemporal, and audiovisual stimulus families. The intended public re","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","perceptual illusions","cognitive taxonomy","audio-visual stimuli","deterministic generation","typed parameters","research software","reproducible research","psychophysics"],"content":"DuckRabbit: Typed Multimodal Illusion Generator Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21419693 Friedman2026DuckRabbitTypedMultimodalIllusion197 Computational Paper DuckRabbit is typed, deterministic research software by Daniel Ari Friedman\n(Active Inference Institute) for constructing reproducible visual, auditory,\ntemporal, and audiovisual stimulus families. The intended public release will\nbe available at the following repository:\n\nhttps://github.com/docxology/DuckRabbit\n\nDuckRabbit is released under the MIT License.\n\nIts basic unit is an immutable request containing an illusion identifier,\nvalidated parameters, a seed, and an encoding specification. The request yields\na canonical artifact, objective media measurements, and a versioned provenance\nmanifest before any delivery codec is selected. This separation makes the\nstimulus a testable computational object while reserving claims about\nperception for controlled observer protocols.\n\nThe release situates its engineering choices within a deliberately broad\nhistorical foundation spanning Greek, Arabic/Islamicate, Chinese, and\nearly-modern work on optics, visual inference, and cross-sensory knowledge,\nalongside later psychophysics and illusion research. These traditions motivate\nquestions about construction, observation, and evidence; they are contextual\nprecedents, not evidence that a generated file reproduces an ancient,\nearly-modern, or clinical observation.\n\nVersion 0.5.0 contains 17 implemented\ngenerators and 18 catalog entries, supported by\n36 source records and 18 evidence records\nin a checked-in audit snapshot. The package generates\n15 publication figures and 10\nmachine-derived tables from the live registry. It also provides a typed\nobserver-study harness and a transparent synthetic diagnostic: a\nhand-specified feature observer with serialized weights, temperature, analytic\ncalibration, and human_data=false. No participant data are bundled; synthetic model output is explicitly nonhuman.\n\nDuckRabbit verifies physical stimulus properties, media round trips, hashes,\ntiming, and declared provenance. It does not infer a universal percept, effect\nsize, or cross-device perceptual equivalence from a generated artifact. Its\ncontribution is a reproducibility and epistemic boundary: source-backed family\ndescriptions, deterministic media facts, and future observer hypotheses remain\ndifferent typed records rather than being collapsed into one claim. DuckRabbit\nis software for reproducible stimulus construction and audit, not a claim that\na generated file alone produces a universal perceptual effect.\n\n---\nAssociated artifacts\nGitHub release: v0.5.0 (https://github.com/docxology/DuckRabbit/releases/tag/v0.5.0)\nDOI: https://doi.org/10.5281/zenodo.21419693\nZenodo: https://zenodo.org/records/21419693\nPDF SHA-256: 3afefaeeccb5616448cc6da83b5807dd996ccc96bfff113d635b8da140baea06 perceptual illusions cognitive taxonomy audio-visual stimuli deterministic generation typed parameters research software reproducible research psychophysics Version 0.5.0 contains 17 implemented generators and 18 catalog entries, supported by 36 source records and 18 evidence records. The publication workflow generates 15 publication figures and 10 machine-derived tables from the live registry. The package is framed around falsifiable engineering hypotheses, including that identical typed requests yield identical canonical arrays and digests. The author states the validation suite establishes software repeatability, not replicability of an observer effect under new displays, populations or tasks. No participant data are bundled; the synthetic observer output is explicitly nonhuman and does not estimate human thresholds or effect sizes. Typed immutable stimulus request (identifier, parameters, seed, encoding) — Each stimulus is generated from an immutable request whose value objects validate finite parameter ranges, yielding a canonical image, audio, video or audiovisual artifact. Canonical little-endian float32 serialization with SHA digests and v2 manifests — Canonical arrays plus shape, clock and units are hashed independently of PNG/WAV/GIF/MP4/NPZ delivery, and a v2 manifest records parameters, metrics and verification status. Encode-decode verification with format-specific tolerances — Delivered files are decoded and checked against canonical facts; PNG, GIF, WAV and NPZ use local adapters while MP4 uses an optional ffmpeg backend. Objective media metrics (luminance, RMS, spectral centroid, frame deltas, sync offsets) — Computes physical or decoded-media metrics with units and computation versions, explicitly kept separate from observer responses. Hand-specified synthetic feature observer (logistic, human_data=false) — A serialized feature observer with fixed weights and temperature exercises analysis orchestration across parameter sweeps; it is not trained or calibrated on humans."},{"id":"work:Friedman2026SynthOBSFractiSynthGoldenRatio198","type":"work","title":"SynthOBS & FractiSynth: A Golden-Ratio OBS Broadcast Console and Native Transducer","url":"/works/Friedman2026SynthOBSFractiSynthGoldenRatio198.html","external_url":"https://doi.org/10.5281/zenodo.21418782","full_text_url":"/papers/2026_SynthOBSFractiSynth/full_text.md","summary":"A tested Python reference engine, native libobs plugin, and obspython bridge for a telemetry-driven broadcast console. Includes deterministic figures, a versioned live OBS evidence bundle, fail-closed telemetry contracts","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","OBS Studio","libobs","reproducible research software","space-weather telemetry","real-time digital signal processing","software provenance","software citation"],"content":"SynthOBS & FractiSynth: A Golden-Ratio OBS Broadcast Console and Native Transducer Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21418782 Friedman2026SynthOBSFractiSynthGoldenRatio198 Computational Paper A tested Python reference engine, native libobs plugin, and obspython bridge for a telemetry-driven broadcast console. Includes deterministic figures, a versioned live OBS evidence bundle, fail-closed telemetry contracts, and a research-grade technical design manuscript. 1217 tests passing, 96.09% coverage on src/synthobs. Source: https://github.com/docxology/SynthOBS/releases/tag/v1.618.0. This version replaces the PDF with one that carries its own DOI on the cover/citation page (the v1 PDF referenced the DOI only externally). OBS Studio libobs reproducible research software space-weather telemetry real-time digital signal processing software provenance software citation All six required live-OBS gates passed in the versioned run 20260717T153649Z. The materials table reports a test collection of 1217 tests with 96.09% coverage. The author states that the golden-ratio choices are engineering decisions and the manuscript does not infer perceptual or broadcast-quality benefits from them. The stated design proposition is narrow: a single pinned constant, fail-closed state transitions, and versioned captures make a cross-language OBS instrument easier to reason about and re-run. The two telemetry planes are designed to be independent, so a solar-wind dropout does not overwrite the SWO vector and invalid telemetry does not create a new lock. Dependency-free Python reference engine (src/synthobs/) — Geometry, telemetry gates, DSP, console shape, and command grammar are defined in Python with no OBS or third-party runtime imports, serving as the portable source of truth. Native libobs C plugin (FractiSynth) with libcurl-backed telemetry — A separate C implementation applies the engine's declared video and audio contracts at the OBS host boundary. Golden-ratio constant for viewport splits, video scale, limiter knee, spiral — phi = 1.618 is used as an engineering parameter for layout and DSP contracts; the author explicitly treats it as a design choice. Two-plane telemetry model from NOAA space-weather products — An amplitude plane uses F10.7 cm radio flux and active-region counts, while an independent phase plane maps solar-wind speed through the EGS gateway key. Live OBS acceptance protocol via obs-websocket with six gates — A real OBS process and websocket connection are used to fit the console to canvas, capture compositor pixels, compare silent vs. tone audio, and inspect HUD provenance."},{"id":"work:Friedman2026ActiveInferencePowerSuite199","type":"work","title":"Active Inference Power Suite: Conditional Statistical Power under Controlled Generative Settings","url":"/works/Friedman2026ActiveInferencePowerSuite199.html","external_url":"https://doi.org/10.5281/zenodo.21695160","full_text_url":"/papers/2026_ActiveInferencePower/full_text.md","summary":"Statistical power is an investigator-facing operating characteristic of an adaptive-study design. Before simulation, the investigator fixes an agent-side model, evaluator-side process, testing setting, policy, and replic","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","multiple testing","false discovery rate","Benjamini-Hochberg","statistical power","active inference","pymdp","sequential hypothesis testing","reproducible research"],"content":"Active Inference Power Suite: Conditional Statistical Power under Controlled Generative Settings Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21695160 Friedman2026ActiveInferencePowerSuite199 Active Inference Paper Statistical power is an investigator-facing operating characteristic of an adaptive-study design. Before simulation, the investigator fixes an agent-side model, evaluator-side process, testing setting, policy, and replication plan. Each embedded agent acts only on visible history; simulated hidden truth is retained for scoring. active_inference_power makes that conditional estimand inspectable. The suite combines fixed-horizon procedures, analytic references, dependence/calibration experiments, and a discrete-state active-inference agent checked against a binary oracle. It extends this to action loops with sensing reliability, latent context, target choice, cost, and stopping. The study distinguishes model-relative posterior belief from calibrated p-value and likelihood-ratio e-process evidence. It compares Benjamini–Hochberg (BH) false discovery rate (FDR) procedures with family-wise error rate (FWER) alternatives, and separates either evidence object from online FDR procedure-specific accounting. Results are scenario-indexed finite-simulation estimates with Monte Carlo standard error (MCSE) and declared error, dependence, filtration, and optional-stopping boundaries; they do not assign a universal power value to an agent, task environment, or active inference. Instead, they support auditable comparisons among explicitly declared adaptive-study designs. Contracts, seed schedules, certificates, figures, claim ledger, and rendered manuscript form a linked evidence chain, allowing readers to trace each claim to its design and artifact. Source and release materials are available at the verified GitHub repository ActiveInferenceInstitute/active_inference_power.\n\nActive Inference Power Suite v1.0.0 is a source-bound release of an adaptive-study design suite. It reports scenario- and policy-indexed finite-simulation operating characteristics; it does not claim a universal \"power of active inference.\"\n\nSource repository and exact release: https://github.com/ActiveInferenceInstitute/active_inference_power/releases/tag/v1.0.0\n\nConcept DOI (release family): 10.5281/zenodo.21695160 (https://doi.org/10.5281/zenodo.21695160)\n\nVersion DOI (this immutable archive): 10.5281/zenodo.21695161 (https://doi.org/10.5281/zenodo.21695161)\n\nZenodo record: https://zenodo.org/records/21695161\n\nPDF SHA-256: 24fa25a4f29affcfd92c8c001ff6487a0c36960c6b4f38ed4419984fc8743cbf\n\nThe uploaded PDF, exact tag-derived source archive, release manifest, renderer provenance, and final review receipt make the release auditable. The evidence boundary remains finite, scenario-specific simulation rather than a universal theorem or deployment claim. multiple testing false discovery rate Benjamini-Hochberg statistical power active inference pymdp sequential hypothesis testing reproducible research In the configured design, FWER-oriented procedures reached power 0.315–0.321 while FDR-oriented procedures reached 0.430–0.749, framed as the expected trade-off, not dominance. Storey's paired power gain over BH was about 0.073, which the paper stresses is an operating-characteristic comparison, not a validity certificate. Under weak evidence the posterior-threshold policy had FDR 0.153 and FWER 0.366, while the calibrated BH policy made no rejections, illustrating a calibration gap. Across the dependence grid, BH estimates stayed within the finite-simulation band and BY stayed more conservative; the paper states this is not a new PRDS proof. The paper concludes power numbers should not be carried into a new design; adaptive actions change data path, cost and evidence contract together. Power estimated as an operating characteristic of an investigator-declared design — Defines power over replications of a declared model/process/setting/policy design, scoring traces against evaluator-only hidden truth. Seeded Monte Carlo comparison of 9 FWER/FDR correction procedures — Compares Bonferroni, Šidák, Holm, Hochberg, BH, BY, Storey, adaptive BH and weighted BH on a seeded two-groups design with MC SE bands. Dependence-regime stress grid for BH and BY — Evaluates BH and BY FDR and power under negative equicorrelation, independence, positive-factor and block covariance regimes. Discrete-state active-inference agent: posterior threshold vs BH on calibrated p-values — Runs identical streams through a posterior-threshold decision and a BH-calibrated evidence rule under strong and weak evidence regimes. Action-in-the-loop policies with sensing reliability, cost and stopping — Compares fixed-horizon, posterior-cutoff, information-gain, cost-aware, posterior-sampling and e-process stopping policies in a synthetic action loop."},{"id":"work:Friedman2026WitnessRegisterCoRegistration200","type":"work","title":"The Witness Register: Co-Registration Without Aggregation","url":"/works/Friedman2026WitnessRegisterCoRegistration200.html","external_url":"https://doi.org/10.5281/zenodo.21754245","full_text_url":"/papers/2026_WitnessRegister/full_text.md","summary":"A shared register that co-registers independent instruments' report envelopes without aggregating them. It stores each report's envelope verbatim, records cross-instrument relations as separate describing records, keeps ","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","co-registration","append-only log","provenance","non-compensatory decision rules","boundary objects","research infrastructure","open science"],"content":"The Witness Register: Co-Registration Without Aggregation Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21754245 Friedman2026WitnessRegisterCoRegistration200 Computational Paper A shared register that co-registers independent instruments' report envelopes without aggregating them. It stores each report's envelope verbatim, records cross-instrument relations as separate describing records, keeps history append-only and sealed, and — only when asked, for one declared next use — emits a bounded posture that always points back at the state that earned it. It never parses, compares, ranks, averages, or merges any instrument's native status. Subtitle: A shared register for line report envelopes that never ranks, merges, or overrides the instruments it holds Code is MIT licensed; prose and figures are CC BY 4.0. See LICENSE in the repository. co-registration append-only log provenance non-compensatory decision rules boundary objects research infrastructure open science On four real envelopes describing different subjects, chain verification was clean, return recoverability and relation fidelity were 1.0, and the posture was held at 0. In the same-subject example, meeting the return contract lifted only the return_due hold, and the posture stayed at 0 because one open question entered as an unresolved dependency. A non-compensatory block forced -1 both alone and under fifty AGREES relations; an empty register was -1. Every battery check passed on the real register, and every case raised BatteryError when its observed behaviour was deliberately falsified. The author states limits: the chain tip is unbound without an external anchor, intake is a shape check not a truth check, and examples cover one date and nine constructed states. witness_register Python package with shape-check intake of envelopes — A small Python package with no line-package imports accepts line.report-envelope/1.0 JSON envelopes by value after a schema shape check, storing native_status verbatim. SHA-256 sealed, prior_ref-chained append-only witness states — Each state is sealed by SHA-256 over canonical JSON and chained to its predecessor; the prior seal is re-derived before extension so tampering fails closed. Non-compensatory -1/0/+1 projection with fixed precedence rules — For a declared next use, a bounded posture is computed from relation records only: unresolved block forces -1, empty state is -1, any hold caps at 0. Formal definitions and propositions bound to named tests — Definitions and propositions (append-only, non-compensatory, determinism, etc.) are each bound to a named test in the package's test suite. 3x3 canonical witness battery with falsification pass; real envelopes — Nine constructed cases (positive, negative, adversarial) are run against the projection, with planted errors to confirm checks can fail; worked examples use real envelopes from four lines."},{"id":"work:Friedman2026LineSetHoldingInstruments201","type":"work","title":"The Line Set: Holding Instruments Apart","url":"/works/Friedman2026LineSetHoldingInstruments201.html","external_url":"https://doi.org/10.5281/zenodo.21754243","full_text_url":"/papers/2026_LineSet/full_text.md","summary":"A thin reader that declares what a set of small evaluative instruments is, reads whichever sibling packages are installed, and checks one narrow property: that no two of them have given the same spelling to different thi","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","modularity","information hiding","separation of concerns","boundary objects","namespace collision","declarative registry","reproducible review","open science"],"content":"The Line Set: Holding Instruments Apart Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21754243 Friedman2026LineSetHoldingInstruments201 Computational Paper A thin reader that declares what a set of small evaluative instruments is, reads whichever sibling packages are installed, and checks one narrow property: that no two of them have given the same spelling to different things. It adds no instrument of its own and computes no aggregate; a legible reading says only that the declared vocabularies did not overlap. Subtitle: A Declaration, a Reader, and a Non-Overlap Contract for a Growing Set of Small Instruments Code is MIT licensed; prose and figures are CC BY 4.0. See LICENSE in the repository. modularity information hiding separation of concerns boundary objects namespace collision declarative registry reproducible review open science On the review date the four packages yielded 81 line-and-name pairs spanning 80 distinct names, and the only shared name was the already-declared, disambiguated one. The single shared name was OUTSIDE_SCOPE, carried by red_line and black_line. Appending a fifth line whose package is not installed yielded SET_PARTIAL, which the author argues is the correct answer rather than a shortfall. The author stresses that disjoint vocabularies are a necessary, not sufficient, condition: the check cannot detect conceptual overlap between instruments. The paper states the set digest is a comparison handle only, not tamper evidence or a record of who changed what. Declarative set registry: four LineEntry records plus one shared token — Declares the set (Red, Black, Golden, White Line) as data, each entry naming its question, job, and what it must not become. Five-stage reader with fixed-precedence set statuses — Reads installed sibling packages through resolve, bind, collide, declare and status stages, returning one of four SET_-prefixed readings. Enum-member name collision check across sibling package roots — Collects enum member names each line publishes at its package root and flags any name carried by more than one line, unless declared and disambiguated. Seven offline structural checks plus a self-application check — Runs seven declaration-only checks and an eighth that applies the package's own collision check to a declaration including itself. Executed extensibility example appending a fifth colour at runtime — Appends a hypothetical green_line entry without editing the package and runs the battery and reader on the extended declaration."},{"id":"work:Friedman2026WhiteLineTypedLedger202","type":"work","title":"White Line: A Typed Ledger for the Edge of the Claim","url":"/works/Friedman2026WhiteLineTypedLedger202.html","external_url":"https://doi.org/10.5281/zenodo.21754241","full_text_url":"/papers/2026_WhiteLine/full_text.md","summary":"A typed ledger for absence: epistemic gaps, ethical restraint, and contemplative negative space. It records what is missing, withheld, or unresolved under a total caution order, decays stale namings past their review hor","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","absence","epistemic gaps","missing evidence","withheld material","uncertainty","negative results","research ethics","open science"],"content":"White Line: A Typed Ledger for the Edge of the Claim Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21754241 Friedman2026WhiteLineTypedLedger202 Computational Paper A typed ledger for absence: epistemic gaps, ethical restraint, and contemplative negative space. It records what is missing, withheld, or unresolved under a total caution order, decays stale namings past their review horizons, and refuses to infer why anything is absent. Withholding is recorded as a boundary, never mined as missing evidence. Subtitle: Keeping missing evidence, ethical boundaries, and open questions from becoming unsupported claims Code is MIT licensed; prose and figures are CC BY 4.0. See LICENSE in the repository. absence epistemic gaps missing evidence withheld material uncertainty negative results research ethics open science Under the stated contract, no input can make an absence appear more settled than its most cautious observer reported (caution monotonicity). In a worked seven-input example with careless and adversarial inputs, intake logged five typed events and the tally was NAMED 0, UNRESOLVED 1, WITHHELD 1, NOT_RECORDED 9. A positive-control battery shows every intake code can fire, so zero rows in a tally mean untriggered rather than unreachable; it shows reachability only. The defect battery establishes detection of the planted defects only, not the absence of every possible structural fault. The author stresses the registry's finiteness: absences outside its eleven categories are not tracked, and extending it requires human judgment. Pure-data Python package: 11-record registry + assess_absence evaluator — The instrument is a small Python package holding a versioned registry of eleven absence records and a staged evaluator, presented as a tested prototype. Typology of three absence kinds and four ledger states — Records are typed EPISTEMIC, ETHICAL or CONTEMPLATIVE, and observations assign NAMED, UNRESOLVED, WITHHELD or ledger-reserved NOT_RECORDED. Staged intake/matching/scoring with caution order and staleness decay — Intake screens inputs with typed events, conflicting observers resolve to the more cautious state, and dated NAMED entries decay past their review horizon. Formal definitions/propositions each bound to a named test — The evaluator is restated as definitions and propositions, and a table maps each to the test that exercises it, checked by tests/test_formalism.py. Planted-defect battery for six structural invariants — For each of six registry invariants, a registry carrying exactly that defect is constructed to show the check rejects it while passing the real registry."},{"id":"work:Friedman2026PersonalRedLinesDevelopment203","type":"work","title":"Personal Red Lines for Development","url":"/works/Friedman2026PersonalRedLinesDevelopment203.html","external_url":"https://doi.org/10.5281/zenodo.21754239","full_text_url":"/papers/2026_PersonalRedLines/full_text.md","summary":"A versioned, evidence-gated personal security boundary and explicit No document for dual-use development work. It requires a complete, reviewable action intake before returning compliance, distinguishes outside-scope wor","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","red lines","AI governance","dual-use","cognitive security","hash-based canary","precommitment","open science","personal governance"],"content":"Personal Red Lines for Development Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21754239 Friedman2026PersonalRedLinesDevelopment203 Cognitive Security Paper A versioned, evidence-gated personal security boundary and explicit No document for dual-use development work. It requires a complete, reviewable action intake before returning compliance, distinguishes outside-scope work from compliance, and records uncertainty as a blocking result rather than a permission. It is a personal auditability aid, not enforcement, legal compliance, semantic safety classification, or external certification. Subtitle: An Evidence-Gated Personal Security Boundary and Explicit No Document for Dual-Use Development Code is MIT licensed; prose and figures are CC BY 4.0. See LICENSE in the repository. red lines AI governance dual-use cognitive security hash-based canary precommitment open science personal governance global political thought research ethics sociotechnical systems Every intake is classified into one of five categories; missing, self-asserted, unverified, stale or contradicted context cannot produce COMPLIANT. Degrading any one of the nine intake dimensions withdrew a compliant result in all 45 executed evaluations; an ALL-mode exemption stayed unreachable by a single token across 58 more. All five classifications were reached by the fixture battery, but the fixtures are not evidence that any real engagement was reviewed, safe or lawful. The author states decisive limitations: local evidence is not independent truth verification, lexical matching is not semantic understanding, and code is not enforcement. The evaluator's visible boundary is a 34-word scope vocabulary, so OUTSIDE_SCOPE is a bounded registry statement rather than a safety claim. Versioned machine-readable registry of seven first-person refusals — The author's seven red lines are recorded as a versioned registry that a proposed engagement is checked against via a strict intake gate. Nine-dimension evidence-gated ActionContext intake — Each intake must carry a VERIFIED evidence record for nine dimensions (purpose, end use, affected parties, provenance, legal basis, etc.) before policy matching. Adaptation of Turner's government AI red-line framework — Turner's organization-to-government red line and oversight framework serves as mechanism source, adapted to one practitioner without importing its authority. Deterministic registry hashing and canary attestation — Durability is implemented as hashing of canonical registry content and a canary that detects drift only against a prior copy held outside the writer's control. Five-fixture outcome-coverage battery through the real evaluator — A harness runs five ProposedAction fixtures, one per classification, through evaluate_action against the live registry at a fixed review date."},{"id":"work:Friedman2026GoldenLineTowardWhat204","type":"work","title":"Golden Line: Toward What Matters","url":"/works/Friedman2026GoldenLineTowardWhat204.html","external_url":"https://doi.org/10.5281/zenodo.21754237","full_text_url":"/papers/2026_GoldenLine/full_text.md","summary":"A directional instrument for recording long-horizon aspirations and observable movement toward them. It returns one of four directional readings per aspiration against a versioned registry and deliberately computes no ag","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","aspiration","long-horizon work","directional assessment","values in practice","research ethics","open science","non-compensatory reading"],"content":"Golden Line: Toward What Matters Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21754237 Friedman2026GoldenLineTowardWhat204 Computational Paper A directional instrument for recording long-horizon aspirations and observable movement toward them. It returns one of four directional readings per aspiration against a versioned registry and deliberately computes no aggregate: there is no virtue score, and NOT_OBSERVED means no valid entry was admitted rather than that nobody looked. Subtitle: An Aspirational Thread for Long-Horizon Work Code is MIT licensed; prose and figures are CC BY 4.0. See LICENSE in the repository. aspiration long-horizon work directional assessment values in practice research ethics open science non-compensatory reading Counter-signal precedence: any recorded declared counter-signal yields DRIFTING regardless of how many markers were observed or staleness. TOWARD requires every declared marker and no counter-signal; there is no partial credit, so all-but-one marker reads the same as none. Stale or date-unauditable fully-marked observations yield INQUIRY rather than DRIFTING; the currentness sweep shows an exclusive boundary (current at 90, stale at 91 days). The shipped registry declares 18 markers and 9 counter-signals, all distinct; the paper stresses this counts vocabulary, not fulfilment. The author acknowledges the instrument does not handle the adversarial case: an observer can file the tokens that produce a TOWARD. Python package with a versioned nine-entry aspiration registry — Each aspiration pairs a thread and horizon with lists of Markers (signs of movement toward) and Counter-signals (signs of movement away). Staged progress_report evaluator (intake, matching, decision) — Horizon entries are screened and normalized, matched against declared markers/counter-signals, and mapped to TOWARD, INQUIRY, DRIFTING, or NOT_OBSERVED without numeric scores. Formal definitions and propositions bound to named tests — The evaluator's decision rule is restated as definitions and propositions matching the code, each tied to a test, plus seven structural invariants with planted-bad detection tests. Descriptive analysis helpers and code-derived figures — Pure read-only helpers (signal_inventory, horizon_distribution, temporal_currentness_sweep, report_overview) generate figures, several replaying the evaluator on synthetic entries. Scholarship lineage for the founding aspirations — Situates the four founding aspirations in a lineage from practical wisdom and practice-internal goods through capabilities, repair, commons governance, and metric hazards."},{"id":"work:Friedman2026BlackLineStrongWork205","type":"work","title":"Black Line: Strong Work in Public","url":"/works/Friedman2026BlackLineStrongWork205.html","external_url":"https://doi.org/10.5281/zenodo.21754235","full_text_url":"/papers/2026_BlackLine/full_text.md","summary":"A positive practice instrument for concise, inspectable, revisable work. It reads self-declared tags and evidence labels against a versioned practice registry and returns one of four statuses over declaration coverage. I","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","research practice","declaration coverage","evidence discipline","scientific integrity","reproducibility","open science","engineering practice"],"content":"Black Line: Strong Work in Public Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21754235 Friedman2026BlackLineStrongWork205 Cognitive Security Paper A positive practice instrument for concise, inspectable, revisable work. It reads self-declared tags and evidence labels against a versioned practice registry and returns one of four statuses over declaration coverage. It measures whether the evidence a practice asks for was declared — never whether the work is true, good, or permitted; an ALIGNED reading authorizes nothing. Subtitle: A Positive Operating Discipline for Concise, Rigorous Research and Engineering Code is MIT licensed; prose and figures are CC BY 4.0. See LICENSE in the repository. research practice declaration coverage evidence discipline scientific integrity reproducibility open science engineering practice An ALIGNED status only means every required label for each applicable practice was declared fresh, never that a source is real or a claim true. Label-stuffing works: a research-tagged attempt declaring all 22 vocabulary labels with no artifacts returns ALIGNED. Coverage is asymmetric: 27 of the 55 tag-practice cells are applicable, computed directly from the registry. Seeded permutation sweeps confirm that once a declaration is non-empty the status never regresses, with the empty declaration as the intentional exception. The author makes a design and implementation claim only; no user study or outcome comparison was run. Versioned registry of eleven practices with coarse evidence labels — Encodes practices such as question-first framing, source traceability, and clean reruns as 'wires', each with reviewed tags and required evidence labels. Staged evaluate_work evaluator returning four statuses — Validates configuration and registry, then runs intake normalization, freshness partition, tag matching, and scoring to return ALIGNED, NEEDS_EVIDENCE, NEEDS_REWORK, or OUTSIDE_SCOPE. Structural invariants tested against planted-bad registries — Seven invariants check the registry's own shape, each demonstrated firing on a deliberately broken registry rather than only passing on the real one. Executed adversarial declarations against the real evaluator — Runs label-stuffing, tag-minimization, and refresh-date laundering attacks to show how self-declared inputs can game the status. Three claim classes with distinct evidentiary burdens — Separates implementation, methodological, and world/authority claims so that tests or citations do not silently change the type of claim made."},{"id":"work:Friedman2026CodomyrmexArtificialEcologyAgentic206","type":"work","title":"Codomyrmex: An Artificial Ecology for Agentic Software Development","url":"/works/Friedman2026CodomyrmexArtificialEcologyAgentic206.html","external_url":"https://doi.org/10.5281/zenodo.21750800","full_text_url":"/papers/2026_Codomyrmex/full_text.md","summary":"Agentic software can preserve task state while still forgetting the consequences of prior actions. Codomyrmex studies a narrow control-plane question: after a caller reports a failed action at one software location, can ","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","ai-agents","model-context-protocol","mcp","multi-agent","orchestration","colony-control-plane","stigmergy","artificial-ecology"],"content":"Codomyrmex: An Artificial Ecology for Agentic Software Development Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21750800 Friedman2026CodomyrmexArtificialEcologyAgentic206 Computational Paper Agentic software can preserve task state while still forgetting the consequences of prior actions. Codomyrmex studies a narrow control-plane question: after a caller reports a failed action at one software location, can the system deterministically increase friction for a materially similar proposal at that location without changing an unrelated target? Its Colony Control Plane records consequence reports and couples them to target-indexed signal pressure, agent trust, role labels, resource accounting, adversarial checks, and an explicit EXECUTE/HOLD/REFUSE gate. The implementation comprises 8 cooperating subsystems. The ordinary Model Context Protocol path remains caller-reported and unattested. Optional and required `ColonyKernel` attestation modes instead bind proposal, verdict, authorization, execution receipt, and outcome in a signed, hash-linked local ledger. That ledger protects lifecycle linkage but does not independently observe external actuation or establish deployment safety. Consequence records can use file-backed SQLite; the default MCP kernel and signal field remain process-local. Evaluation is limited to implementation properties and controlled fixtures. At composition time, the scoped Colony Kernel surface contains 819 passing tests with 76.6% branch coverage, 0 Ruff errors, and 0 ty diagnostics. A paired deterministic replay moves the same-target proposal from 0.875/EXECUTE to 0.725/HOLD after a reported failure while leaving an unrelated target unchanged. Separate fixtures exercise trust promotion, bounded arithmetic, linear signal decay, local attestation integrity, and interface behavior. These results support reproducible software contracts, not ecological optimality, calibrated risk, production harm reduction, or generalization to external workloads. The report contributes the typed control plane, transparent gate, coupled local feedback, authenticated local lifecycle option, and source-bound publication workflow. Generated variables, figures, citations, claim boundaries, and release receipts tie the rendered report to the evaluated checkout. End-to-end external-actuation attestation, restart-persistent field storage, representative benchmarks, and independent deployment validation remain open.\n\n---\nAssociated artifacts\nGitHub release: v1.3.0-paper (https://github.com/docxology/codomyrmex/releases/tag/v1.3.0-paper)\nDOI: https://doi.org/10.5281/zenodo.21750801\nZenodo: https://zenodo.org/records/21750801\nPDF SHA-256: eda76ad12a50bce01b113894c785e0915b6ba367f5bf67d17c8f586416102b93\\nConcept DOI: https://doi.org/10.5281/zenodo.21750800\\nVersion DOI: https://doi.org/10.5281/zenodo.21750801 ai-agents model-context-protocol mcp multi-agent orchestration colony-control-plane stigmergy artificial-ecology agentic-software-engineering falsification-worker actuation-gate trust-scoring The scoped Colony Kernel surface has 819 passing tests with 76.6% branch coverage, 0 Ruff errors, and 0 ty diagnostics. After a reported failure, the paired replay moves the same-target proposal from 0.875/EXECUTE to 0.725/HOLD while an unrelated target is unchanged. The author states these results support reproducible software contracts, not ecological optimality, calibrated risk, production harm reduction, or generalization to external workloads. The proposed comparative benchmark has not been run, and no raw trial traces are included in this release. Default state is in memory, so the artifact does not support claims that pressure, trust, or gate state survive process restarts, model swaps, or deployment across machines. Colony Control Plane with 8 named subsystems — The implementation separates signal storage, resource accounting, actuation gating, consequence records, role inference, pruning, deterministic falsification, and integration. Ternary EXECUTE/HOLD/REFUSE gate with weighted bounded score — Budget, effective local hazard, trust credit, and proposal completeness are combined into a weighted score with hard overrides that route each proposal. Stigmergic signal field with FAILURE and RISK pressure at target locations — Reported failures and prospective risks are stored separately in a process-local field, and the gate uses their maximum as the local hazard. Contract test suite using real subsystem instances — Tests check same-target inhibition, cross-target isolation, linear decay recovery, score bounds, trust updates, and interface behavior. Paired deterministic replay of same-target vs. unrelated-target proposals — Identical proposals are evaluated with and without a reported failure at the target location to test failure-to-gate coupling."},{"id":"work:Friedman2026THALIATypedHarnessAnalytical207","type":"work","title":"THALIA: Typed Harness with Analytical Lexical-Integrated Architecture","url":"/works/Friedman2026THALIATypedHarnessAnalytical207.html","external_url":"https://doi.org/10.5281/zenodo.21763244","full_text_url":"/papers/2026_THALIA/full_text.md","summary":"THALIA is an executable research harness for long-context memory systems. It combines typed stage contracts, inspectable context selection, evidence-preserving episodic state, lexical-first retrieval, and bounded compile","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","agentic systems","long-context memory","retrieval-augmented generation","reproducible research"],"content":"THALIA: Typed Harness with Analytical Lexical-Integrated Architecture Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21763244 Friedman2026THALIATypedHarnessAnalytical207 Computational Paper THALIA is an executable research harness for long-context memory systems. It combines typed stage contracts, inspectable context selection, evidence-preserving episodic state, lexical-first retrieval, and bounded compiler search with source-bound evaluation and reproducible artifact checks. The deterministic results are finite diagnostic evidence; model-quality, integrity-advantage, and production-readiness claims remain separately gated. agentic systems long-context memory retrieval-augmented generation reproducible research On the fixed 6-example diagnostic set the default configuration reaches composite 0.621 (token-F1 0.477, citation-support proxy 0.830, efficiency 0.854). The 8-candidate compiler search ties on this easy set, so configuration improvement is unobserved; its main output is an auditable trace with a tie rule. Replacing the extractive Reasoner with gemma3:4b changed mean token-F1 from 0.587 to 0.540 in the 24-example comparison, with an interval spanning zero. In the 40-question bottleneck slice, ranking recall is 1.00 but Inspector recall is 0.60; an adaptive context policy raised neural token-F1 from 0.086 to 0.171. The author reports operational provenance as the clearest advantage, with equality on poisoning and no general answer-quality advantage. Five-stage typed pipeline: Inspector, Retriever, Reasoner, Memory Gate, Compiler — Implements a long-context memory harness where each stage has a typed input/output contract, runnable implementation, evidence trace and declared scope. Offline lexical/hashing retrieval fused by weighted reciprocal-rank fusion — The deterministic core uses BM25/grep, hashing-based retrieval, weighted RRF, real SQLite state and bounded MIPRO/GEPA-style configuration search without network calls. Episodic-first memory: raw episodes appended before gated consolidation — The Memory Gate appends each raw turn to state before evaluating a derived memory delta, preserving source material for auditing. Tiered evaluation on LongMemEval-style, local, and LongMemEval_S slices — Evaluates a fixed 6-example diagnostic set, a 24-example local comparison with gemma3:4b, an external LongMemEval_S transfer slice, and a 40-question bottleneck slice. Injection and poisoning probes of cited excerpts — Recorded injection probes test whether cited excerpts contain a supplied gold value and measure a poisoning effect, as negative controls."},{"id":"work:Friedman2026PROJECTBONDSpecialAgent208","type":"work","title":"PROJECT BOND — The Special-Agent Operations Compendium","url":"/works/Friedman2026PROJECTBONDSpecialAgent208.html","external_url":"https://doi.org/10.5281/zenodo.21843592","full_text_url":"/papers/2026_PROJECTBONDSpecial/full_text.md","summary":"PROJECT BOND is a fleet of 33 independent software packages — 27 film packages, one per James Bond motion picture, plus 6 mission-infrastructure packages (a Q-branch utilities layer, a frozen mission protocol, mission co","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","software suite","special agent operations","James Bond","reproducible research","mission protocol","compendium"],"content":"PROJECT BOND — The Special-Agent Operations Compendium Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21843592 Friedman2026PROJECTBONDSpecialAgent208 Computational Paper PROJECT BOND is a fleet of 33 independent software packages — 27 film packages, one per James Bond motion picture, plus 6 mission-infrastructure packages (a Q-branch utilities layer, a frozen mission protocol, mission control, an orchestrator, a front-door CLI, and fleet operations). Each film package implements, as real tested algorithms, the concepts of its film: radiation forensics for Dr. No, gold-market cornering for Goldfinger, orbital-EMP modeling for GoldenEye, DNA-targeted bioweapon countermeasure modeling for No Time to Die.\n\nThe public source repository for the suite and this manuscript is\nhttps://github.com/docxology/bond. The repository will carry the source\nhistory, reproducibility instructions, generated release artifacts, and the\ncross-linked Zenodo record for this publication.\n\nThis compendium is the wrapper manuscript for the whole suite. It does not re-derive the packages' content by hand; it imports each of the 33 package manuscripts in full — every package's abstract, every authored section (introduction, methodology, results, conclusion, experimental setup, reproducibility, and scope), and its figures — framing them with this abstract, a generated suite-architecture chapter, and a closing synthesis. A unified bibliography merges every package's references into a single references.bib, and the combined PDF carries all 27 film chapters and 6 infrastructure chapters in their entirety.\n\nThe suite is \"special-agent material\" by construction: deterministic, no-mock, ≥90%-coverage-tested packages; provenance on every mission outcome; a frozen protocol every film implements; and cross-film missions (OPERATION OMNIBUS) executed over the real packages.\n\n---\nAssociated artifacts\nGitHub release: PROJECT BOND v1.0.0 (https://github.com/docxology/bond/releases/tag/v1.0.0)\nDOI: https://doi.org/10.5281/zenodo.21843802\nZenodo: https://zenodo.org/records/21843802\nPDF SHA-256: 72634276f9a90f1318be80ff0ece561ace2ead85559d2c05a11b86915e61fa0e software suite special agent operations James Bond reproducible research mission protocol compendium The aggregate gate ran pytest with a 90% coverage floor over the fleet and the compendium: 33 rows measured, all passing. Run over deterministic reference providers, the cross-film mission OPERATION_OMNIBUS executed 6 plan steps (goldfinger, goldeneye, no_time_to_die) and closed with an all-verdicts PASS. Two independent fresh runs of OPERATION_OMNIBUS produced byte-identical reports, manifests, checkpoints, outcomes and provenance files. An interrupted run resumed from its last completed step and produced a report byte-identical to a fresh run. In the Dr. No (CRAB KEY) package's deterministic scenario, both injected isotopes were recovered among the top identifications. 33-package software fleet: 27 film packages plus 6 infrastructure packages — Each James Bond film gets a standalone package implementing its concepts as tested algorithms; six packages supply shared utilities, protocol, control, orchestration, CLI and ops. Clean-copied template scaffold with a shared quality bar — One template_code_project scaffold was copied into 33 packages, each with deterministic cores, no mocks, and >=90% line+branch coverage. Frozen MissionProvider protocol (brief/recon/plan/execute/debrief) — bond-api freezes a five-phase mission contract that every film package implements and the orchestrator discovers. Generated compendium importing each package's full manuscript — A script imports and token-hydrates every package manuscript, figures and references into one combined PDF and unified bibliography. Example film model (Dr. No): gamma-spectrum ID, Gaussian plume, threat bands — The CRAB KEY chapter couples isotope identification on a 10-isotope line library, Pasquill-Gifford plume dispersion and a 5-band island threat assessor."},{"id":"work:Friedman2026DigiPPPiPDigitalPartnerPen209","type":"work","title":"DigiPPPiP: Digital Partner Pen Play in Parallel","url":"/works/Friedman2026DigiPPPiPDigitalPartnerPen209.html","external_url":"https://doi.org/10.5281/zenodo.21815704","full_text_url":"/papers/2026_DigiPPPiP/full_text.md","summary":"DigiPPPiP extends Partner Pen Play in Parallel (PPPiP) from a co-present paper practice into a reproducible framework for cyberphysical, remote, semisynchronous, asynchronous, accessible, and place-responsive dyadic draw","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","partner pen play in parallel","active inference","inter-brain synchrony","geometric hyperscanning","narrative information theory","neuroergonomics","digital placemaking","relational technology"],"content":"DigiPPPiP: Digital Partner Pen Play in Parallel Shrivastava, Siddhant Goh, Evelyn C. Alexandra Mikhailova Friedman, Daniel Ari Siddhant Shrivastava Evelyn C. Goh Daniel Ari Friedman Zenodo 10.5281/zenodo.21815704 Friedman2026DigiPPPiPDigitalPartnerPen209 Cognitive Security Paper DigiPPPiP extends Partner Pen Play in Parallel (PPPiP) from a co-present paper practice into a reproducible framework for cyberphysical, remote, semisynchronous, asynchronous, accessible, and place-responsive dyadic drawing . The framework is positioned within collaborative-work studies of shared drawing surfaces , cyber-physical-social systems , mediated embodiment and presence , digital intimacy technologies , and cautious hyperscanning methodology .\n\nThe manuscript translates the project brief into a modular research artifact: 9 temporal-spatial modalities, 13 evidence dimensions, 6 planned outcome measures, and 39 conceptual figures are generated or registered by the project code rather than hand-maintained prose. The computational layer is explicitly illustrative, not empirical: the active-inference, inter-brain-synchrony, Forman-Ricci, narrative-information, source-quality, accessibility, and neuroergonomic outputs are deterministic conceptual models designed to make theoretical commitments inspectable. Formal equations are consolidated in so the main line can state evidence boundaries before presenting mathematical detail.\n\nThe argument is that DigiPPPiP should be treated as human-human relational technology. Its irreducible design kernel is modest: two partners, a shared mark field, perceptible traces of agency, a temporal relation among contributions, and consentful control over persistence. Digital infrastructure expands the substrate of shared mark-making without replacing the second-person, embodied, narrative, and affective conditions that make the practice relationally meaningful . The manuscript explicitly avoids claims that DigiPPPiP is clinically therapeutic, universally accessible, or causally validated by neural synchrony; those remain empirical questions for controlled studies. Cross-references use Pandoc labels, so sections, equations, figures, and tables remain automatically numbered across PDF and web render targets.\n\n---\nAssociated artifacts\nGitHub release: v1.0.0 (https://github.com/docxology/Digi-PPPiP/releases/tag/v1.0.0)\nDOI: https://doi.org/10.5281/zenodo.21815704\nZenodo: https://zenodo.org/records/21815704\nPDF SHA-256: f5ca95ce77c7c5367c0a0e68d5b4a640f0865b4c2b0827fa78ff1babbcbd986d partner pen play in parallel active inference inter-brain synchrony geometric hyperscanning narrative information theory neuroergonomics digital placemaking relational technology reproducible research The authors identify a modest irreducible design kernel: two partners, a shared mark field, perceptible agency traces, a temporal relation among contributions, and consentful persistence control. The stated contribution is reframing PPPiP as a reproducible, partner-centered research program, not the existence of digital co-drawing. The authors argue active inference does explanatory work for a study only if it maps interface events to observations, defines partner-relevant policies, and distinguishes reciprocal updating from shared-stimulus effects. The paper explicitly disclaims that DigiPPPiP is clinically therapeutic, universally accessible, or causally validated by neural synchrony, leaving these to controlled studies. Three-by-three temporal-spatial taxonomy of dyadic drawing — Organizes study design by 3 temporal modes and 3 spatial configurations into 9 modality cells, generated by project code (src/taxonomy.py). Code-generated research artifact (modalities, dimensions, figures) — The manuscript's 9 modalities, 13 evidence dimensions, 6 outcome measures, and 39 conceptual figures are generated or registered by project code. Illustrative deterministic conceptual models (active inference etc.) — Active-inference, inter-brain-synchrony, Forman-Ricci, and other outputs are deterministic toy models meant to make theory inspectable, not empirical. Event-logging and governance protocol specification — Specifies timestamped actor/action/channel event rows, separated from the visible canvas, with consent and governance requirements; the example trace is illustrative. Dementia-care worked case study as boundary test — A single dementia-care case is used to stress-test the framework's assumptions, explicitly not as evidence of efficacy."},{"id":"work:Friedman2026RobustBeliefSharingFederated210","type":"work","title":"Robust Belief Sharing in Federated Active Inference: A Recovery-Tested Generalized-Variational Framework for Categorical Contamination-Aware Consensus","url":"/works/Friedman2026RobustBeliefSharingFederated210.html","external_url":"https://doi.org/10.5281/zenodo.21864003","full_text_url":"/papers/2026_RobustBeliefSharing/full_text.md","summary":"Multi-agent active inference gives a natural account of belief sharing: agents hold local posteriors over a shared latent state, communicate those beliefs, and pool them into a colony-level consensus. The same mechanism ","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","active inference","federated learning","generalised variational inference","belief sharing","robustness","FedGVI"],"content":"Robust Belief Sharing in Federated Active Inference: A Recovery-Tested Generalized-Variational Framework for Categorical Contamination-Aware Consensus Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21864003 Friedman2026RobustBeliefSharingFederated210 Active Inference Paper Multi-agent active inference gives a natural account of belief sharing: agents hold local posteriors over a shared latent state, communicate those beliefs, and pool them into a colony-level consensus. The same mechanism is fragile when a member is miscalibrated, corrupted, or strategically wrong. Because the standard pool multiplies the reports together, a single confident-but-wrong broadcast that puts near-zero mass on the true state can pull the whole consensus off it, outweighing many honest members. The colony therefore needs a way to preserve the useful structure of belief sharing while limiting the influence of contaminated beliefs. This paper presents Active Fedference, a discrete-categorical framework that connects robust federated generalized variational inference with active inference belief sharing. The main bridge is structural: standard belief sharing appears as the non-robust corner of a broader generalized-Bayes family, while robust losses, conservative server fusion, and explicit aggregation diagnostics describe how the system moves away from that corner under declared contamination mechanisms. The result is not a replacement for belief sharing, but a containment result: ordinary belief sharing is recovered when robustness is turned off. Bounded-loss theory applies on the client axis, while the variational-server axis supplies an objective-backed redescending weight update. The manuscript separates three robustness axes that are often conflated. First, client-side generalized-Bayes updates change how each agent absorbs evidence; this is the rigorous axis, carrying FedGVI’s bounded-influence result only under the source theorem’s loss, model, and contamination assumptions. Second, a sharp server-side reweighting heuristic suppresses beliefs that pull away from the emerging consensus, while carrying only its recovery-limit guarantee — no proven objective and no bounded-influence bound. Third, a variational aggregation rule supplies a more conservative objective-backed server alternative, with a raw effective-weight bound but not an estimator-level bounded-influence proof for the normalized consensus. Keeping these axes separate lets the paper state exactly which claims are proven, which are empirical, and which remain engineering extensions. The study suite then exercises the framework as an end-to-end research system: recovery checks anchor the standard-Bayes limit, belief-sharing studies verify the communication baseline, contamination experiments test robust consensus, and extension studies probe moving agents, hierarchical latent structure, sensitivity to acuity and colony size, parameter recovery, and single-host socket-backed federation traces. All reported quantities are generated from deterministic analysis artifacts and injected into the manuscript by token, so the paper, figures, release package, and validation reports remain tied to the same execution record. The open-source repository is ActiveInferenceInstitute/Active_Fedference . The production Zenodo release DOI is 10.5281/zenodo.21864004, and the repository and deposited PDF point to each other through this DOI and the repository URL. active inference federated learning generalised variational inference belief sharing robustness FedGVI Recovery contract: KL/NLL client limits recover closed-form Bayes and the zero-robustness server branch recovers the log-linear pool, with maximum deviations of 5.55e-17 and 0. Across 960 paired trials at the verdict contamination rate, the headline robust method (RKL) reached accuracy 0.9867 versus 0.9021 for the naive pool. The server heuristic is regime-dependent: at the most severe swept rate the best robust mean reached 0.9880 versus 0.6928 for the standard pool, an operating-point contrast only. In a disjoint-observation extension, communicating agents (0.493) outperformed isolated agents (0.326) across 128 seeds, framed as evidence for that configuration only. The authors state the evidence does not establish universal Byzantine tolerance, truth recovery, calibration, or an optimal robustness parameter. Discrete-categorical NumPy/SciPy reimplementation of FedGVI primitives — FedGVI generalized-Bayes primitives (divergences, bounded losses, generalized posterior, cavity algebra, robust aggregation) were reimplemented for categorical beliefs. Three-step federation protocol: local update, broadcast, server fusion — Agents form generalized-Bayes posteriors against their cavity, broadcast them, and a server fuses them, with each agent's heard consensus excluding its own message. Server rules: sharp reweighting heuristic and variational aggregate — Two server aggregators are compared: a divergence-reweighting heuristic and an objective-backed variational_aggregate derived from an aggregation free energy. Paired Wilcoxon tests with BH-FDR and bootstrap CIs over 960 trials — Robust-vs-naive contrasts under contamination use matched-pairs Wilcoxon signed-rank tests deflated with Benjamini-Hochberg FDR and bootstrap confidence intervals. Simulation study suite on a 7-agent, 9-location sentinel POMDP — Studies run on a fixed ensemble of 7 agents sharing a 9-location factor (seed 0), plus acuity recovery, disjoint-observation and MLP-transfer extensions."},{"id":"work:Friedman2026ActiveSkillferenceValidatedPrerequisite211","type":"work","title":"Active Skillference: A Validated Prerequisite Graph, Computational Claim Registry, and SkillTree Delivery Contract","url":"/works/Friedman2026ActiveSkillferenceValidatedPrerequisite211.html","external_url":"https://doi.org/10.5281/zenodo.21865643","full_text_url":"/papers/2026_ActiveSkillference/full_text.md","summary":"Active Inference and the Free Energy Principle (FEP) provide model-based accounts of belief updating, learning, and action under uncertainty. We present Active Skillference, a provenance-bound curriculum-generation and S","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","active inference","free energy principle","variational inference","Bayesian inference","information theory","curriculum","prerequisite graph","SkillTree"],"content":"Active Skillference: A Validated Prerequisite Graph, Computational Claim Registry, and SkillTree Delivery Contract Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21865643 Friedman2026ActiveSkillferenceValidatedPrerequisite211 Active Inference Paper Active Inference and the Free Energy Principle (FEP) provide model-based accounts of belief updating, learning, and action under uncertainty. We present Active Skillference, a provenance-bound curriculum-generation and SkillTree-export system for teaching those formal ideas. The paper evaluates structural validity, quantitative provenance, citation-role coverage, and artifact reproducibility; it does not evaluate learner outcomes, establish a new theory of Active Inference, or present an intelligent tutoring system. The curriculum is expressed as code: a typed, validated directed acyclic graph of 630 skills across 111 subjects spanning all 8 strata (mathematics -> probability -> information theory -> variational methods -> the FEP -> active inference -> computation -> applications), connected by 1199 prerequisite edges with a maximum dependency depth of 75 (of which the substantive concept chain accounts for 33; the remaining depth is per-stratum review and mastery sequencing rather than conceptual prerequisite, as the methodology details). Its defining feature is content-provenance binding: every quantitative value shown to a learner is produced by a tested computational kernel and inserted through a typed claim token, never hand-typed, and the build refuses to export if a claim is unbacked or if a bare result number appears in learner prose, manuscript prose, or correct numeric quiz answers. The contribution is therefore a systems and curriculum-infrastructure artifact: it makes a formal subject inspectable and deliverable, but does not claim that the resulting path is optimal for every learner. The validated graph exports directly into SkillTree’s data model (Project -> Subjects -> Skills with learning-path dependencies and quiz-gated completion), includes a scripted REST seeding path for a configured instance, and is mirrored by a local dashboard that exposes generated artifacts, figures, claim ledgers, scholarship audits, and graph diagnostics without taking ownership of learner progress or scoring from SkillTree. The result is a curriculum with a validator-backed artifact chain: re-running the kernels regenerates the claim ledger, figures, manuscript variables, SkillTree export, and learner-facing numbers, so the platform’s teaching claims remain bounded by what the code, citations, validators, and documented limitations actually support. active inference free energy principle variational inference Bayesian inference information theory curriculum prerequisite graph SkillTree computational provenance micro-learning reproducible research The graph connects 630 skills in 111 subjects by 1199 prerequisite edges with maximum dependency depth 75, of which the substantive concept chain accounts for 33. Reports a bounded engineering result: a contested formal subject can be represented as an inspectable prerequisite graph whose contracts are checked separately. States these are properties of the build, not evidence that the chosen order is optimal for learners or that the framework is empirically confirmed. Positions the release as a candidate foundation for a later adaptive study, not an adaptive system, with SkillTree owning progress and scoring. Typed, validated DAG curriculum of skills across 8 Active Inference strata — Encodes the curriculum as code from mathematics through FEP and active inference to applications, with prerequisite edges validated as a DAG. Content-provenance binding via tested kernels and typed claim tokens — Learner-facing numbers come only from tested computational kernels via claim tokens; the build refuses export on unbacked claims. Export to SkillTree's Project-Subject-Skill model with REST seeding — Exports the validated graph into SkillTree with learning-path dependencies and quiz-gated completion, plus a scripted REST seeding path. Deterministic artifact evaluation of structure, provenance, citations, reproducibility — Evaluates structural validity, quantitative provenance, citation-role coverage and artifact reproducibility, explicitly not learner outcomes. Kernel-backed VFE/EFE teaching examples on small discrete models — Supplement derives model-bounded examples such as noisy-sensor posteriors, EFE policy comparison, sum-product inference and Dirichlet learning."},{"id":"work:Friedman2026DocxplusIntelligentDocumentContainer212","type":"work","title":"docxplus — the Intelligent Document Container","url":"/works/Friedman2026DocxplusIntelligentDocumentContainer212.html","external_url":"https://doi.org/10.5281/zenodo.21983948","full_text_url":"/papers/2026_DocxplusIntelligentDocument/full_text.md","summary":"A standards-first reference implementation of a byte-valid OOXML .docx that also carries a modular, Ed25519-signed, AES-256-GCM-encrypted intelligence layer through spec-sanctioned side-channels, with an optional bridge ","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","OOXML","DOCX","Open Packaging Conventions","steganography","document security","reproducible research"],"content":"docxplus — the Intelligent Document Container Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.21983948 Friedman2026DocxplusIntelligentDocumentContainer212 Computational Paper A standards-first reference implementation of a byte-valid OOXML .docx that also carries a modular, Ed25519-signed, AES-256-GCM-encrypted intelligence layer through spec-sanctioned side-channels, with an optional bridge to the docxology/steganographer signed-packet backend. OOXML DOCX Open Packaging Conventions steganography document security reproducible research In the reference dossier, all 5 modules across all 4 sealing lineages extracted and verified, and the container passed OPC conformance. Carrying a 14-file, 9-directory project tree into both .docx and .odt containers, all 18 of 18 round-trip invariants held, with byte-identical packed payloads between profiles. The round-trip harness found that packing followed symbolic links, embedding link targets such as an SSH key; symlinks are now refused by default. The chi-squared detector flags fully embedded sealed (ciphertext) carriers but does not detect unsealed low-entropy payloads at any fill rate. Fourteen adversarial review cycles closed 88 confirmed findings, and a sample-pair analysis estimator was withdrawn after proving mis-scaled by roughly an order of magnitude. Dual-contract design: OPC/ODF surface contract plus signed intelligence manifest — A single archive is both a conforming .docx/.odt and a carrier of typed payload modules indexed by an Ed25519-signed manifest. Per-module sealing (Argon2id/Scrypt + AES-256-GCM, X25519, Shamir k-of-n, decoys) — Payloads are sealed individually rather than encrypting the whole package, with slot names bound as AES-GCM additional authenticated data. Five spec-sanctioned transport channels incl. LSB steganography — Implements custom XML parts, auxiliary package parts, custom document properties, MCE choice blocks, and LSB embedding in displayed images. Merkle-tree provenance with composite surface digest and transparency log — Signs a Merkle root over modules together with a digest of every part, content type and relationship; attestations go into a log anchored by a signed tree head. Mock-free test harness, project round-trip, chi-squared steganalysis and red-team review — Evaluated with 467 mock-free tests at a 90% coverage gate, an in-tree chi-squared LSB detector, a project round-trip harness, and 14 adversarial review cycles."},{"id":"work:Friedman2026CognitiveIntegrityFrameworkComputational213","type":"work","title":"Cognitive Integrity Framework: Computational Validation and Empirical Analysis (Part 2 of 3: Implementation, Empirical Analysis, and Adversarial Evaluation)","url":"/works/Friedman2026CognitiveIntegrityFrameworkComputational213.html","external_url":"https://doi.org/10.5281/zenodo.22134545","full_text_url":"/papers/2026_CognitiveIntegrityFramework/full_text.md","summary":"This paper presents the computational validation of the Cognitive Integrity Framework (CIF) whose formal foundations are established in Part 1 (DOI: 10.5281/zenodo.18364119). We implement the CIF defense suite --- cognit","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","cognitive security","multiagent systems","AI safety","prompt injection","trust calculus","defense in depth"],"content":"Cognitive Integrity Framework: Computational Validation and Empirical Analysis (Part 2 of 3: Implementation, Empirical Analysis, and Adversarial Evaluation) Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22134545 Friedman2026CognitiveIntegrityFrameworkComputational213 Cognitive Security Paper This paper presents the computational validation of the Cognitive Integrity Framework (CIF) whose formal foundations are established in Part 1 (DOI: 10.5281/zenodo.18364119). We implement the CIF defense suite --- cognitive firewalls, belief sandboxes, tripwires, drift and anomaly scoring, trust calculus with bounded delegation, provenance tracking, and Byzantine-tolerant consensus --- and evaluate it on an integrated 1,475-item attack corpus spanning fifteen categories, together with a 120-item benign corpus whose harder half carries attack-adjacent vocabulary. Multi-tier evaluation. Real pipeline evaluation across 30 seeds yields a mean detection rate of 86.3% (95% CI 85.5%-87.1%) at an 18.5% false-positive rate on the Claude Code architecture, measured on an injection-only 100-sample-per-seed arm. LLM-backed validation (N=10, Gemma 3 4B) reaches 80-100% across two topologies and is reported as preliminary and underpowered. Colony benchmarks at 20-100 agents reach 81-100% on structured adversarial scenarios, with emergent misalignment the hardest case at 74.3% detection and a 25.5% false-positive rate. Parametric simulation (N=3,800) characterises a 96-100% design-level ceiling across four production architectures, and is labelled a simulation rather than a measurement wherever it appears. Ablation on a 100-attack corpus attributes almost all marginal detection to the Invariants module: the full pipeline reaches 89.0% true-positive rate, removing Invariants costs 65 percentage points, removing the Tripwire costs two, and removing any other module costs nothing the corpus can measure. The layered architecture is therefore only partly borne out, and the paper says so. An undefended control arm places the defense's cost at +0.610 ms at the median and +32 KiB peak. Measured as ranked scorers, the drift score and the firewall pattern matcher fall below chance (AUC 0.374 and 0.383, intervals excluding 0.5). Every quantity the three papers share is derived from a single ledger and gated in continuous integration; no reported number is typed by hand. All experiments are deterministically reproducible at seed 42, and the code, corpora and artifacts are at https://github.com/docxology/cognitive_integrity. This is Part 2 of the three-part Cognitive Security for Multiagent Operators series: - Part 1 (DOI: 10.5281/zenodo.18364119): formal foundations and theoretical analysis - Part 2 (this paper): computational validation and implementation - Part 3+4 merged (DOI: 10.5281/zenodo.18364130): unified practitioner guidance and cross-domain applications cognitive security multiagent systems AI safety prompt injection trust calculus defense in depth Ablation identified the Invariants module as the highest-marginal-contribution component (delta TPR = -0.650 when removed, 73% of pipeline detection). The author reports a 9.7-11 percentage-point gap between the parametric ceiling (96-100%) and measured pipeline performance (86.3% multi-seed, 89.0% ablation). The layered defense architecture is only partly borne out: the strongest pairwise synergies were about +0.050, far below the Invariants module's contribution. Trust decay with bounded delegation prevented trust amplification, with 100% sybil detection at 0% FPR in colony-scale simulation. Emergent misalignment without explicit adversaries was the hardest colony scenario (74.3% detection, 25.5% FPR). Python implementation of the CIF defense suite — Cognitive firewalls, belief sandboxes, trust calculus with bounded delegation, tripwires, behavioral invariants and Byzantine-tolerant consensus were built as tested modules. Synthetic template-generated attack corpus (seed 42) — Attacks are generated by deterministic template expansion, not drawn from published benchmarks; the paper describes both a 950-item and a 1,475-item integrated version. Multi-seed pipeline evaluation and leave-one-out ablation studies — The real pipeline was run across 30 seeds on an injection-only arm, and ablations on a 100-attack corpus measured each module's marginal contribution. LLM-backed multiagent validation with Gemma 3 4B via Ollama (N=10) — A small LLM-backed arm tested Claude Code and CrewAI topologies; the author reports it as preliminary and underpowered. Colony benchmarks (20-100 agents) and parametric simulation (N=3,800) — Structured adversarial colony scenarios and a calibrated parametric simulation across four architectures characterize scale behavior and the design-level ceiling.","image_count":1},{"id":"work:Friedman2026CognitiveIntegrityFrameworkPractical214","type":"work","title":"Cognitive Integrity Framework: Practical Applications and Deployment Guide (Part 3: Practitioner Guidance and Cross-Domain CIF-AD-OODA Applications)","url":"/works/Friedman2026CognitiveIntegrityFrameworkPractical214.html","external_url":"https://doi.org/10.5281/zenodo.22134547","full_text_url":"/papers/2026_CognitiveIntegrityFramework2/full_text.md","summary":"This unified paper (originally Parts 3 and 4 of the Cognitive Security for Multiagent Operators series) combines the practitioner deployment guide with a rigorous cross-domain application of the Cognitive Integrity Frame","year":2026,"domain":"Cognitive Security","tags":["Paper","Cognitive Security","bibliography","cognitive security","multiagent systems","AI safety","prompt injection","trust calculus","defense in depth"],"content":"Cognitive Integrity Framework: Practical Applications and Deployment Guide (Part 3: Practitioner Guidance and Cross-Domain CIF-AD-OODA Applications) Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22134547 Friedman2026CognitiveIntegrityFrameworkPractical214 Cognitive Security Paper This unified paper (originally Parts 3 and 4 of the Cognitive Security for Multiagent Operators series) combines the practitioner deployment guide with a rigorous cross-domain application of the Cognitive Integrity Framework (CIF). **Practitioner Guidance (§1–§8).** Translates the formal results of Parts 1 and 2 into accessible engineering guidance: operator posture assessment, human oversight checklists, agent security invariants, deployment configuration, risk assessment, attack scenarios, subagent hardening, incident-response playbooks, monitoring strategies, cost–benefit analysis, common pitfalls, case studies, and operator risk frameworks. **Cross-Domain Applications (§9–§10).** The CIF-AD-OODA integration model is applied to analyze Goal Hijacking across ten critical domains. Cross-domain synthesis reveals three universal attack patterns and four novel defense extensions. This is Part 3+4 of a three-part series: - Part 1 (DOI: 10.5281/zenodo.18364119): Formal foundations and theoretical analysis - Part 2 (DOI: 10.5281/zenodo.18364128): Computational validation and implementation - Part 3+4 (this paper): Practitioner guidance and cross-domain CIF-AD-OODA applications cognitive security multiagent systems AI safety prompt injection trust calculus defense in depth The cross-domain analysis identifies three universal Goal Hijacking patterns, with FR Polarity Inversion the most prevalent (5 of 10 domains). All five canonical CIF mechanisms appear across the ten domains, each as a primary defense in at least three, and no domain needed mechanisms outside the CIF vocabulary. Four domains contributed proposed new defense patterns: verification channel separation, active perturbation probing, physics-informed invariants, and semiotic decoupling. Summarizing Part 2, the guide distinguishes a 96–100% parametric detection ceiling from a lower real-pipeline 30-seed mean of 86.3%. Per Part 2's colony benchmark, emergent misalignment had the lowest detection rate (74.3%) of any evaluated scenario. CIF-AD-OODA integration model with a five-step domain template — Combines CIF defense mechanisms, Axiomatic Design structural analysis, and the OODA loop into one model applied to Goal Hijacking via a standardized five-step template. Qualitative application across ten operational domains — Applies the model to domains including rare-earth mining, drone warfare, supply chain, biowarfare, food security, trade wars, infrastructure, and information ecosystems. Retrospective mapping of six documented 2024–2025 AI-agent incidents — Maps incidents such as the Replit agent meltdown, a GitHub Copilot RCE, and Slack AI exfiltration onto the attack-pattern taxonomy and CIF mechanisms. Practitioner synthesis of Part 1 formalism and Part 2 experiments — Restates the trust calculus, adversary hierarchy, and Part 2 detection results in accessible language with deployment recommendations; no new experiments are run here.","image_count":9},{"id":"work:Friedman2026ForensicAuditMillenniumLeanClay215","type":"work","title":"Forensic Audit of the MillenniumLean Clay-Proof Package (AIX Global)","url":"/works/Friedman2026ForensicAuditMillenniumLeanClay215.html","external_url":"https://doi.org/10.5281/zenodo.22243472","full_text_url":"/papers/2026_MillenniumAudit/full_text.md","summary":"Statement-level forensic audit of the MillenniumLean package (AIX Global, Zenodo 10.5281/zenodo.22226553), which claims kernel-checked Lean 4 proofs of the six remaining Clay Millennium Problems. The audit independently ","year":2026,"domain":"Other","tags":["Report","Other","bibliography","lean-4","formal-verification","millennium-prize-problems","claim-audit","adversarial-review","evidence-first"],"content":"Forensic Audit of the MillenniumLean Clay-Proof Package (AIX Global) Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22243472 Friedman2026ForensicAuditMillenniumLeanClay215 Other Report Statement-level forensic audit of the MillenniumLean package (AIX Global, Zenodo 10.5281/zenodo.22226553), which claims kernel-checked Lean 4 proofs of the six remaining Clay Millennium Problems. The audit independently reproduces every kernel-hygiene claim (clean build, zero sorry, zero project axioms) under the pinned toolchain, then audits what the theorem types actually say. Verdict: none of the six problems is resolved. lean-4 formal-verification millennium-prize-problems claim-audit adversarial-review evidence-first The package's kernel claims hold and reproduce exactly: clean build, zero live sorry, zero project axioms, and only standard axiom footprints. The claimed final theorems are evidentially void: conditional implications with unproved premises, definitions of the open statements, or true theorems about unrelated simple objects. The 'universalization tower' certifying Hodge, BSD and Navier-Stokes proves only that 0 < n + 1 for all naturals. Verdict: none of the six Clay problems is resolved; the audit disputes no kernel output, only what those outputs are claimed to demonstrate. Independent kernel reproduction under the pinned Lean 4/mathlib toolchain — Rebuilt the MillenniumLean package with the exact pinned Lean toolchain and mathlib revision and re-ran its axiom report to check its kernel-hygiene claims. Statement-level binder parsing compared against official Clay statements — Parsed each claimed final theorem with a binder extractor and classified it against the official Clay problem statements as conditional, definition-only, or off-topic. Script-checked, line-anchored quotation of the package source — Verified all line-anchored quotations in the fourteen finding reports against the extracted package bytes by script, and disclosed an earlier failed draft. Test suite asserting audit facts on real package bytes — Used fifteen test files that assert audit facts against the actual package bytes without mocks."},{"id":"work:Friedman2026SkillarumConditionallyReproducibleWebsite216","type":"work","title":"Skillarum: Conditionally Reproducible Website-to-Agent-Skill Compilation","url":"/works/Friedman2026SkillarumConditionallyReproducibleWebsite216.html","external_url":"https://doi.org/10.5281/zenodo.22663906","full_text_url":"/papers/2026_Skillarum/full_text.md","summary":"Skillarum turns selected public website pages into portable SKILL.md documents for agent harnesses such as Codex, Claude Code, and Hermes. Work is separated into five inspectable stages: acquire, prepare, process, parse,","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","website extraction","agent skills","provenance","reproducibility","prompt injection","static compilation"],"content":"Skillarum: Conditionally Reproducible Website-to-Agent-Skill Compilation Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22663906 Friedman2026SkillarumConditionallyReproducibleWebsite216 Computational Paper Skillarum turns selected public website pages into portable SKILL.md documents for agent harnesses such as Codex, Claude Code, and Hermes. Work is separated into five inspectable stages: acquire, prepare, process, parse, and render.\n\nThe crawler restricts acquisition to configured HTTP(S) origins, honours robots.txt, validates redirects, and records provenance for every page. Source text is delimited as untrusted data for LLM generation; generated code is never executed.\n\nThe deterministic backend is offline and source-extractive; optional OpenAI and Ollama backends provide provider generation with typed fallback traces. Rendered skills carry provenance manifests, and an evidence-gated research package aggregates run observations into descriptive statistics, figures, and a scholarly manuscript.\n\nThis release pairs the software source snapshot with the companion manuscript PDF. website extraction agent skills provenance reproducibility prompt injection static compilation Across 7 completed observations from 2 source profiles, the package-valid rate was 100.0%, with 0 fallback observations and 5 truncated pages. The author stresses these rates are conditional on run completion and descriptive, not an end-to-end success probability or population estimate. Source coverage was 37 of 37 page mappings, with a 95% model reference interval of 90.5% to 100.0%. Human-review agreement is pending: the report contains no rater identifiers or shared cases, so no inter-rater statistic is reported. The paper states it does not establish improved semantic quality, lower latency, complete coverage or downstream safety; these remain hypotheses. Five-stage pipeline: acquisition, preparation, generation, parsing, rendering — Skillarum turns selected server-rendered pages into SKILL.md packages through separated stages that record page hashes, URLs, request events, provider attempts and integrity metadata. SHA-256 content-aware cache identities and provenance predicates — Defines a formal model with hashed cache identities and a provenance-completeness predicate combining package-level provenance with pagewise lineage. Interchangeable generators with deterministic default and fallback — Deterministic, OpenAI, Ollama, command and fallback generators with typed retry traces; all recorded backends in the reported runs were deterministic. Live case studies on two configured website source areas — Evaluation runs on Math 4 Wisdom and Active Inference Institute website profiles and their target bundles, alongside local fixture tests for redirects, robots, injection and caching. Clopper–Pearson reference intervals and planned weighted Cohen kappa — Reports rates with exact binomial reference intervals and a seeded bootstrap policy; human-review agreement is to use linear-weighted kappa once two raters exist.","image_count":12},{"id":"work:Friedman2026FractiSkillsOnePortableAgent217","type":"work","title":"FractiSkills: One Portable Agent Skill per Page","url":"/works/Friedman2026FractiSkillsOnePortableAgent217.html","external_url":"https://doi.org/10.5281/zenodo.22712650","full_text_url":"/papers/2026_FractiSkills/full_text.md","summary":"FractiSkills treats an entire website as a corpus of agent skills: every reachable page is normalized into a SKILL.md-style artifact so that a whole site — not a single document — becomes loadable context for an agent. T","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","agent skills","SKILL.md","web scraping","Skillarum","reproducible research","digital art documentation","provenance"],"content":"FractiSkills: One Portable Agent Skill per Page Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22712650 Friedman2026FractiSkillsOnePortableAgent217 Computational Paper FractiSkills treats an entire website as a corpus of agent skills: every reachable page is normalized into a SKILL.md-style artifact so that a whole site — not a single document — becomes loadable context for an agent. The work is organized around a four-stage pipeline — discover, render, publish, research — with Skillarum serving as the engine that turns raw crawl output into citable, receipt-bearing skill documents. Discovery unions the declared sitemap with a bounded, robots-respecting breadth-first crawl (reaching a maximum depth of 5), resolves redirect and canonical aliases, and partitions every page into site-derived sections; the render stage emits one receipt-bearing skill per page; publish and research then validate, organize, and measure the corpus.\n\nThe resulting corpus covers 405 pages from 53 sitemap URLs, organized into 12 sections and 405 skills totaling 497896 words (3887524 characters). Augmentation — a declared, same-origin document retrieval for client-rendered pages — was attempted 173 times and succeeded 169 times (1988848 document characters retrieved), with 4 failures recorded as receipts. The size effect is stark: augmented skills have a median of 1824 words versus 486 for static pages, a ratio of 3.8$\\times$. The run issued 417 network requests, all evidence origins marked live, under pipeline version 0.8 and cache version 7.\n\nReproducibility is enforced rather than promised: every statistic in this manuscript is emitted as a token that must resolve against a machine-generated data contract, and every page carries a fetch receipt — URL, timestamp, SHA-256 content hash, and augmentation status — so any number can be traced to a specific observation within the 2026-09-10T23:51:05.959201+00:00 through 2026-09-10T22:19:21.394219+00:00 (UTC) window. Failed augmentations are reported, not silently dropped. Keywords: agent skills, SKILL.md, web scraping, Skillarum, provenance, reproducible research.\n\n---\nAssociated artifacts\nGitHub release: v0.1.0 (https://github.com/docxology/FractiSkills/releases/tag/v0.1.0)\nDOI: https://doi.org/10.5281/zenodo.22712651\nZenodo: https://zenodo.org/records/22712651\nPDF SHA-256: af96db3ef73bb648ddbfed92c2c4f9dff099e772ca9e9ff0041101eeb6135b4b agent skills SKILL.md web scraping Skillarum reproducible research digital art documentation provenance The run produced a corpus of 405 pages from 53 sitemap URLs, in 12 sections and 405 skills totaling 497896 words. Sitemap-only ingestion would have missed 88.9% of the corpus: 360 of 405 pages were found only by the crawl, including all Ship-Blog and Voyage content. Augmentation succeeded in 169 of 173 attempts, with the 4 failures recorded as receipts rather than dropped. Augmented skills had a median of 1824 words versus 486 for static pages, a 3.8x ratio. The modal BFS depth was 4, holding 53% of pages, with the deepest page at depth 5. Four-stage discover-render-publish-research pipeline built on Skillarum v0.2.0 — Normalizes every reachable page of a website into one SKILL.md-style skill, with each stage a separately testable module. Sitemap-union-crawl discovery with canonical alias resolution — Unions the declared sitemap with a bounded, robots-respecting BFS crawl, deduplicating URLs by canonical or final post-redirect identity. Declared same-origin JSON augmentation for client-rendered pages — An AugmentedGenerator retrieves documents behind client-rendered shells from reviewed endpoints and stamps per-fetch receipts. Case study: crawl of the SS Vibelandia Omniversal Canvas website — Applies the pipeline to the SS Vibelandia site, which mixes static pages, client-rendered readers, JSON catalogs and redirect stubs. Token-bound manuscript statistics with per-page fetch receipts — Every reported statistic resolves against a generated data contract; each page carries URL, timestamp and SHA-256 hash.","image_count":14},{"id":"work:Friedman2026AgenticSecurityOperatingSystems218","type":"work","title":"Agentic Security and Operating Systems: A Deep Review and Prospectus of OpSec, Cognitive Security, and Agentic Cyber Security","url":"/works/Friedman2026AgenticSecurityOperatingSystems218.html","external_url":"https://doi.org/10.5281/zenodo.22754351","full_text_url":"/papers/2026_AgenticSecurityOperating/full_text.md","summary":"AI agents now hold genuine system authority: they execute code, touch credentials, open network egress, parse hostile documents, and in many deployments initiate or approve changes to the very infrastructure they run on.","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","agentic security","operating systems","compartmentalization","capability mediation","Qubes OS","NixOS","cognitive security","operational security"],"content":"Agentic Security and Operating Systems: A Deep Review and Prospectus of OpSec, Cognitive Security, and Agentic Cyber Security Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22754351 Friedman2026AgenticSecurityOperatingSystems218 Computational Paper AI agents now hold genuine system authority: they execute code, touch credentials, open network egress, parse hostile documents, and in many deployments initiate or approve changes to the very infrastructure they run on. This review, dated 2026-09-10, examines what that shift does to operating-system security. The primary scenario is a technically capable operator whose workstation faces both **exploitation** — an attacker compromising a browser, parser, dependency, or agent tool and then crossing a boundary — and **authorized misuse** — an attacker persuading an agent to use its existing, legitimate access to exfiltrate secrets or authorize consequential actions. The second path requires no kernel exploit at all, which reframes the evaluation: the axis of analysis is the authority a component already holds, not merely the difficulty of exploiting it. This revision (0.7.0) refreshes the evidence base through September 11, 2026. The offensive baseline expands from four primary sources to the incident record now available: the NCSC assessments of January 2024 and May 2025, the Anthropic campaign investigation of November 2025 — whose tradecraft MITRE has canonized as campaign C0062 — the August 2025 \"vibe hacking\" report and the September 2026 threat-intelligence report on credential theft, OpenAI's disruption reporting and its October 2025 counterpoint, Google GTIG's analysis of an autonomous credential-harvesting campaign, the OpenAI–Hugging Face evaluation incident of July 2026, the UK AI Security Institute's unsanctioned-behavior incident (nineteen out-of-scope actions across seven models), and DARPA's AIxCC finals, where AI systems identified and patched vulnerabilities, including real, non-synthetic ones, at measured rates. The platform reviews absorb the 2026 record: Qubes 4.3.0 (Xen 4.19, the sys-gui split, the Devices API, the salt management model, and the QSB-118 dom0 injection, CVE-2026-82636) and Nix 2.34/2.35 with its advisory chain, the removal of the hardened profiles, and 95.18 percent measured ISO reproducibility. The analysis is situated against the standards landscape — the OWASP Agentic AI Threats and Mitigations guide and the December 2025 Top 10 for Agentic Applications, CSA's MAESTRO framework, the NIST AI Agent Standards Initiative, and the CISA-led Five-Eyes adoption guidance — and against the convergent sandboxing practice of the major coding agents, which together motivate the OS-level lens this review applies. A defensive-stack matrix (24 candidates against eight mitigation classes) joins the candidate–property matrix as a second deterministic artifact. The review extends the underlying architectural assessment into three domains the source treatment only touches implicitly: **cognitive security** (the authorized-misuse surface, where persuasion substitutes for exploitation), **operator OpSec** (the practices that keep compartmentalization real under workload pressure), and **agent-orchestration security** (the boundary design of multi-agent systems themselves). Deep reviews of Qubes OS and NixOS anchor the analysis. The review ships its concepts in two forms: the prose analysis, and a harness-neutral skill library (a `skills/` registry with conformance tests, following [@cogsecskills2026]) that lets an agent harness apply the evaluation vocabulary, the authority ladder, and the other review concepts directly. The evaluation artifacts — the candidate–property matrix and the defensive-stack matrix — regenerate deterministically from pinned data modules. The work is citable via its Zenodo DOI (printed on the cover). Keywords: agentic security, operating systems, compartmentalization, capability mediation, Qubes OS, NixOS, threat modeling, cognitive security, operational security, agent orchestration, offensive AI, reproducible builds. Source and skills: https://github.com/docxology/agentic_os_security (evaluation layer, skills library, and this manuscript regenerate from pinned data modules). agentic security operating systems compartmentalization capability mediation Qubes OS NixOS cognitive security operational security agent orchestration offensive AI The review argues that delegated legitimate authority, not exploit difficulty, should be the primary evaluation axis for agent-bearing systems. Across the documented agentic incidents reviewed, damage was bounded by a boundary or human gate rather than by model restraint. Qubes is judged to supply the strongest deployable compartmentalization, while NixOS supplies reproducible, auditable operations that are not by themselves confinement. The author notes that three coding-agent vendors independently converged on OS-primitive sandboxing, proxy-mediated egress, and classifier-gated escalation. The prospectus recommends capability mediation layers that make every agent tool call a checked decision made outside the agent. Evaluation of 24 OS candidates against 9 security properties — Qubes, NixOS, hardened desktops, server platforms, privacy systems, non-Linux comparators and offensive distros are each judged on nine properties. Document-based analysis with no penetration testing and no numeric scores — Judgments draw on documented designs, advisories, and primary incident reports; the review explicitly avoids testing and composite scores. Deterministic candidate-property and defensive-stack matrices from pinned data — A companion codebase encodes the 24x9 stance matrix (strong/partial/weak/n_a) and a 24-candidate x 8-mitigation-class matrix, regenerated reproducibly. Two-path threat model: exploitation versus authorized misuse — Frames threats by the authority a component already holds, grounded in a 2024-2026 incident record (NCSC, Anthropic, AISI, OpenAI, DARPA AIxCC). Harness-neutral skill library with conformance tests — Review concepts (stance evaluation, authority ladder, delegation bound, invariants, incident taxonomy) ship as SKILL.md files indexed by a registry.","image_count":12},{"id":"work:Friedman2026JevPracticeComposablePython219","type":"work","title":"Jev in Practice: A Composable Python Toolkit for TypeSafe's System One Decision Model","url":"/works/Friedman2026JevPracticeComposablePython219.html","external_url":"https://doi.org/10.5281/zenodo.22816187","full_text_url":"/papers/2026_JevPractice/full_text.md","summary":"Jev is TypeSafe's flagship System One decision model: instead of generating text, it answers typed questions (Choice, Score, Noul) about a state with calibrated probabilities that software can branch on directly. This wo","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography"],"content":"Jev in Practice: A Composable Python Toolkit for TypeSafe's System One Decision Model Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22816187 Friedman2026JevPracticeComposablePython219 Computational Paper Jev is TypeSafe's flagship System One decision model: instead of generating text, it answers typed questions (Choice, Score, Noul) about a state with calibrated probabilities that software can branch on directly. This work presents daf-jev, an open, modular, composable Python toolkit for the Jev API, together with a live-API characterization of the model. The package layers ergonomic question builders, a decision-composition library (confidence gates, tiered routing, composite scoring), a concurrent corpus evaluator, a calibration module, a CLI, an agent skill, and a Model Context Protocol (MCP) server over a thin typed client. Live benchmarks show that batching questions into one call is faster and cheaper than sequential calls (up to ~18x speedup and ~4x fewer tokens), that decision pipelines complete within the model's millisecond envelope, and that reported confidence is self-consistent across repeated evaluations. All numbers in the accompanying manuscript are generated from benchmark artifacts; the full provenance chain (hashed documentation snapshot, figure registry, validation receipts) is machine-checked. Batching questions into one call gave wall-time speedups of 3.98, 8.77, and 18.55 across the configured batch widths. At the widest batch width the sequential strategy used 4.22 times the tokens of the batched call, so batching was both faster and cheaper. End-to-end decision pipelines had median wall times of 0.133 s (composite scoring) and 0.129 s (intent routing). Under a self-consistency proxy, the calibration benchmark reported ECE 0.0730 and Brier 0.0252; the author notes this shows consistency with proxy labels, not correctness about the world. The unit test suite reached 93.08 measured coverage. daf-jev layered Python client for the System One endpoint — Implements typed builders (noul, choice, score), sync/async clients with a pure retry policy, and a typed exception hierarchy over one HTTP endpoint. Pure-function decision patterns and a concurrent batch Evaluator — composite_score, confidence_gate, and route/pick turn typed answers into decisions locally; the Evaluator runs a fixed question set over many states without aborting on failures. Live-API batching benchmark at batch widths 5, 10, and 20 — Compares one batched call against sequential single-question calls on the jev-latest model, recording wall time and token totals. Self-consistency calibration benchmark (6 states × 5 repeats) — Scores choice answers against the modal choice across repeats and noul answers by pairwise stability, computing ECE and Brier score without external ground truth. No-mock test suite and hash-manifested documentation snapshot — Unit tests drive the real transport against a local HTTP server; model claims are grounded in a 108-page hashed snapshot of the vendor documentation.","image_count":8},{"id":"work:Friedman2026GreenLineCapacityUnder220","type":"work","title":"Green Line: a capacity-under-development instrument","url":"/works/Friedman2026GreenLineCapacityUnder220.html","external_url":"https://doi.org/10.5281/zenodo.22833491","full_text_url":"/papers/2026_GreenLine/full_text.md","summary":"A capacity-under-development instrument: the green line of the docxology line-set. It records what is deliberately still being learned — apprenticeships, skills not yet mastered — with marker/counter-signal staging, and ","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","active inference","governance","apprenticeship","growth records","capacity under development","open science"],"content":"Green Line: a capacity-under-development instrument Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22833491 Friedman2026GreenLineCapacityUnder220 Computational Paper A capacity-under-development instrument: the green line of the docxology line-set. It records what is deliberately still being learned — apprenticeships, skills not yet mastered — with marker/counter-signal staging, and reads declared growth records against a versioned registry. Observations phrased as certification or credential language are staged aside with a note, never scored. It measures what is still growing — never competence, mastery, or virtue. Code and prose are Apache-2.0 licensed. See LICENSE in the repository. active inference governance apprenticeship growth records capacity under development open science A read returns one of four staged statuses describing marker coverage at a review date, explicitly not competence, mastery or permission. In the worked example, one applied record reads STAGED and the rest NEEDS_MARKER, so the overall status is NEEDS_MARKER. Adding a 'certified as expert' observation leaves the read unchanged because certification language is staged aside rather than scored. The author states the limit that a read describes marker declarations, not verified practice or skill growth. The author notes counter-signal detection is lexical, so an innocently phrased resume-shaped record passes intake. Three-stage read: intake, tag-intersection matching, status projection — Self-declared observations are normalized fail-closed, matched to growth records whose tags intersect the attempt's tags, then projected into present/missing/stale marker surfaces. Formal definitions of growth records, freshness windows and aggregation — Defines growth records, cultivation attempts, freshness relative to a review date and window, a finding rule, and an aggregation rule over four statuses. Lexical counter-signal staging of certification/credential language — Observations labeled with certification, credential or resume language are set aside with a note and not counted toward any marker surface. Canonical serialization pinned by SHA-256 digests (pure stdlib package) — Each read is a pure function of attempt, registry and review config, serialized canonically and pinned by a SHA-256 digest of reading and registry.","image_count":1},{"id":"work:Friedman2026BlueLineStewardshipInstrument221","type":"work","title":"The Blue Line: A Stewardship Instrument for Maintained Commitments","url":"/works/Friedman2026BlueLineStewardshipInstrument221.html","external_url":"https://doi.org/10.5281/zenodo.22833489","full_text_url":"/papers/2026_BlueLine/full_text.md","summary":"A stewardship instrument for maintained commitments: systems, obligations, and relationships to past work. It reads a declared file of commitments against a versioned registry and returns a fail-closed declaration-covera","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","stewardship","maintenance","line set","accountability"],"content":"The Blue Line: A Stewardship Instrument for Maintained Commitments Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22833489 Friedman2026BlueLineStewardshipInstrument221 Active Inference Paper A stewardship instrument for maintained commitments: systems, obligations, and relationships to past work. It reads a declared file of commitments against a versioned registry and returns a fail-closed declaration-coverage verdict (MAINTAINED, NEEDS_ATTENTION, STALE, OUTSIDE_SCOPE) over the care signals each commitment requires. It measures whether the care a steward declared was fresh at the review date — never whether the care happened; a MAINTAINED verdict is not a warranty, SLA, availability guarantee, or proof of maintenance, and it never authorizes an action. License: Apache-2.0. See LICENSE in the repository. stewardship maintenance line set accountability An empty scan set (no matching commitment or unreadable file) returns OUTSIDE_SCOPE with notes and never yields MAINTAINED. The stated staleness-monotonicity property holds that the stale set is always a subset of the missing set. The verdict is a declaration-coverage statement, explicitly not a warranty, SLA, availability guarantee or proof of maintenance. The author notes the instrument only reads declarations and does not inspect repositories, run checks or contact anyone; the freshness window is a policy constant, not empirical. Versioned registry of twelve commitments with SHA-256 digest pinning — Commitments are frozen records (id, title, wire, tags, required care signals, kind) whose sorted canonical form is hashed and pinned in every reading. Staged, fail-closed intake normalization of declared files — Declared files are normalized; malformed tags or undated signals are set aside as intake notes rather than causing crashes or invented values. Freshness-window evaluation into MAINTAINED / NEEDS_ATTENTION / STALE — Required signals of tag-matched commitments are compared with signals declared within a freshness window (180 days by default) to assign a verdict. Formal definition of readings, commitments and fresh sets — A reading is formalised as a tuple and properties (fail-closed, staleness monotonicity, digest pinning) are stated. Worked examples: maintained quarter, stale repository, unmatched scan — Three illustrative declared files show the verdicts the instrument returns; these are examples, not an empirical evaluation.","image_count":1},{"id":"work:Friedman2026VioletLineConsentLedger222","type":"work","title":"The Violet Line: A Consent Ledger of Affected Parties","url":"/works/Friedman2026VioletLineConsentLedger222.html","external_url":"https://doi.org/10.5281/zenodo.22833487","full_text_url":"/papers/2026_VioletLine/full_text.md","summary":"A consent-ledger instrument for projects. It maintains a ledger of the parties a project affects and what they actually recorded at a review date; absence of consent is recorded — the UNRECORDED state — never inferred fr","year":2026,"domain":"Active Inference","tags":["Paper","Active Inference","bibliography","consent","affected parties","research ethics","governance"],"content":"The Violet Line: A Consent Ledger of Affected Parties Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22833487 Friedman2026VioletLineConsentLedger222 Active Inference Paper A consent-ledger instrument for projects. It maintains a ledger of the parties a project affects and what they actually recorded at a review date; absence of consent is recorded — the UNRECORDED state — never inferred from silence, absence, or convenience. An executable review returns one of three verdicts (ACCOUNTED, UNACCOUNTED, OUT_OF_SCOPE); an ACCOUNTED reading never authorizes an action, a release, or a use outside the scope a party named. Subtitle: Absence of consent recorded, never inferred Apache-2.0 licensed; see LICENSE in the repository. consent affected parties research ethics governance In the worked interview example, one UNRECORDED moderator entry causes the review to return UNACCOUNTED, with absence recorded rather than inferred. Empty, fully set-aside, or unscorable inputs return UNACCOUNTED with a note rather than raising an exception or a fabricated value. No verdict, including ACCOUNTED, grants or implies permission; it describes ledger coverage only. The author notes the instrument cannot verify that a recorded state was given honestly, freely, or recently, and that ACCOUNTED is coverage, not safety. Per-project consent ledger with four recorded states — Defines a ledger of (party, state, scope, date) records where absence of consent is represented only by an explicit UNRECORDED state. Staged, fail-closed intake with set-aside codes — Intake dispositions every submitted record as KEPT or one of four set-aside codes with a preserving note, never dropping or inventing states. Tag-matched rule registry producing three verdicts — Versioned consent rules are matched to projects by declared tags and scored against the kept ledger to yield ACCOUNTED, UNACCOUNTED, or OUT_OF_SCOPE. Formal definitions and propositions bound to tests — States the instrument's behaviour as definitions and propositions (non-permission, fail-closed, declines persist, scope travels) linked to a claim-ledger test. Worked example reviews — Illustrates behaviour with a community interview study, a fully set-aside submission, and an out-of-scope project.","image_count":1},{"id":"work:Friedman2026SilverLineMemorySuccession223","type":"work","title":"The Silver Line: A Memory-and-Succession Instrument","url":"/works/Friedman2026SilverLineMemorySuccession223.html","external_url":"https://doi.org/10.5281/zenodo.22833485","full_text_url":"/papers/2026_SilverLine/full_text.md","summary":"A memory-and-succession instrument in the docxology line set. It reads a declared succession picture — what is preserved, what is entrusted to whom, what is allowed to lapse — and returns a verdict about declared provisi","year":2026,"domain":"Computational","tags":["Paper","Computational","bibliography","memory","succession","active inference","declared custody","review gaps"],"content":"The Silver Line: A Memory-and-Succession Instrument Friedman, Daniel Ari Daniel Ari Friedman Zenodo 10.5281/zenodo.22833485 Friedman2026SilverLineMemorySuccession223 Computational Paper A memory-and-succession instrument in the docxology line set. It reads a declared succession picture — what is preserved, what is entrusted to whom, what is allowed to lapse — and returns a verdict about declared provision and review gaps, pinned to a registry digest. A KEPT verdict describes declared custody at a review date; it is never permission and never a promise that anything survives. Subtitle: What is preserved, what is entrusted to whom, what is allowed to lapse Code is MIT licensed; see LICENSE in the repository. memory succession active inference declared custody review gaps On the worked lab-archive example, the reading returns NEEDS_PROVISION, while the empty-registry control fails closed. The formalism states that an empty scan set yields OUTSIDE_SCOPE with an intake note, and an unscorable registry yields NEEDS_REWORK with no findings. A gap on a lapse-accepted keepsake is treated as a declared release (NEEDS_PROVISION), not a defect. The paper limits verdicts to declaration coverage: it does not verify labels are real, judge quality, or guarantee survival. Keepsake registry with retention, restraint and lapse families — Declares kept items in a registry that carries restraint and lapse families alongside retention, so lapse is part of the declaration. Staged intake that sets aside malformed content with a note — Normalizes each declared succession item at intake; malformed content is noted and set aside rather than crashing or being repaired. Tag-intersection matching and present/missing evidence-label split — Matches keepsakes to items by intersecting tags, then splits each keepsake's required evidence labels into present and missing. Verdict pinned to ISO review date and SHA-256 registry digest — Each succession reading's verdict is tied to the review date and a SHA-256 digest of the keepsake registry that produced it. Worked example envelope: small lab-archive succession — Runs the reading on a worked JSON example with one declared record, a named custodian and a partial evidence set, plus an empty-registry control.","image_count":1},{"id":"work:Friedman2026CoordinatingFieldCaseEcosystem224","type":"work","title":"Coordinating the Field: The Case for Ecosystem-Level Technology Roadmapping and Community Working Groups in Active Inference","url":"/works/Friedman2026CoordinatingFieldCaseEcosystem224.html","external_url":"https://doi.org/10.5281/zenodo.23066903","full_text_url":"","summary":"Active inference is approaching a critical developmental juncture. The theoretical framework has matured substantially over the past decade, and applications are emerging across domains from clinical medicine to autonomo","year":2026,"domain":"AII Ecosystem","tags":["Paper","AII Ecosystem","bibliography","active inference","free energy principle","technology roadmapping","working groups","research coordination","community governance","Active Inference Institute"],"content":"Coordinating the Field: The Case for Ecosystem-Level Technology Roadmapping and Community Working Groups in Active Inference Ober, Edward Maren, Alianna Friston, Karl J. Hurtado, Ana Magdalena Pashea, Andrew Friedman, Daniel Sabine, Alexander Safron, Adam Edward Ober Alianna Maren Karl J. Friston Ana Magdalena Hurtado Andrew Pashea Daniel Friedman Alexander Sabine Adam Safron Zenodo 10.5281/zenodo.23066903 Friedman2026CoordinatingFieldCaseEcosystem224 AII Ecosystem Paper Active inference is approaching a critical developmental juncture. The theoretical framework has matured substantially over the past decade, and applications are emerging across domains from clinical medicine to autonomous systems. Implementations now exist in more than one language and institutional setting, and domain communities have begun to form. The field has not yet established a coordinated developmental infrastructure of the kind that has distinguished scaling fields from those that plateau. This paper reviews the historical record of roadmapping and working-group coordination across fifteen cases, and seven cases in which coordination gaps appear to have contributed to developmental limitations. Those histories are directly instructive for design. They show how independent convening, named objects of work, and public outputs have been associated with durable field-level coordination, and how the absence of those features has been associated with fragmentation, expectation-reality gaps, and delayed recovery. The paper proposes that community working groups, convened by the Active Inference Institute, are a useful and appropriate form for the next stage of that work. Year one forms the groups, agrees on a shared assessment framework, and runs initial assessments. Year two proposes domain roadmapping as the next step, decided group by group. The Field Working Group holds a terminology correspondence matrix, a comparison protocol for existing implementations, and the shared assessment framework. Domain working groups produce literacy materials, an initial self-assessment, and a published go/no-go. All interested parties are invited to the Charter Development Session at the Sixth Annual Applied Active Inference Symposium in November 2026. All updated information on the Call for Working Groups, Charter, Operating procedures, and more, are available at https://github.com/ActiveInferenceInstitute/Working_Groups/ . You can also access these documents on the AII website at: http://www.activeinference.institute/working-groups active inference free energy principle technology roadmapping working groups research coordination community governance Active Inference Institute"},{"id":"software:docxology:template","type":"software","title":"template","url":"https://github.com/docxology/template","summary":"Production-grade scaffold for reproducible computational research — 10-stage DAG pipelines, ≥90% test coverage, cryptographic provenance, multi-project workspace, and agent-ready documentation · Zenodo software v3.3.0 · Zenodo","domain":"docxology","tags":["software","Python","docxology"],"content":"template Production-grade scaffold for reproducible computational research — 10-stage DAG pipelines, ≥90% test coverage, cryptographic provenance, multi-project workspace, and agent-ready documentation · Zenodo software v3.3.0 · Zenodo Python docxology"},{"id":"software:docxology:QuadCraft","type":"software","title":"QuadCraft","url":"https://github.com/docxology/QuadCraft","summary":"Minecraft variant built on tetrahedral geometry — voxels replaced by Quadray-coordinate tetrahedra, exploring Buckminster Fuller's synergetics in an interactive 3D world","domain":"docxology","tags":["software","JavaScript","docxology"],"content":"QuadCraft Minecraft variant built on tetrahedral geometry — voxels replaced by Quadray-coordinate tetrahedra, exploring Buckminster Fuller's synergetics in an interactive 3D world JavaScript docxology"},{"id":"software:docxology:MetaInformAnt","type":"software","title":"MetaInformAnt","url":"https://github.com/docxology/MetaInformAnt","summary":"Meta-framework integrating computational entomology, Active Inference, and information theory for modeling ant colony cognition and beyond","domain":"docxology","tags":["software","Python","docxology"],"content":"MetaInformAnt Meta-framework integrating computational entomology, Active Inference, and information theory for modeling ant colony cognition and beyond Python docxology"},{"id":"software:docxology:codomyrmex","type":"software","title":"codomyrmex","url":"https://github.com/docxology/codomyrmex","summary":"AI-native modular coding workspace — 100+ modules, 500+ MCP tools, 21K+ zero-mock tests, multi-agent orchestration (Claude/Gemini/GPT), PAI integration ·  · Citation DOI","domain":"docxology","tags":["software","Python","docxology"],"content":"codomyrmex AI-native modular coding workspace — 100+ modules, 500+ MCP tools, 21K+ zero-mock tests, multi-agent orchestration (Claude/Gemini/GPT), PAI integration ·  · Citation DOI Python docxology"},{"id":"software:docxology:timeline_generator","type":"software","title":"timeline_generator","url":"https://github.com/docxology/timeline_generator","summary":"Networked Life Encoding — interactive D3 knowledge graph of human intellectual history; 24 relationship types, Perplexity AI enrichment; seeded around R. 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Installable PWA built on React 19, Vite 8, Framer Motion, and KaTeX; 65 Vitest tests.","domain":"docxology","tags":["github","repository","JavaScript","docxology","curated","recent"],"content":"docxology/active-inference-pocket-lab Spin — a browser-based pocket lab for learning active inference and the free energy principle, with 10 chapter modules each rendered in three switchable streams (conversational, animated, LaTeX academic). Installable PWA built on React 19, Vite 8, Framer Motion, and KaTeX; 65 Vitest tests. 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Python 3.9+, Node 18+, Docker.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/active_inference Active Inference and Free Energy Principle knowledge environment: a semantic knowledge graph linking concepts to simulation and experiment frameworks, interactive visualizations, and three learning tracks (40/35/30 hours) spanning AI, neuroscience, robotics, psychology and education. Python 3.9+, Node 18+, Docker. Python docxology active-inference cognitive-science education free-energy-principle knowledge-graph learning-path neuroscience python robotics curated recent"},{"id":"github-repo:docxology/active_torchference","type":"github_repository","title":"docxology/active_torchference","url":"https://github.com/docxology/active_torchference","summary":"PyTorch framework for Active Inference agents that act by minimizing variational and expected free energy — no reward functions, no reinforcement learning. Modular beliefs, policy, and environment modules with YAML configs, rollout/horizon planning, and orchestrators for logging, plotting, and animation.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/active_torchference PyTorch framework for Active Inference agents that act by minimizing variational and expected free energy — no reward functions, no reinforcement learning. Modular beliefs, policy, and environment modules with YAML configs, rollout/horizon planning, and orchestrators for logging, plotting, and animation. 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Run manifests emit SHA-256 checksums per artifact; 676 passing pytest tests.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/ant_stack Ant Stack — a reproducible research workspace for embodied AI and ant-inspired systems, pairing complexity-energetics analysis with automated Matplotlib/Mermaid figures and Pandoc + XeLaTeX manuscript rendering. Run manifests emit SHA-256 checksums per artifact; 676 passing pytest tests. 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Julia 1.7+ bridged to Python via PyCall.","domain":"docxology","tags":["github","repository","","docxology","curated","recent"],"content":"docxology/Autonomous-Drone-Navigation-in-AirSim-With-Active-Inference Active inference drone controller for the AirSim simulator — RxInfer.jl maintains Bayesian beliefs over a 5D state (distance, azimuth, elevation, safety, obstacle density) and picks waypoints by minimizing expected free energy across pragmatic, epistemic, and risk terms. 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HTML docxology anatomy community-college course-materials education labs open-education physiology slides teaching curated recent"},{"id":"github-repo:docxology/biology_textbook","type":"github_repository","title":"docxology/biology_textbook","url":"https://github.com/docxology/biology_textbook","summary":"Open-source introductory biology textbook, Introduction to Biology: A Generative Approach — 44 chapters with 44 paper labs and 1,320 assessment questions, figures generated programmatically via matplotlib and Mermaid, 360 references and a 225-term glossary, built with uv and pytest at 90%+ coverage. CC BY 4.0.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/biology_textbook Open-source introductory biology textbook, Introduction to Biology: A Generative Approach — 44 chapters with 44 paper labs and 1,320 assessment questions, figures generated programmatically via matplotlib and Mermaid, 360 references and a 225-term glossary, built with uv and pytest at 90%+ coverage. CC BY 4.0. 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Generates a 17,000-word manuscript, 7 equations, and 14 light/dark figures from Python (uv, pytest, pandoc/xelatex). 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Deterministic byte-identical rebuilds, 43 tests, Zenodo DOI.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/bond Wrapper manuscript for PROJECT BOND, the Special-Agent Operations Compendium — aggregates 33 packages into one PDF with 27 James Bond film chapters plus 6 infrastructure chapters, merging every abstract, section, figure and references.bib. Deterministic byte-identical rebuilds, 43 tests, Zenodo DOI. 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Seven modules: Fractal, Probabilistic, Memory, Unipixel, MMM cross-layer pattern mining, Code Execution, and PEFF ethics/security.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/cognitive-engine Hybrid neurosymbolic AI framework in Python pairing a seven-level fractal symbolic reasoner with a PyTorch/Transformers probabilistic pathway, over persistent long-term memory. Seven modules: Fractal, Probabilistic, Memory, Unipixel, MMM cross-layer pattern mining, Code Execution, and PEFF ethics/security. 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Python 3.10+/uv CLI, archived on Zenodo.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/CogSecSkills Library of 100 analytic skills for cognitive security and tradecraft — structured analytic techniques, OSINT integrity, counterintelligence, and information-environment analysis, each with a harness-neutral spec and adapters for Claude Code, Codex, and Hermes. Python 3.10+/uv CLI, archived on Zenodo. Python docxology agentic-ai claude claude-code cognitive-security counterintelligence defensive-security information-warfare intelligence-analysis multiharness osint python skills structured-analytic-techniques tradecraft zenodo curated recent"},{"id":"github-repo:docxology/cohereants","type":"github_repository","title":"docxology/cohereants","url":"https://github.com/docxology/cohereants","summary":"Computational study of whether insects can sense infrared: 7 Python modules covering atmospheric IR transmission, cuticular hydrocarbon spectroscopy, sensilla morphology, behavioral statistics, Fermi estimates, and metamaterial design, generating 17 figures. Framed as engineering bounds and protocol design, not biological proof.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/cohereants Computational study of whether insects can sense infrared: 7 Python modules covering atmospheric IR transmission, cuticular hydrocarbon spectroscopy, sensilla morphology, behavioral statistics, Fermi estimates, and metamaterial design, generating 17 figures. Framed as engineering bounds and protocol design, not biological proof. Python docxology ants biophysics entomology infrared insect-vision metamaterials python sensory-ecology spectroscopy curated recent"},{"id":"github-repo:docxology/course","type":"github_repository","title":"docxology/course","url":"https://github.com/docxology/course","summary":"Curriculum Repository System: a FastAPI platform for authoring and delivering courses, modules and lessons in Markdown, HTML, LaTeX, PDF and SCORM, backed by PostgreSQL, MongoDB, Redis and Elasticsearch, with auto-graded assessments, xAPI analytics, Dublin Core metadata and JWT role-based access.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/course Curriculum Repository System: a FastAPI platform for authoring and delivering courses, modules and lessons in Markdown, HTML, LaTeX, PDF and SCORM, backed by PostgreSQL, MongoDB, Redis and Elasticsearch, with auto-graded assessments, xAPI analytics, Dublin Core metadata and JWT role-based access. Python docxology curriculum dublin-core education elasticsearch fastapi learning-management lms postgresql scorm xapi curated recent"},{"id":"github-repo:docxology/crescent-city","type":"github_repository","title":"docxology/crescent-city","url":"https://github.com/docxology/crescent-city","summary":"Archived municipal code intelligence platform for Crescent City, CA — scrapes ecode360 ordinances and serves them through streaming RAG over Server-Sent Events, a California Code and U.S.C. citation parser, legislative history diffs, and tsunami, earthquake, wildfire and tide alert monitors. Succeeded by crescent-city-intel.","domain":"docxology","tags":["github","repository","TypeScript","docxology","curated","recent"],"content":"docxology/crescent-city Archived municipal code intelligence platform for Crescent City, CA — scrapes ecode360 ordinances and serves them through streaming RAG over Server-Sent Events, a California Code and U.S.C. citation parser, legislative history diffs, and tsunami, earthquake, wildfire and tide alert monitors. Succeeded by crescent-city-intel. TypeScript docxology archived california civic-tech community crescent-city government legal-tech municipal-code open-data open-source rag web-scraping curated recent"},{"id":"github-repo:docxology/crescent-city-intel","type":"github_repository","title":"docxology/crescent-city-intel","url":"https://github.com/docxology/crescent-city-intel","summary":"Local civic intelligence platform for Crescent City, California — scrapes 17 municipal code titles and 1,000+ sections, runs 8 monitors over news, meetings and NOAA/USGS/NWS tsunami and weather alerts, and answers questions via BM25 plus ChromaDB RAG. Bun, Playwright, Ollama, SHA-256 verified, GitHub Pages snapshot.","domain":"docxology","tags":["github","repository","TypeScript","docxology","curated","recent"],"content":"docxology/crescent-city-intel Local civic intelligence platform for Crescent City, California — scrapes 17 municipal code titles and 1,000+ sections, runs 8 monitors over news, meetings and NOAA/USGS/NWS tsunami and weather alerts, and answers questions via BM25 plus ChromaDB RAG. Bun, Playwright, Ollama, SHA-256 verified, GitHub Pages snapshot. TypeScript docxology bun california chromadb civic-tech local-government municipal-code noaa ollama open-data playwright rag tsunami curated recent"},{"id":"github-repo:docxology/crescent_city","type":"github_repository","title":"docxology/crescent_city","url":"https://github.com/docxology/crescent_city","summary":"Reproducible scholarly history of Crescent City, California — 46 chapters from Tolowa Dee-ni' settlement through the 1964 tsunami to today, with 24 deterministically generated matplotlib figures, BibTeX validation, and PDF build via Pandoc + XeLaTeX + pandoc-crossref (Python, uv, pytest).","domain":"docxology","tags":["github","repository","Python","docxology","recent"],"content":"docxology/crescent_city Reproducible scholarly history of Crescent City, California — 46 chapters from Tolowa Dee-ni' settlement through the 1964 tsunami to today, with 24 deterministically generated matplotlib figures, BibTeX validation, and PDF build via Pandoc + XeLaTeX + pandoc-crossref (Python, uv, pytest). Python docxology california historiography latex local-history manuscript pandoc python reproducible-research tsunami recent"},{"id":"github-repo:docxology/curriculum","type":"github_repository","title":"docxology/curriculum","url":"https://github.com/docxology/curriculum","summary":"Educational Course Generator: a Python and local Ollama pipeline that turns one YAML config into a full course — outline JSON, 2,000-4,000 word lectures, labs, study notes, Mermaid diagrams, assessments and a generated static website. ~540 tests with no mocks; --no-interactive mode for CI.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/curriculum Educational Course Generator: a Python and local Ollama pipeline that turns one YAML config into a full course — outline JSON, 2,000-4,000 word lectures, labs, study notes, Mermaid diagrams, assessments and a generated static website. ~540 tests with no mocks; --no-interactive mode for CI. HTML docxology active-inference biology course-generator course-materials curriculum curriculum-design ecology education llm mermaid ollama open-education python static-site teaching curated recent"},{"id":"github-repo:docxology/daf-jev","type":"github_repository","title":"docxology/daf-jev","url":"https://github.com/docxology/daf-jev","summary":"daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/daf-jev daf-jev: composable Python toolkit for TypeSafe's Jev (System One) decision API — question builders, confidence gates, evaluator, calibration, CLI, MCP server, agent skill Python docxology  curated recent"},{"id":"github-repo:docxology/democreate","type":"github_repository","title":"docxology/democreate","url":"https://github.com/docxology/democreate","summary":"DemoCreate turns declarative YAML demo specs into narrated 4K videos — software tours, terminal sessions, website walkthroughs and research-paper overviews with Whisper word-level subtitle sync, local Kokoro neural voice, and optional Manim scenes. Pure Python 3.10+ over ffmpeg/poppler, 744 tests at 90%+ coverage.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/democreate DemoCreate turns declarative YAML demo specs into narrated 4K videos — software tours, terminal sessions, website walkthroughs and research-paper overviews with Whisper word-level subtitle sync, local Kokoro neural voice, and optional Manim scenes. Pure Python 3.10+ over ffmpeg/poppler, 744 tests at 90%+ coverage. Python docxology automation documentation ffmpeg manim python screencast subtitles text-to-speech video-generation whisper curated recent"},{"id":"github-repo:docxology/dicklesworthstone_meta_operator","type":"github_repository","title":"docxology/dicklesworthstone_meta_operator","url":"https://github.com/docxology/dicklesworthstone_meta_operator","summary":"Meta-operator over the Dicklesworthstone GitHub corpus: clone, verify upstream sync, orchestrate, interpret, dashboard","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/dicklesworthstone_meta_operator Meta-operator over the Dicklesworthstone GitHub corpus: clone, verify upstream sync, orchestrate, interpret, dashboard Python docxology automation dashboard devops git github-api orchestration repository-management upstream-sync curated recent"},{"id":"github-repo:docxology/Digi-PPPiP","type":"github_repository","title":"docxology/Digi-PPPiP","url":"https://github.com/docxology/Digi-PPPiP","summary":"Active inference study of two-person collaborative drawing on shared digital surfaces — a React/Vite plus Socket.IO live drawing app over a typed Python core computing variational free energy, inter-brain synchrony and narrative entropy, with 39 figures, 128 tests at 97% coverage and a Zenodo-archived manuscript.","domain":"docxology","tags":["github","repository","TeX","docxology","curated","recent"],"content":"docxology/Digi-PPPiP Active inference study of two-person collaborative drawing on shared digital surfaces — a React/Vite plus Socket.IO live drawing app over a typed Python core computing variational free energy, inter-brain synchrony and narrative entropy, with 39 figures, 128 tests at 97% coverage and a Zenodo-archived manuscript. TeX docxology active-inference cognitive-science collaborative-drawing creativity free-energy-principle hyperscanning python react socketio synchrony curated recent"},{"id":"github-repo:docxology/docxology","type":"github_repository","title":"docxology/docxology","url":"https://github.com/docxology/docxology","summary":"GitHub profile and research portfolio for Daniel Ari Friedman (Active Inference Institute) — indexes 100+ software projects, publications with DOIs, and 500+ livestream transcripts across active inference, entomology, cognitive security, and computational biology in Python, Rust, and Lean.","domain":"docxology","tags":["github","repository","HTML","docxology","recent"],"content":"docxology/docxology GitHub profile and research portfolio for Daniel Ari Friedman (Active Inference Institute) — indexes 100+ software projects, publications with DOIs, and 500+ livestream transcripts across active inference, entomology, cognitive security, and computational biology in Python, Rust, and Lean. HTML docxology active-inference active-inference-institute ai-consulting ai-researcher ai-tutoring bayesian-modeling cognitive-security complex-systems computational-biology entomology free-energy-principle machine-learning myrmecology open-science python reproducible-research research-portfolio research-software rust stanford recent"},{"id":"github-repo:docxology/docxplus","type":"github_repository","title":"docxology/docxplus","url":"https://github.com/docxology/docxplus","summary":"Python toolkit building intelligent document containers — ordinary .docx and .odt files that also carry signed, encrypted payloads through five OOXML/ODF channels: custom XML parts, package parts, metadata properties, image LSB steganography, and MCE AlternateContent. Ed25519 manifests, AES-256-GCM, Merkle binding.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/docxplus Python toolkit building intelligent document containers — ordinary .docx and .odt files that also carry signed, encrypted payloads through five OOXML/ODF channels: custom XML parts, package parts, metadata properties, image LSB steganography, and MCE AlternateContent. Ed25519 manifests, AES-256-GCM, Merkle binding. Python docxology aes-gcm cryptography document-security docx ed25519 merkle-tree odt ooxml provenance python steganography curated recent"},{"id":"github-repo:docxology/dotscope","type":"github_repository","title":"docxology/dotscope","url":"https://github.com/docxology/dotscope","summary":"Rust structural compiler that keeps AI coding agents from breaking your codebase — maps explicit imports plus temporal coupling from Git history, scores each file's gravity, and injects DOTSCOPE_GRAVITY_WARNING context over MCP into Cursor, Windsurf, and Claude Desktop. Ingests 100,000 files in ~32s under 208MB.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/dotscope Rust structural compiler that keeps AI coding agents from breaking your codebase — maps explicit imports plus temporal coupling from Git history, scores each file's gravity, and injects DOTSCOPE_GRAVITY_WARNING context over MCP into Cursor, Windsurf, and Claude Desktop. Ingests 100,000 files in ~32s under 208MB. Python docxology ai-agents claude code-intelligence cursor dependency-graph developer-tools git mcp rust static-analysis curated recent"},{"id":"github-repo:docxology/DuckRabbit","type":"github_repository","title":"docxology/DuckRabbit","url":"https://github.com/docxology/DuckRabbit","summary":"Python package that generates optical, auditory and audio-visual illusions as reproducible scientific stimuli — 17 catalogued illusions exported to PNG, WAV, GIF, MP4 and NPZ with SHA-256 manifests, deterministic seeds, 15 publication figures with source-data sidecars, and 90%+ test coverage.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/DuckRabbit Python package that generates optical, auditory and audio-visual illusions as reproducible scientific stimuli — 17 catalogued illusions exported to PNG, WAV, GIF, MP4 and NPZ with SHA-256 manifests, deterministic seeds, 15 publication figures with source-data sidecars, and 90%+ test coverage. Python docxology numpy optical-illusions perception pillow psychoacoustics psychophysics python reproducible-research stimuli vision-science curated recent"},{"id":"github-repo:docxology/ento_linguistics","type":"github_repository","title":"docxology/ento_linguistics","url":"https://github.com/docxology/ento_linguistics","summary":"Computational study of how entomology's vocabulary encodes assumptions about ants and social insects — mines PubMed and arXiv abstracts, classifies terms into six domains (individuality, behavior, power, reproduction, kinship, economics), and maps NetworkX concept networks. Python, 1198 tests, seeded for reproducibility.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/ento_linguistics Computational study of how entomology's vocabulary encodes assumptions about ants and social insects — mines PubMed and arXiv abstracts, classifies terms into six domains (individuality, behavior, power, reproduction, kinship, economics), and maps NetworkX concept networks. Python, 1198 tests, seeded for reproducibility. Python docxology ants arxiv discourse-analysis entomology linguistics networkx philosophy-of-science pubmed python text-mining curated recent"},{"id":"github-repo:docxology/entofile","type":"github_repository","title":"docxology/entofile","url":"https://github.com/docxology/entofile","summary":"Reference implementation of ENTO, a flat ZIP archive bundling independently typed research tracks — time series, genomics, spectrograms, provenance — under per-track AES-256-GCM encryption with PADME length padding and manifest-bound verification. Python/uv, Zenodo-archived, back-compatible to v0.2.0.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/entofile Reference implementation of ENTO, a flat ZIP archive bundling independently typed research tracks — time series, genomics, spectrograms, provenance — under per-track AES-256-GCM encryption with PADME length padding and manifest-bound verification. Python/uv, Zenodo-archived, back-compatible to v0.2.0. Python docxology aes-gcm archive cryptography data-standards file-format provenance python reproducible-research research-data zenodo curated recent"},{"id":"github-repo:docxology/EntoLaw","type":"github_repository","title":"docxology/EntoLaw","url":"https://github.com/docxology/EntoLaw","summary":"Source-anchored reference for entomological law, mapping insects across eight legal roles — witness, regulated threat, protected subject, property, invention, defendant, moral patient, weapon. Machine-readable registries bind cases like Daubert and Chakrabarty, statutes, agencies and species to a verifiable claim ledger.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/EntoLaw Source-anchored reference for entomological law, mapping insects across eight legal roles — witness, regulated threat, protected subject, property, invention, defendant, moral patient, weapon. Machine-readable registries bind cases like Daubert and Chakrabarty, statutes, agencies and species to a verifiable claim ledger. HTML docxology entomology forensic-entomology insects law legal-tech python reference regulation yaml curated recent"},{"id":"github-repo:docxology/EvoJump","type":"github_repository","title":"docxology/EvoJump","url":"https://github.com/docxology/EvoJump","summary":"Python framework modeling ontogenetic and evolutionary trajectories as a cross-sectional laser sweeping through developmental time — jump-diffusion, Ornstein-Uhlenbeck, and Levy process engines plus Bayesian analytics, 3D animation, and a CLI. 173 tests, 95%+ coverage, 13 example scripts.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/EvoJump Python framework modeling ontogenetic and evolutionary trajectories as a cross-sectional laser sweeping through developmental time — jump-diffusion, Ornstein-Uhlenbeck, and Levy process engines plus Bayesian analytics, 3D animation, and a CLI. 173 tests, 95%+ coverage, 13 example scripts. Python docxology bayesian developmental-biology evolutionary-biology jump-diffusion levy-process ontogeny ornstein-uhlenbeck python simulation visualization curated recent"},{"id":"github-repo:docxology/flick","type":"github_repository","title":"docxology/flick","url":"https://github.com/docxology/flick","summary":"Flickr bulk archiver in Python — downloads every public photo from a given username or profile URL at the largest available size via flickrapi, and writes a JSON sidecar per image with title, description, tags, date taken, GPS coordinates, and view count. Keys loaded from a .env file.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/flick Flickr bulk archiver in Python — downloads every public photo from a given username or profile URL at the largest available size via flickrapi, and writes a JSON sidecar per image with title, description, tags, date taken, GPS coordinates, and view count. Keys loaded from a .env file. Python docxology api-client archival flickr metadata photo-backup python scraper curated recent"},{"id":"github-repo:docxology/FORMINDEX","type":"github_repository","title":"docxology/FORMINDEX","url":"https://github.com/docxology/FORMINDEX","summary":"Analysis platform for the FORMIS ant-literature database — converts the ~80,000-record BibTeX export to JSON, then builds publication-trend and co-authorship visualizations plus LLM summaries, translations and podcasts via NotebookLM, OpenAI and Perplexity.","domain":"docxology","tags":["github","repository","Rich Text Format","docxology","curated","recent"],"content":"docxology/FORMINDEX Analysis platform for the FORMIS ant-literature database — converts the ~80,000-record BibTeX export to JSON, then builds publication-trend and co-authorship visualizations plus LLM summaries, translations and podcasts via NotebookLM, OpenAI and Perplexity. Rich Text Format docxology ants bibliometrics bibtex entomology formis literature llm myrmecology visualization curated recent"},{"id":"github-repo:docxology/FractiSkills","type":"github_repository","title":"docxology/FractiSkills","url":"https://github.com/docxology/FractiSkills","summary":"FractiSkills: one portable agent SKILL per page of the SS Vibelandia Omniversal Canvas — Skillarum-rendered, DOI 10.5281/zenodo.22712651","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/FractiSkills FractiSkills: one portable agent SKILL per page of the SS Vibelandia Omniversal Canvas — Skillarum-rendered, DOI 10.5281/zenodo.22712651 Python docxology  curated recent"},{"id":"github-repo:docxology/fuller-obsidian","type":"github_repository","title":"docxology/fuller-obsidian","url":"https://github.com/docxology/fuller-obsidian","summary":"Placeholder repository — only .gitattributes and .gitignore so far; intended as a Buckminster Fuller / Synergetics Obsidian vault.","domain":"docxology","tags":["github","repository","","docxology","curated","archived","recent"],"content":"docxology/fuller-obsidian Placeholder repository — only .gitattributes and .gitignore so far; intended as a Buckminster Fuller / Synergetics Obsidian vault.  docxology buckminster-fuller obsidian placeholder curated archived recent"},{"id":"github-repo:docxology/godel_ivm","type":"github_repository","title":"docxology/godel_ivm","url":"https://github.com/docxology/godel_ivm","summary":"Python visualization engine for Buckminster Fuller's Synergetics geometry in the Isotropic Vector Matrix (IVM) coordinate system — renders sphere-to-vector and frequency-based polyhedron transformations as 40 PNG plots, 8 GIF animations, and HTML explorers via NumPy and Matplotlib, with 48 tests.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/godel_ivm Python visualization engine for Buckminster Fuller's Synergetics geometry in the Isotropic Vector Matrix (IVM) coordinate system — renders sphere-to-vector and frequency-based polyhedron transformations as 40 PNG plots, 8 GIF animations, and HTML explorers via NumPy and Matplotlib, with 48 tests. Python docxology animation buckminster-fuller geometry ivm matplotlib polyhedra python synergetics visualization curated recent"},{"id":"github-repo:docxology/goference","type":"github_repository","title":"docxology/goference","url":"https://github.com/docxology/goference","summary":"Active inference in Go 1.24 — variational free energy belief updating and expected free energy policy selection for POMDP agents, with categorical, Gaussian, and Dirichlet belief representations on gonum. Concurrent policy evaluation and benchmarks, for robotics, game AI, and cognitive modeling.","domain":"docxology","tags":["github","repository","Go","docxology","curated","recent"],"content":"docxology/goference Active inference in Go 1.24 — variational free energy belief updating and expected free energy policy selection for POMDP agents, with categorical, Gaussian, and Dirichlet belief representations on gonum. Concurrent policy evaluation and benchmarks, for robotics, game AI, and cognitive modeling. Go docxology active-inference agents bayesian-inference cognitive-modeling free-energy-principle golang gonum pomdp robotics curated recent"},{"id":"github-repo:docxology/golden_line","type":"github_repository","title":"docxology/golden_line","url":"https://github.com/docxology/golden_line","summary":"Aspiration tracker for the four-line governance set: evaluates 9 long-horizon aspirations against markers and counter-signals, returning TOWARD, INQUIRY, DRIFTING, or NOT_OBSERVED, plus all_invariants structural checks and 126 dated readings for currentness. Python, zero dependencies.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/golden_line Aspiration tracker for the four-line governance set: evaluates 9 long-horizon aspirations against markers and counter-signals, returning TOWARD, INQUIRY, DRIFTING, or NOT_OBSERVED, plus all_invariants structural checks and 126 dated readings for currentness. Python, zero dependencies. Python docxology aspirations audit governance ledger python research-integrity values curated recent"},{"id":"github-repo:docxology/grateful_data","type":"github_repository","title":"docxology/grateful_data","url":"https://github.com/docxology/grateful_data","summary":"Citation-bound data compendium for the Grateful Dead: 3,341 shows, 645 songs across 40,757+ performances, 912 venues, and 7,122 Internet Archive recordings, unified by a Python/uv parser pipeline with provenance tracking, bootstrap statistics, and an interactive HTML explorer for setlists and personnel timelines.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/grateful_data Citation-bound data compendium for the Grateful Dead: 3,341 shows, 645 songs across 40,757+ performances, 912 venues, and 7,122 Internet Archive recordings, unified by a Python/uv parser pipeline with provenance tracking, bootstrap statistics, and an interactive HTML explorer for setlists and personnel timelines. Python docxology data-visualization dataset digital-humanities grateful-dead internet-archive music provenance python setlists curated recent"},{"id":"github-repo:docxology/green_line","type":"github_repository","title":"docxology/green_line","url":"https://github.com/docxology/green_line","summary":"Green Line — A capacity-under-development instrument: the green line of the docxology","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/green_line Green Line — A capacity-under-development instrument: the green line of the docxology Python docxology  curated recent"},{"id":"github-repo:docxology/GrowthModel","type":"github_repository","title":"docxology/GrowthModel","url":"https://github.com/docxology/GrowthModel","summary":"Early Python scratch project for a growth model — a Model/ directory of scripts written in Spyder, with database credentials kept local. Undocumented and unmaintained.","domain":"docxology","tags":["github","repository","","docxology","archived","recent"],"content":"docxology/GrowthModel Early Python scratch project for a growth model — a Model/ directory of scripts written in Spyder, with database credentials kept local. Undocumented and unmaintained.  docxology archived growth-model python archived recent"},{"id":"github-repo:docxology/hhs-opendata","type":"github_repository","title":"docxology/hhs-opendata","url":"https://github.com/docxology/hhs-opendata","summary":"Analysis of the HHS Medicaid Provider Spending open dataset, ~11 GB covering Jan 2018 to Dec 2024: DuckDB queries the CSVs in place with Polars, scikit-learn z-score outlier detection, and Matplotlib/Seaborn charts of cost-per-claim and cost-per-beneficiary at provider x procedure x month grain.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/hhs-opendata Analysis of the HHS Medicaid Provider Spending open dataset, ~11 GB covering Jan 2018 to Dec 2024: DuckDB queries the CSVs in place with Polars, scikit-learn z-score outlier detection, and Matplotlib/Seaborn charts of cost-per-claim and cost-per-beneficiary at provider x procedure x month grain. Python docxology data-analysis duckdb healthcare medicaid open-data outlier-detection polars public-health python curated recent"},{"id":"github-repo:docxology/identity","type":"github_repository","title":"docxology/identity","url":"https://github.com/docxology/identity","summary":"Empty placeholder repository — no code or content yet.","domain":"docxology","tags":["github","repository","","docxology","archived","recent"],"content":"docxology/identity Empty placeholder repository — no code or content yet.  docxology placeholder archived recent"},{"id":"github-repo:docxology/infra-calc","type":"github_repository","title":"docxology/infra-calc","url":"https://github.com/docxology/infra-calc","summary":"ROI calculator for self-hosted LLM inference — models whether serving a 70B model on local GPUs pays off at a given per-minute rate, factoring VRAM, concurrent threads, utilization, hardware cost, and electricity. HTML/JS front end plus Python (NumPy, Matplotlib) break-even heatmaps.","domain":"docxology","tags":["github","repository","JavaScript","docxology","curated","recent"],"content":"docxology/infra-calc ROI calculator for self-hosted LLM inference — models whether serving a 70B model on local GPUs pays off at a given per-minute rate, factoring VRAM, concurrent threads, utilization, hardware cost, and electricity. HTML/JS front end plus Python (NumPy, Matplotlib) break-even heatmaps. JavaScript docxology cost-analysis gpu inference javascript llm matplotlib python roi-calculator self-hosting curated recent"},{"id":"github-repo:docxology/institute_website","type":"github_repository","title":"docxology/institute_website","url":"https://github.com/docxology/institute_website","summary":"GitHub Pages site for the Active Inference Institute — Node build (build.mjs) that renders curated JSON-defined pages plus a searchable source atlas extracted from AII.pdf, so every published claim links back to an auditable source page. Includes a Python local dev server and CI deploy.","domain":"docxology","tags":["github","repository","HTML","docxology","recent"],"content":"docxology/institute_website GitHub Pages site for the Active Inference Institute — Node build (build.mjs) that renders curated JSON-defined pages plus a searchable source atlas extracted from AII.pdf, so every published claim links back to an auditable source page. Includes a Python local dev server and CI deploy. HTML docxology active-inference documentation github-pages nodejs provenance static-site website recent"},{"id":"github-repo:docxology/itrace","type":"github_repository","title":"docxology/itrace","url":"https://github.com/docxology/itrace","summary":"Webcam eye-tracking analysis toolkit — pure NumPy/SciPy core computing gaze in degrees of visual angle, I-VT/I-DT saccade detection with main-sequence fits, microsaccades (Engbert & Kliegl), and pupil diameter with blink interpolation. Optional MediaPipe/OpenCV capture, FastAPI live view, Streamlit dashboard.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/itrace Webcam eye-tracking analysis toolkit — pure NumPy/SciPy core computing gaze in degrees of visual angle, I-VT/I-DT saccade detection with main-sequence fits, microsaccades (Engbert & Kliegl), and pupil diameter with blink interpolation. Optional MediaPipe/OpenCV capture, FastAPI live view, Streamlit dashboard. Python docxology eye-tracking gaze-estimation mediapipe microsaccades neuroscience numpy psychophysics pupillometry python saccades streamlit webcam curated recent"},{"id":"github-repo:docxology/ivm-xyz","type":"github_repository","title":"docxology/ivm-xyz","url":"https://github.com/docxology/ivm-xyz","summary":"Python 3.10+ computational geometry package for converting between XYZ Cartesian and IVM quadray (Isotropic Vector Matrix) coordinates — exact volume and area calculations, Buckminster Fuller's Synergetics concentric hierarchy of polyhedra, and matplotlib 3D visualization, at ~99% test coverage.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/ivm-xyz Python 3.10+ computational geometry package for converting between XYZ Cartesian and IVM quadray (Isotropic Vector Matrix) coordinates — exact volume and area calculations, Buckminster Fuller's Synergetics concentric hierarchy of polyhedra, and matplotlib 3D visualization, at ~99% test coverage. Python docxology buckminster-fuller computational-geometry coordinate-systems matplotlib numpy polyhedra python quadray synergetics curated recent"},{"id":"github-repo:docxology/lean_niche","type":"github_repository","title":"docxology/lean_niche","url":"https://github.com/docxology/lean_niche","summary":"Lean 4 research environment for formal proofs and verified algorithms — 58 Lean files covering prime number theory, set theory, sorting and GCD correctness, and Lyapunov stability for dynamical systems, plus Python (uv) visualization utilities and 8 GitHub Actions workflows for continuous verification.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/lean_niche Lean 4 research environment for formal proofs and verified algorithms — 58 Lean files covering prime number theory, set theory, sorting and GCD correctness, and Lyapunov stability for dynamical systems, plus Python (uv) visualization utilities and 8 GitHub Actions workflows for continuous verification. Python docxology dynamical-systems formal-verification lean4 mathematics number-theory proofs python theorem-proving visualization curated recent"},{"id":"github-repo:docxology/line_set","type":"github_repository","title":"docxology/line_set","url":"https://github.com/docxology/line_set","summary":"Registry and validator for the Red, Black, Golden, and White Line governance packages: reads installed siblings, checks their enum vocabularies for collisions, and reports SET_LEGIBLE, SET_PARTIAL, SET_COLLIDING, or SET_UNDECLARED. Pure Python stdlib, CLI, 7 SVG figures.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/line_set Registry and validator for the Red, Black, Golden, and White Line governance packages: reads installed siblings, checks their enum vocabularies for collisions, and reports SET_LEGIBLE, SET_PARTIAL, SET_COLLIDING, or SET_UNDECLARED. Pure Python stdlib, CLI, 7 SVG figures. Python docxology audit cli governance python registry research-integrity validation curated recent"},{"id":"github-repo:docxology/links","type":"github_repository","title":"docxology/links","url":"https://github.com/docxology/links","summary":"Nine-stage Python 3.12 pipeline that turns a curated URL list into a synthesized political platform — scrapes and caches pages, extracts principles, policies, values, and goals with the Claude Agent SDK, then generates essays and Markdown/HTML/JSON platform documents with DALL-E 3 imagery.","domain":"docxology","tags":["github","repository","HTML","docxology","recent"],"content":"docxology/links Nine-stage Python 3.12 pipeline that turns a curated URL list into a synthesized political platform — scrapes and caches pages, extracts principles, policies, values, and goals with the Claude Agent SDK, then generates essays and Markdown/HTML/JSON platform documents with DALL-E 3 imagery. HTML docxology claude-agent-sdk content-synthesis llm pipeline python text-generation web-scraping recent"},{"id":"github-repo:docxology/literature","type":"github_repository","title":"docxology/literature","url":"https://github.com/docxology/literature","summary":"Python literature-review toolkit: unified search across arXiv, PubMed, Semantic Scholar, CrossRef, OpenAlex and DBLP, parallel PDF download with retry tracking and indexing, local Ollama LLM summarization, BibTeX export, and meta-analysis plots including PCA, keyword clustering and publication trends.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/literature Python literature-review toolkit: unified search across arXiv, PubMed, Semantic Scholar, CrossRef, OpenAlex and DBLP, parallel PDF download with retry tracking and indexing, local Ollama LLM summarization, BibTeX export, and meta-analysis plots including PCA, keyword clustering and publication trends. Python docxology academic active-inference arxiv bibliography bibtex crossref ecology literature-review meta-analysis ollama openalex papers pubmed python reading-list research research-tools semantic-scholar curated recent"},{"id":"github-repo:docxology/markdown_decision_process","type":"github_repository","title":"docxology/markdown_decision_process","url":"https://github.com/docxology/markdown_decision_process","summary":"Treats Markdown documents as Markov decision processes — parses structure into a NetworkX state space, optimizes it with reinforcement learning policies, tracks POMDP belief updates, and generates text from learned Markov chains. Python 3.8+ with Pandoc conversion; 238/243 tests passing.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/markdown_decision_process Treats Markdown documents as Markov decision processes — parses structure into a NetworkX state space, optimizes it with reinforcement learning policies, tracks POMDP belief updates, and generates text from learned Markov chains. Python 3.8+ with Pandoc conversion; 238/243 tests passing. Python docxology document-analysis markdown markov-decision-process networkx pandoc pomdp python reinforcement-learning curated recent"},{"id":"github-repo:docxology/Markov_Blanket_Detection","type":"github_repository","title":"docxology/Markov_Blanket_Detection","url":"https://github.com/docxology/Markov_Blanket_Detection","summary":"DMBD — PyTorch implementation of dynamic Markov blanket detection for time-series data, finding how parent/child/spouse neighborhoods and sensory, active, and internal state partitions shift over time via conditional independence tests, temporal windowing, and information-flow analysis. Follows Beck & Ramstead (2025).","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/Markov_Blanket_Detection DMBD — PyTorch implementation of dynamic Markov blanket detection for time-series data, finding how parent/child/spouse neighborhoods and sensory, active, and internal state partitions shift over time via conditional independence tests, temporal windowing, and information-flow analysis. Follows Beck & Ramstead (2025). Python docxology active-inference causal-inference free-energy-principle information-theory markov-blanket python pytorch time-series curated recent"},{"id":"github-repo:docxology/math4wisdom-superhuman-docs-archive","type":"github_repository","title":"docxology/math4wisdom-superhuman-docs-archive","url":"https://github.com/docxology/math4wisdom-superhuman-docs-archive","summary":"Node.js archival pipeline that snapshots a Math4Wisdom Superhuman Docs document through the read-only MCP API — extracting pages, tables, rows and embedded media into Markdown, JSON and CSV with SHA-256 content addressing, image dedup, and validation gates that discard failed runs.","domain":"docxology","tags":["github","repository","TypeScript","docxology","curated","recent"],"content":"docxology/math4wisdom-superhuman-docs-archive Node.js archival pipeline that snapshots a Math4Wisdom Superhuman Docs document through the read-only MCP API — extracting pages, tables, rows and embedded media into Markdown, JSON and CSV with SHA-256 content addressing, image dedup, and validation gates that discard failed runs. TypeScript docxology archival content-addressing data-extraction documentation mcp nodejs web-scraping curated recent"},{"id":"github-repo:docxology/mdkv","type":"github_repository","title":"docxology/mdkv","url":"https://github.com/docxology/mdkv","summary":"Python library and CLI for .mdkv, a ZIP container that packs multilingual layered Markdown into one file — seven track types (primary, translation, commentary, code, reference, media_ref, revision) with a YAML manifest, plus regex search, diff, stats, and deterministic filtered HTML/Markdown export. FastAPI GUI included.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/mdkv Python library and CLI for .mdkv, a ZIP container that packs multilingual layered Markdown into one file — seven track types (primary, translation, commentary, code, reference, media_ref, revision) with a YAML manifest, plus regex search, diff, stats, and deterministic filtered HTML/Markdown export. FastAPI GUI included. Python docxology cli container-format documentation fastapi file-format markdown multilingual python translation versioning curated recent"},{"id":"github-repo:docxology/MetaInformAnt","type":"github_repository","title":"docxology/MetaInformAnt","url":"https://github.com/docxology/MetaInformAnt","summary":"METAINFORMANT is a Python 3.11+ multi-omic bioinformatics toolkit spanning 28 modules and 650+ files for DNA, RNA-seq, protein, epigenome and single-cell analysis, GWAS with fine-mapping and eQTL, joint PCA, 70+ plot types — uv-managed, 7,700+ tests, demoed on 8,300+ samples across 28 species.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/MetaInformAnt METAINFORMANT is a Python 3.11+ multi-omic bioinformatics toolkit spanning 28 modules and 650+ files for DNA, RNA-seq, protein, epigenome and single-cell analysis, GWAS with fine-mapping and eQTL, joint PCA, 70+ plot types — uv-managed, 7,700+ tests, demoed on 8,300+ samples across 28 species. Python docxology active-inference ant-behavior ants bioinformatics computational-biology data-visualization ecology entomology epigenomics eqtl genomics gwas hymenoptera multi-agent-systems multi-omics proteomics python rna-seq single-cell transcriptomics curated recent"},{"id":"github-repo:docxology/millennium_audit","type":"github_repository","title":"docxology/millennium_audit","url":"https://github.com/docxology/millennium_audit","summary":"Forensic audit of the MillenniumLean Clay-proof package (AIX Global): kernel claims reproduced, none of the six Clay Millennium Problems resolved by the theorem types. Zenodo DOI 10.5281/zenodo.22243473","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/millennium_audit Forensic audit of the MillenniumLean Clay-proof package (AIX Global): kernel claims reproduced, none of the six Clay Millennium Problems resolved by the theorem types. Zenodo DOI 10.5281/zenodo.22243473 Python docxology  curated recent"},{"id":"github-repo:docxology/multi-time","type":"github_repository","title":"docxology/multi-time","url":"https://github.com/docxology/multi-time","summary":"Multi-frequency time series toolkit on sktime — handles patchy and irregular series with frequency detection, gap analysis, ADF/KPSS stationarity and Granger causality tests, then forecasts via Naive, Exponential Smoothing, Theta, AutoARIMA, SARIMAX, and ensembles scored by MAE/MAPE/MASE/RMSSE. 134 pytest tests.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/multi-time Multi-frequency time series toolkit on sktime — handles patchy and irregular series with frequency detection, gap analysis, ADF/KPSS stationarity and Granger causality tests, then forecasts via Naive, Exponential Smoothing, Theta, AutoARIMA, SARIMAX, and ensembles scored by MAE/MAPE/MASE/RMSSE. 134 pytest tests. Python docxology arima forecasting granger-causality machine-learning python sktime stationarity statistics time-series curated recent"},{"id":"github-repo:docxology/nockchain-migration","type":"github_repository","title":"docxology/nockchain-migration","url":"https://github.com/docxology/nockchain-migration","summary":"Operator-gated wizard and tooling for migrating Nockchain wallets from legacy v0 notes to v1 P2PKH addresses","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/nockchain-migration Operator-gated wizard and tooling for migrating Nockchain wallets from legacy v0 notes to v1 P2PKH addresses Python docxology  curated recent"},{"id":"github-repo:docxology/ntqr_allotment","type":"github_repository","title":"docxology/ntqr_allotment","url":"https://github.com/docxology/ntqr_allotment","summary":"Research testbed pairing allotment (maximin stratified sortition, Flanigan et al. Nature 2021) with ntqr algebraic logic for ground-truth-free evaluation of noisy binary classifiers — a 96-seed grid over 3/6/9/12-judge panels and 300-item corpora, validated against live gemma3:4b reviewers via Ollama.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/ntqr_allotment Research testbed pairing allotment (maximin stratified sortition, Flanigan et al. Nature 2021) with ntqr algebraic logic for ground-truth-free evaluation of noisy binary classifiers — a 96-seed grid over 3/6/9/12-judge panels and 300-item corpora, validated against live gemma3:4b reviewers via Ollama. Python docxology algebraic-geometry classifiers evaluation llm-evaluation ollama python sortition sympy unsupervised-evaluation curated recent"},{"id":"github-repo:docxology/ntqr_llm","type":"github_repository","title":"docxology/ntqr_llm","url":"https://github.com/docxology/ntqr_llm","summary":"Label-free evaluation of LLM judge ensembles: 3 market personas across 6 local Ollama models vote on 64 scenarios, and the NTQR 0.8 algebraic-geometry solver recovers per-persona accuracy from votes alone — no answer key. Includes error-independence controls, bootstrap 95% CIs, and results-injected manuscript builds.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/ntqr_llm Label-free evaluation of LLM judge ensembles: 3 market personas across 6 local Ollama models vote on 64 scenarios, and the NTQR 0.8 algebraic-geometry solver recovers per-persona accuracy from votes alone — no answer key. Includes error-independence controls, bootstrap 95% CIs, and results-injected manuscript builds. Python docxology algebraic-geometry benchmarking ensembles llm-evaluation ntqr ollama python unsupervised-evaluation curated recent"},{"id":"github-repo:docxology/obsidian-construction-from-text","type":"github_repository","title":"docxology/obsidian-construction-from-text","url":"https://github.com/docxology/obsidian-construction-from-text","summary":"Python pipeline that turns scientific publications in Markdown into a linked Obsidian vault — spaCy (en_core_web_md) extracts people, organizations, concepts, and technologies, NetworkX builds the graph, and the CLI writes cross-linked Entities, Topics, and Publications notes plus JSON graph data.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/obsidian-construction-from-text Python pipeline that turns scientific publications in Markdown into a linked Obsidian vault — spaCy (en_core_web_md) extracts people, organizations, concepts, and technologies, NetworkX builds the graph, and the CLI writes cross-linked Entities, Topics, and Publications notes plus JSON graph data. Python docxology knowledge-graph markdown named-entity-recognition networkx nlp obsidian python research-notes spacy curated recent"},{"id":"github-repo:docxology/OmniLatticeTextbook","type":"github_repository","title":"docxology/OmniLatticeTextbook","url":"https://github.com/docxology/OmniLatticeTextbook","summary":"The Infinite Octaves Omni-Lattice Textbook — a modular synthesis of the SynthOBS engine papers (SS Vibelandia): 30 chapters, tested formalisms, deterministic figures","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/OmniLatticeTextbook The Infinite Octaves Omni-Lattice Textbook — a modular synthesis of the SynthOBS engine papers (SS Vibelandia): 30 chapters, tested formalisms, deterministic figures HTML docxology  curated recent"},{"id":"github-repo:docxology/opentir","type":"github_repository","title":"docxology/opentir","url":"https://github.com/docxology/opentir","summary":"Analyzer of Palantir's open source ecosystem: clones and parses 250+ repositories (6.2M+ lines, 500K+ code elements) across Java, TypeScript, Go and Python, computes complexity and dependency metrics with PCA, ANOVA and clustering, and emits searchable MkDocs sites from one opentir build-complete run.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/opentir Analyzer of Palantir's open source ecosystem: clones and parses 250+ repositories (6.2M+ lines, 500K+ code elements) across Java, TypeScript, Go and Python, computes complexity and dependency metrics with PCA, ANOVA and clustering, and emits searchable MkDocs sites from one opentir build-complete run. Python docxology code-analysis mkdocs multi-repo open-source palantir python repository-mining research-tools software-analysis software-metrics static-analysis visualization curated recent"},{"id":"github-repo:docxology/p3if","type":"github_repository","title":"docxology/p3if","url":"https://github.com/docxology/p3if","summary":"P3IF (Properties, Processes, Perspectives Inter-Framework) in Python — compose and validate requirements patterns across security, healthcare, and cognitive-security domains, then explore them through 3D interactive visualizations and a Flask dashboard. Pydantic models, synthetic data generators, pytest suite.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/p3if P3IF (Properties, Processes, Perspectives Inter-Framework) in Python — compose and validate requirements patterns across security, healthcare, and cognitive-security domains, then explore them through 3D interactive visualizations and a Flask dashboard. Pydantic models, synthetic data generators, pytest suite. HTML docxology 3d-visualization cognitive-security flask framework healthcare interoperability pydantic python requirements-engineering security systems-thinking visualization curated recent"},{"id":"github-repo:docxology/prior_cognitive_art","type":"github_repository","title":"docxology/prior_cognitive_art","url":"https://github.com/docxology/prior_cognitive_art","summary":"Manuscript project asking why cognitive priors exist, applying Tinbergen's four questions to hierarchical Bayes and the ontogenetic regress — 12 argument modules, 21 deterministic figures, a 35-entry symbol glossary with closure checks, and a reproducible Python build to PDF, HTML and slides.","domain":"docxology","tags":["github","repository","Python","docxology","recent"],"content":"docxology/prior_cognitive_art Manuscript project asking why cognitive priors exist, applying Tinbergen's four questions to hierarchical Bayes and the ontogenetic regress — 12 argument modules, 21 deterministic figures, a 35-entry symbol glossary with closure checks, and a reproducible Python build to PDF, HTML and slides. Python docxology active-inference bayesian-inference cognitive-science manuscript philosophy-of-mind priors python reproducible-research tinbergen recent"},{"id":"github-repo:docxology/qr_live_protocol","type":"github_repository","title":"docxology/qr_live_protocol","url":"https://github.com/docxology/qr_live_protocol","summary":"QR Live Protocol (QRLP) — Python toolkit that generates live, verifiable QR codes carrying NTP-synced timestamps, Bitcoin/Ethereum block hashes, HMAC and public-key signatures, plus OpenTimestamps attestation. Flask/SocketIO server drops into OBS Studio as a browser source; 624 tests, 88% coverage.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/qr_live_protocol QR Live Protocol (QRLP) — Python toolkit that generates live, verifiable QR codes carrying NTP-synced timestamps, Bitcoin/Ethereum block hashes, HMAC and public-key signatures, plus OpenTimestamps attestation. Flask/SocketIO server drops into OBS Studio as a browser source; 624 tests, 88% coverage. Python docxology blockchain cryptography flask livestream obs-studio opentimestamps provenance python qr-code socketio timestamping verification curated recent"},{"id":"github-repo:docxology/QuadCraft","type":"github_repository","title":"docxology/QuadCraft","url":"https://github.com/docxology/QuadCraft","summary":"Tetrahedral voxel game engine in C++/OpenGL that replaces cubic blocks with quadray coordinates — fractal terrain generation, modified marching tetrahedrons meshing, wireframe and quadray debug views, plus 30 standalone 4D browser games built on the same Fuller/Urner coordinate system.","domain":"docxology","tags":["github","repository","JavaScript","docxology","curated","recent"],"content":"docxology/QuadCraft Tetrahedral voxel game engine in C++/OpenGL that replaces cubic blocks with quadray coordinates — fractal terrain generation, modified marching tetrahedrons meshing, wireframe and quadray debug views, plus 30 standalone 4D browser games built on the same Fuller/Urner coordinate system. JavaScript docxology 3d buckminster-fuller computational-geometry cpp game game-engine geometry javascript marching-tetrahedra minecraft open-source opengl procedural-generation quadray quadray-coordinates synergetics tetrahedra tetrahedral voxel voxel-engine curated recent"},{"id":"github-repo:docxology/QuadMath","type":"github_repository","title":"docxology/QuadMath","url":"https://github.com/docxology/QuadMath","summary":"Quadray coordinate and 4D tetrahedral lattice mathematics in Python: integer volume quantization, lattice optimization, pytest at 100% coverage with no mocks, and a render_pdf.sh pipeline regenerating figures, data and an 8-chapter Markdown-to-LaTeX manuscript. Zenodo DOI 10.5281/zenodo.16887791.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/QuadMath Quadray coordinate and 4D tetrahedral lattice mathematics in Python: integer volume quantization, lattice optimization, pytest at 100% coverage with no mocks, and a render_pdf.sh pipeline regenerating figures, data and an 8-chapter Markdown-to-LaTeX manuscript. Zenodo DOI 10.5281/zenodo.16887791. Python docxology buckminster-fuller geometry lattice mathematics python quadray reproducible-research synergetics zenodo curated recent"},{"id":"github-repo:docxology/README","type":"github_repository","title":"docxology/README","url":"https://github.com/docxology/README","summary":"Placeholder repository holding a single empty README.md — no code or content.","domain":"docxology","tags":["github","repository","","docxology","archived","recent"],"content":"docxology/README Placeholder repository holding a single empty README.md — no code or content.  docxology placeholder archived recent"},{"id":"github-repo:docxology/realizing_emptiness","type":"github_repository","title":"docxology/realizing_emptiness","url":"https://github.com/docxology/realizing_emptiness","summary":"Python 3.10+ research pipeline that turns a no-self / quantum-reference-frame paper into runnable code: variational free energy decompositions, pymdp active inference policy traces, Bayesian model reduction, CHSH separability witnesses, and criticality tests with bootstrap CIs — 85 tests, 95% coverage, deterministic seeded outputs.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/realizing_emptiness Python 3.10+ research pipeline that turns a no-self / quantum-reference-frame paper into runnable code: variational free energy decompositions, pymdp active inference policy traces, Bayesian model reduction, CHSH separability witnesses, and criticality tests with bootstrap CIs — 85 tests, 95% coverage, deterministic seeded outputs. Python docxology active-inference bayesian-model-reduction buddhism consciousness criticality free-energy-principle pymdp python quantum-reference-frames curated recent"},{"id":"github-repo:docxology/red_line","type":"github_repository","title":"docxology/red_line","url":"https://github.com/docxology/red_line","summary":"Versioned, executable declaration of personal refusals in dual-use software — evaluate_action() checks proposed work against 7 red lines with typed exemptions and oversight tiers, backed by a SHA-256 warrant canary, 108+ deterministic evaluations, 18 figures and 90%+ test coverage in Python.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/red_line Versioned, executable declaration of personal refusals in dual-use software — evaluate_action() checks proposed work against 7 red lines with typed exemptions and oversight tiers, backed by a SHA-256 warrant canary, 108+ deterministic evaluations, 18 figures and 90%+ test coverage in Python. Python docxology ai-safety dual-use ethics governance python research-integrity responsible-ai warrant-canary curated recent"},{"id":"github-repo:docxology/service","type":"github_repository","title":"docxology/service","url":"https://github.com/docxology/service","summary":"Python service-catalog toolkit built on an XML schema (clinamenic_service.xml) — parses packages, tiers, retainers, and flat/recurring/tiered pricing into dataclasses, then validates IDs and exports JSON, CSV, D3.js graph data, and matplotlib price-comparison charts from one CLI.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/service Python service-catalog toolkit built on an XML schema (clinamenic_service.xml) — parses packages, tiers, retainers, and flat/recurring/tiered pricing into dataclasses, then validates IDs and exports JSON, CSV, D3.js graph data, and matplotlib price-comparison charts from one CLI. Python docxology cli consulting d3js data-export pricing python service-catalog xml curated recent"},{"id":"github-repo:docxology/silver_line","type":"github_repository","title":"docxology/silver_line","url":"https://github.com/docxology/silver_line","summary":"Silver Line — What is preserved, what is entrusted to whom, what is allowed to lapse","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/silver_line Silver Line — What is preserved, what is entrusted to whom, what is allowed to lapse Python docxology  curated recent"},{"id":"github-repo:docxology/Skillarum","type":"github_repository","title":"docxology/Skillarum","url":"https://github.com/docxology/Skillarum","summary":"Turns selected public website pages into portable SKILL.md documents for agent harnesses; five inspectable stages with provenance, safety-bounded crawling, and evidence-gated research outputs.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/Skillarum Turns selected public website pages into portable SKILL.md documents for agent harnesses; five inspectable stages with provenance, safety-bounded crawling, and evidence-gated research outputs. Python docxology  curated recent"},{"id":"github-repo:docxology/snake","type":"github_repository","title":"docxology/snake","url":"https://github.com/docxology/snake","summary":"Snake-in-the-Box solver in Python: heuristically pruned breadth-first search with bit-array vertex tracking and lower-dimension priming to find long induced paths in n-dimensional hypercubes, reaching bounds of 732 (11D), 1439 (12D) and 2854 (13D), plus validation, record database and 3D visualization.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/snake Snake-in-the-Box solver in Python: heuristically pruned breadth-first search with bit-array vertex tracking and lower-dimension priming to find long induced paths in n-dimensional hypercubes, reaching bounds of 732 (11D), 1439 (12D) and 2854 (13D), plus validation, record database and 3D visualization. Python docxology combinatorics graph-theory hypercube mathematics optimization python search-algorithms snake-in-the-box visualization curated recent"},{"id":"github-repo:docxology/steganographer","type":"github_repository","title":"docxology/steganographer","url":"https://github.com/docxology/steganographer","summary":"Rust workspace for tamper-evident media — embeds BLAKE3 hashes, Ed25519 signatures, and visible QR watermarks into live video and audio via LSB, DCT, and spread-spectrum steganography. Four crates (core, CLI, GStreamer, Axum dashboard), 457 tests, real-time webcam verification.","domain":"docxology","tags":["github","repository","Rust","docxology","curated","recent"],"content":"docxology/steganographer Rust workspace for tamper-evident media — embeds BLAKE3 hashes, Ed25519 signatures, and visible QR watermarks into live video and audio via LSB, DCT, and spread-spectrum steganography. Four crates (core, CLI, GStreamer, Axum dashboard), 457 tests, real-time webcam verification. Rust docxology audio blake3 content-authenticity cryptography ed25519 gstreamer media-verification open-source provenance python qr-code rust security steganography tamper-detection video watermarking curated recent"},{"id":"github-repo:docxology/sunspot","type":"github_repository","title":"docxology/sunspot","url":"https://github.com/docxology/sunspot","summary":"Python toolkit correlating a GitHub user's commit history with solar and geomagnetic activity — sunspot numbers (SILSO), F10.7 flux, Dst and ap indices from OMNI2/NOAA SWPC. Computes lagged Pearson/Spearman correlations, Lomb-Scargle periodograms, and bootstrap CIs with heatmaps and multi-user comparison.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/sunspot Python toolkit correlating a GitHub user's commit history with solar and geomagnetic activity — sunspot numbers (SILSO), F10.7 flux, Dst and ap indices from OMNI2/NOAA SWPC. Computes lagged Pearson/Spearman correlations, Lomb-Scargle periodograms, and bootstrap CIs with heatmaps and multi-user comparison. Python docxology correlation data-analysis geomagnetic github-api noaa python solar-activity space-weather sunspots time-series curated recent"},{"id":"github-repo:docxology/symergetics","type":"github_repository","title":"docxology/symergetics","url":"https://github.com/docxology/symergetics","summary":"Python library for exact all-integer symbolic computation in Buckminster Fuller's Synergetics — rational SymergeticsNumber arithmetic with no floating-point error, Quadray 4D tetrahedral coordinates, polyhedral volume ratios, Scheherazade numbers and primorials, and matplotlib/plotly/ASCII output. 977 tests.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/symergetics Python library for exact all-integer symbolic computation in Buckminster Fuller's Synergetics — rational SymergeticsNumber arithmetic with no floating-point error, Quadray 4D tetrahedral coordinates, polyhedral volume ratios, Scheherazade numbers and primorials, and matplotlib/plotly/ASCII output. 977 tests. Python docxology buckminster-fuller exact-arithmetic geometry mathematics polyhedra python quadray symbolic-computation synergetics curated recent"},{"id":"github-repo:docxology/SynthOBS","type":"github_repository","title":"docxology/SynthOBS","url":"https://github.com/docxology/SynthOBS","summary":"Golden-ratio broadcast console for OBS plus FractiSynth, a native libobs C plugin whose phi-scaled video and audio filters are driven by live NOAA solar-wind telemetry — fail-closed on bad data, Lean 4 invariant proofs, and 1,217 pytest tests at 96% coverage.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/SynthOBS Golden-ratio broadcast console for OBS plus FractiSynth, a native libobs C plugin whose phi-scaled video and audio filters are driven by live NOAA solar-wind telemetry — fail-closed on bad data, Lean 4 invariant proofs, and 1,217 pytest tests at 96% coverage. Python docxology audio-visual broadcasting c golden-ratio lean4 libobs noaa obs-plugin obs-studio python space-weather curated recent"},{"id":"github-repo:docxology/template","type":"github_repository","title":"docxology/template","url":"https://github.com/docxology/template","summary":"GitHub template for reproducible research repos — two-layer Python 3.10+/uv monorepo splitting generic infrastructure from per-project code, with pytest coverage gates (60% infra, 90% projects), a 17-stage build pipeline, markdown-to-PDF rendering via pandoc/LaTeX, and 24 canonical exemplars.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template GitHub template for reproducible research repos — two-layer Python 3.10+/uv monorepo splitting generic infrastructure from per-project code, with pytest coverage gates (60% infra, 90% projects), a 17-stage build pipeline, markdown-to-PDF rendering via pandoc/LaTeX, and 24 canonical exemplars. Python docxology agents-md ai-agents claude-code computational-research cursor github-template latex multi-project ollama pandoc pdf-generation project-template provenance pytest python reproducible-research research-template steganography uv zenodo curated recent"},{"id":"github-repo:docxology/template-pitch-deck","type":"github_repository","title":"docxology/template-pitch-deck","url":"https://github.com/docxology/template-pitch-deck","summary":"Pitch decks as reproducible build artifacts: one YAML content source renders six deliverables — short/medium/long decks in PDF (ReportLab) and PPTX (python-pptx) — with byte-identical rebuilds, citation enforcement, a cliche linter, live token checks against repo test counts and DOIs, and per-slide QR deep links.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template-pitch-deck Pitch decks as reproducible build artifacts: one YAML content source renders six deliverables — short/medium/long decks in PDF (ReportLab) and PPTX (python-pptx) — with byte-identical rebuilds, citation enforcement, a cliche linter, live token checks against repo test counts and DOIs, and per-slide QR deep links. Python docxology deterministic-builds pdf-generation pitch-deck presentation pytest python python-pptx reportlab reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template-release-smoke","type":"github_repository","title":"docxology/template-release-smoke","url":"https://github.com/docxology/template-release-smoke","summary":"Throwaway smoke-test repo for the docxology/template release orchestrator — exercises end-to-end GitHub release creation and manuscript PDF asset upload via scripts/publish_project_release.py. No template source code here; releases and Zenodo records from it are test artifacts, not citable.","domain":"docxology","tags":["github","repository","","docxology","recent"],"content":"docxology/template-release-smoke Throwaway smoke-test repo for the docxology/template release orchestrator — exercises end-to-end GitHub release creation and manuscript PDF asset upload via scripts/publish_project_release.py. No template source code here; releases and Zenodo records from it are test artifacts, not citable.  docxology ci release-automation sandbox smoke-test testing recent"},{"id":"github-repo:docxology/template_active_inference","type":"github_repository","title":"docxology/template_active_inference","url":"https://github.com/docxology/template_active_inference","summary":"Template for composing multi-track active inference manuscripts — closed-form analytics, pymdp simulations, Lean 4 proofs, GNN/ontology notation — bound to shared sections by a typed sheaf engine with six machine-checked composition laws and a symbol gluing certificate.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_active_inference Template for composing multi-track active inference manuscripts — closed-form analytics, pymdp simulations, Lean 4 proofs, GNN/ontology notation — bound to shared sections by a typed sheaf engine with six machine-checked composition laws and a symbol gluing certificate. Python docxology active-inference category-theory free-energy-principle lean4 pymdp pytest python reproducible-research research-template sheaf-theory uv curated recent"},{"id":"github-repo:docxology/template_advanced_literature_review","type":"github_repository","title":"docxology/template_advanced_literature_review","url":"https://github.com/docxology/template_advanced_literature_review","summary":"Template for reproducible multi-phase literature reviews: three sequential arXiv and OpenAlex search phases, deterministic year/citation/venue filters, Jaccard cross-phase overlap checks, and optional local-LLM abstract classification. Python 3.10+, pandas, networkx, YAML config.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_advanced_literature_review Template for reproducible multi-phase literature reviews: three sequential arXiv and OpenAlex search phases, deterministic year/citation/venue filters, Jaccard cross-phase overlap checks, and optional local-LLM abstract classification. Python 3.10+, pandas, networkx, YAML config. Python docxology arxiv bibliometrics literature-review networkx openalex pytest python reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_autopoiesis","type":"github_repository","title":"docxology/template_autopoiesis","url":"https://github.com/docxology/template_autopoiesis","summary":"Template that generates whole runnable child projects — src, tests, scripts, docs — from a combinatoric grammar over 5 domains and 8 kernel primitives, with SHA-256 byte-stable output, recompute verification of tree hashes, and meta-tests against green-by-construction test theater.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_autopoiesis Template that generates whole runnable child projects — src, tests, scripts, docs — from a combinatoric grammar over 5 domains and 8 kernel primitives, with SHA-256 byte-stable output, recompute verification of tree hashes, and meta-tests against green-by-construction test theater. Python docxology autopoiesis code-generation determinism metaprogramming provenance pytest python reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_autoresearch_project","type":"github_repository","title":"docxology/template_autoresearch_project","url":"https://github.com/docxology/template_autoresearch_project","summary":"Template for a bounded, deterministic AutoResearch loop over a local ML task: numpy-only models on an MNIST subset, evidence-linked claims, checksummed research-object manifests, fail-closed schema validation, and human-review gates instead of autonomous approval.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_autoresearch_project Template for a bounded, deterministic AutoResearch loop over a local ML task: numpy-only models on an MNIST subset, evidence-linked claims, checksummed research-object manifests, fail-closed schema validation, and human-review gates instead of autonomous approval. Python docxology ai-agents automated-research machine-learning provenance pytest python reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_autoscientists","type":"github_repository","title":"docxology/template_autoscientists","url":"https://github.com/docxology/template_autoscientists","summary":"Testbed for the five coordination mechanisms in the AutoScientists paper on self-organizing agent teams: shared experiment log, dead-end registry (36 redundant re-probes to 0), effect-size ranking, noise-band confirmation, stagnation reorganization. Python, uv, no mocks.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/template_autoscientists Testbed for the five coordination mechanisms in the AutoScientists paper on self-organizing agent teams: shared experiment log, dead-end registry (36 redundant re-probes to 0), effect-size ranking, noise-band confirmation, stagnation reorganization. Python, uv, no mocks. HTML docxology ai-agents automated-science coordination multi-agent pytest python reproducible-research research-automation research-template uv curated recent"},{"id":"github-repo:docxology/template_bioinformatics_project","type":"github_repository","title":"docxology/template_bioinformatics_project","url":"https://github.com/docxology/template_bioinformatics_project","summary":"Boilerplate scaffold for reproducible bioinformatics projects: enforced directory layout separating immutable raw data, processed intermediates, scripts, notebooks, results and logs, with YAML-driven configuration, Python 3 virtualenv setup and standard logging instead of hardcoded parameters.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_bioinformatics_project Boilerplate scaffold for reproducible bioinformatics projects: enforced directory layout separating immutable raw data, processed intermediates, scripts, notebooks, results and logs, with YAML-driven configuration, Python 3 virtualenv setup and standard logging instead of hardcoded parameters. Python docxology bioinformatics data-management project-template python reproducible-research scaffold curated recent"},{"id":"github-repo:docxology/template_code_project","type":"github_repository","title":"docxology/template_code_project","url":"https://github.com/docxology/template_code_project","summary":"Python template for single-method computational research: algorithms in src/, seeded experiments, auto-generated figures, and a manuscript where every number is a token filled from code. uv, pytest at 90% coverage, Zenodo/PyPI/arXiv publishing.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_code_project Python template for single-method computational research: algorithms in src/, seeded experiments, auto-generated figures, and a manuscript where every number is a token filled from code. uv, pytest at 90% coverage, Zenodo/PyPI/arXiv publishing. Python docxology computational-research experiments manuscript pytest python reproducible-research research-template uv zenodo curated recent"},{"id":"github-repo:docxology/template_data_descriptor","type":"github_repository","title":"docxology/template_data_descriptor","url":"https://github.com/docxology/template_data_descriptor","summary":"Scaffold for publishing a dataset with a machine-readable data contract: JSON descriptors drive schema fingerprints, field-level constraint checks, SHA-256 file verification and quality gates, emitting data-dictionary and provenance-flow figures plus a FAIR release manifest with durable Zenodo identifiers.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/template_data_descriptor Scaffold for publishing a dataset with a machine-readable data contract: JSON descriptors drive schema fingerprints, field-level constraint checks, SHA-256 file verification and quality gates, emitting data-dictionary and provenance-flow figures plus a FAIR release manifest with durable Zenodo identifiers. HTML docxology data-publishing data-quality fair-data jsonschema metadata pytest python reproducible-research research-template uv zenodo curated recent"},{"id":"github-repo:docxology/template_eda_notebook","type":"github_repository","title":"docxology/template_eda_notebook","url":"https://github.com/docxology/template_eda_notebook","summary":"Exploratory data analysis template demonstrating the notebook-to-tested-source workflow: explore a committed CSV fixture in Jupyter, then migrate logic into a pandas library (clean, normalize, group means, correlation ranking, figures) behind pytest with 90% coverage and a logic-free walkthrough notebook.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/template_eda_notebook Exploratory data analysis template demonstrating the notebook-to-tested-source workflow: explore a committed CSV fixture in Jupyter, then migrate logic into a pandas library (clean, normalize, group means, correlation ranking, figures) behind pytest with 90% coverage and a logic-free walkthrough notebook. HTML docxology data-science exploratory-data-analysis jupyter notebook pandas pytest python reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_formal","type":"github_repository","title":"docxology/template_formal","url":"https://github.com/docxology/template_formal","summary":"Illegal-states-unrepresentable design in strongly-typed Python, demonstrated on a decentralized ant-robot colony simulation: algebraic data types, session-typed protocol phases, affine transaction handles, nominal AgentId/TxnId types, a fault-injectable message bus, and active-inference agents minimizing expected free energy.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_formal Illegal-states-unrepresentable design in strongly-typed Python, demonstrated on a decentralized ant-robot colony simulation: algebraic data types, session-typed protocol phases, affine transaction handles, nominal AgentId/TxnId types, a fault-injectable message bus, and active-inference agents minimizing expected free energy. Python docxology active-inference formal-methods lean4 multi-agent mypy pytest python reproducible-research research-template tla-plus type-safety uv curated recent"},{"id":"github-repo:docxology/template_gold_refinement","type":"github_repository","title":"docxology/template_gold_refinement","url":"https://github.com/docxology/template_gold_refinement","summary":"Manuscript-refinement exemplar that models drafting as gold metallurgy: five stages (ore, smelting, assaying, cupellation, certification) monotonically raise a paper's measured purity from 37.5% to nine-nines via claim-support checks, citation audits, seeded SHA-256 token injection and 12 NetworkX/matplotlib figures.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_gold_refinement Manuscript-refinement exemplar that models drafting as gold metallurgy: five stages (ore, smelting, assaying, cupellation, certification) monotonically raise a paper's measured purity from 37.5% to nine-nines via claim-support checks, citation audits, seeded SHA-256 token injection and 12 NetworkX/matplotlib figures. Python docxology citation-analysis editing manuscript networkx pytest python quality-assurance reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_literature_meta_analysis","type":"github_repository","title":"docxology/template_literature_meta_analysis","url":"https://github.com/docxology/template_literature_meta_analysis","summary":"Systematic literature review pipeline: dispatches ten retrieval engines (arXiv, OpenAlex, Semantic Scholar, Crossref, PubMed) with graceful degradation, deduplicates by DOI/arXiv/OpenAlex ID or title hash, then runs TF-IDF embeddings, NMF topic models and citation networks into an auto-written bibliometric manuscript.","domain":"docxology","tags":["github","repository","TeX","docxology","curated","recent"],"content":"docxology/template_literature_meta_analysis Systematic literature review pipeline: dispatches ten retrieval engines (arXiv, OpenAlex, Semantic Scholar, Crossref, PubMed) with graceful degradation, deduplicates by DOI/arXiv/OpenAlex ID or title hash, then runs TF-IDF embeddings, NMF topic models and citation networks into an auto-written bibliometric manuscript. TeX docxology bibliometrics literature-review meta-analysis openalex pubmed pytest python reproducible-research research-template semantic-scholar topic-modeling uv curated recent"},{"id":"github-repo:docxology/template_madlib","type":"github_repository","title":"docxology/template_madlib","url":"https://github.com/docxology/template_madlib","summary":"Config-driven manuscript generator with auditable token provenance: a single manuscript/config.yaml hydrates a full IMRAD paper plus 9 PNG figures, token-inventory JSON and PDF/HTML/slide renders, with seeded-digest determinism and every substituted word traced back to its source YAML path.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_madlib Config-driven manuscript generator with auditable token provenance: a single manuscript/config.yaml hydrates a full IMRAD paper plus 9 PNG figures, token-inventory JSON and PDF/HTML/slide renders, with seeded-digest determinism and every substituted word traced back to its source YAML path. Python docxology determinism imrad manuscript provenance pytest python reproducible-research research-template uv yaml curated recent"},{"id":"github-repo:docxology/template_methods_paper","type":"github_repository","title":"docxology/template_methods_paper","url":"https://github.com/docxology/template_methods_paper","summary":"Scaffold for methods and protocol papers where the contribution is the procedure language itself: frozen-dataclass Python model compiles method plans to JSON, CSV worklists and Mermaid DAGs through four validation gates, with unit/dimensional safety, Kahn-order determinism and SHA-256 provenance hash chains.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/template_methods_paper Scaffold for methods and protocol papers where the contribution is the procedure language itself: frozen-dataclass Python model compiles method plans to JSON, CSV worklists and Mermaid DAGs through four validation gates, with unit/dimensional safety, Kahn-order determinism and SHA-256 provenance hash chains. HTML docxology dag laboratory-automation methods protocols provenance pytest python reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_newspaper","type":"github_repository","title":"docxology/template_newspaper","url":"https://github.com/docxology/template_newspaper","summary":"Print-ready newspaper generator in pure Python: renders a 12-page 11x17 US tabloid PDF (The Triplicate) from YAML masthead, stories and ads using ReportLab, Pillow halftone engravings and matplotlib charts, with flowing multi-column layout and broadsheet/tabloid trim swapped by data edit alone.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_newspaper Print-ready newspaper generator in pure Python: renders a 12-page 11x17 US tabloid PDF (The Triplicate) from YAML masthead, stories and ads using ReportLab, Pillow halftone engravings and matplotlib charts, with flowing multi-column layout and broadsheet/tabloid trim swapped by data edit alone. Python docxology newspaper pdf-generation pillow print-design pytest python reportlab reproducible-research research-template typesetting uv curated recent"},{"id":"github-repo:docxology/template_pools_rules_tools","type":"github_repository","title":"docxology/template_pools_rules_tools","url":"https://github.com/docxology/template_pools_rules_tools","summary":"Research-infrastructure scaffold wiring three resource pools (fonds, rules, tools) into one self-validating Python pipeline: typed manifests with schema-versioned receipts, fail-closed jsonschema validation, soft vs strong rule checks, tool entrypoint discovery, and a generated manuscript with matplotlib figures.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_pools_rules_tools Research-infrastructure scaffold wiring three resource pools (fonds, rules, tools) into one self-validating Python pipeline: typed manifests with schema-versioned receipts, fail-closed jsonschema validation, soft vs strong rule checks, tool entrypoint discovery, and a generated manuscript with matplotlib figures. Python docxology jsonschema provenance pytest python reproducible-research research-infrastructure research-template uv validation curated recent"},{"id":"github-repo:docxology/template_prose_project","type":"github_repository","title":"docxology/template_prose_project","url":"https://github.com/docxology/template_prose_project","summary":"Scaffold for manuscript and editorial projects — runs prose quality gates over a draft: readability metrics, structure validation, and BibTeX citation integrity, with thresholds from manuscript/config.yaml producing manuscript_report.json, checks.json, review_report.md, and word-count/readability/citation-density plots.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_prose_project Scaffold for manuscript and editorial projects — runs prose quality gates over a draft: readability metrics, structure validation, and BibTeX citation integrity, with thresholds from manuscript/config.yaml producing manuscript_report.json, checks.json, review_report.md, and word-count/readability/citation-density plots. Python docxology bibtex editorial manuscript pytest python readability reproducible-research research-template uv writing curated recent"},{"id":"github-repo:docxology/template_redacted_report","type":"github_repository","title":"docxology/template_redacted_report","url":"https://github.com/docxology/template_redacted_report","summary":"Scaffold for controlled disclosure of sensitive reports (FOIA, intelligence, legal) — applies classification ceilings, source protection, and reviewer gates, then emits redaction_audit.json and release_ledger.json with SHA-256 hashes while sanitized text stays in memory. Validators flag residual markers and mosaic risk.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_redacted_report Scaffold for controlled disclosure of sensitive reports (FOIA, intelligence, legal) — applies classification ceilings, source protection, and reviewer gates, then emits redaction_audit.json and release_ledger.json with SHA-256 hashes while sanitized text stays in memory. Validators flag residual markers and mosaic risk. Python docxology classification disclosure foia privacy pytest python redaction reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_registered_report","type":"github_repository","title":"docxology/template_registered_report","url":"https://github.com/docxology/template_registered_report","summary":"Scaffold for registered reports, preregistrations, and replications — freezes hypotheses, outcomes, exclusion rules, and the analysis plan into a hash-stamped ledger, logs every deviation, and audits claims so confirmatory and exploratory results stay separate. Emits hypothesis-outcome maps, analysis DAGs, deviation timelines, permutation tests.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/template_registered_report Scaffold for registered reports, preregistrations, and replications — freezes hypotheses, outcomes, exclusion rules, and the analysis plan into a hash-stamped ledger, logs every deviation, and audits claims so confirmatory and exploratory results stay separate. Emits hypothesis-outcome maps, analysis DAGs, deviation timelines, permutation tests. HTML docxology metascience open-science preregistration pytest python registered-report replication reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_search_project","type":"github_repository","title":"docxology/template_search_project","url":"https://github.com/docxology/template_search_project","summary":"Scaffold for literature review and evidence synthesis — searches arXiv, Crossref, and local corpora, deduplicates hits, enriches abstracts and fulltext, then runs local Ollama (gemma3:4b) per-paper and corpus-level synthesis into references.bib, reading_report.md, corpus.json, and coverage plots. Deterministic caching, pinned seeds.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_search_project Scaffold for literature review and evidence synthesis — searches arXiv, Crossref, and local corpora, deduplicates hits, enriches abstracts and fulltext, then runs local Ollama (gemma3:4b) per-paper and corpus-level synthesis into references.bib, reading_report.md, corpus.json, and coverage plots. Deterministic caching, pinned seeds. Python docxology arxiv bibtex crossref evidence-synthesis literature-review ollama pytest python reproducible-research research-template uv curated recent"},{"id":"github-repo:docxology/template_sia","type":"github_repository","title":"docxology/template_sia","url":"https://github.com/docxology/template_sia","summary":"Evaluation harness scaffold for self-improvement agents (SIA) — runs a Meta to Target to Feedback loop across generations, scores runs on the mini_classify task with split public/private data to catch overfitting, and replays recorded_generations fixtures for deterministic reruns. Python, uv, pytest; swap your agent into src/loop.py.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_sia Evaluation harness scaffold for self-improvement agents (SIA) — runs a Meta to Target to Feedback loop across generations, scores runs on the mini_classify task with split public/private data to catch overfitting, and replays recorded_generations fixtures for deterministic reruns. Python, uv, pytest; swap your agent into src/loop.py. Python docxology agent-evaluation ai-agents benchmark pytest python reproducible-research research-template self-improving-agents uv curated recent"},{"id":"github-repo:docxology/template_storybook","type":"github_repository","title":"docxology/template_storybook","url":"https://github.com/docxology/template_storybook","summary":"Scaffold for illustrated picture books — renders a full-page PDF storybook from content/story.yaml using ReportLab and procedural graphics, with per-page scripts you can add, remove, or reorder, plus PNG plates, contact sheet, and render manifest. Demo: 14 pages on Tessa the tetrahedron and Ciro the cube.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/template_storybook Scaffold for illustrated picture books — renders a full-page PDF storybook from content/story.yaml using ReportLab and procedural graphics, with per-page scripts you can add, remove, or reorder, plus PNG plates, contact sheet, and render manifest. Demo: 14 pages on Tessa the tetrahedron and Ciro the cube. Python docxology childrens-books illustration pdf-generation pytest python reportlab reproducible-research research-template storybook uv curated recent"},{"id":"github-repo:docxology/template_template","type":"github_repository","title":"docxology/template_template","url":"https://github.com/docxology/template_template","summary":"Reference exemplar of the docxology template family — a self-describing repo whose manuscript regenerates from its own codebase: introspection walks the YAML pipeline DAG and module inventory, a metrics engine fills tokens, and scripts draw architecture diagrams. Ships the 20-platform publishing workflow (Zenodo, PyPI, IPFS, arXiv).","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/template_template Reference exemplar of the docxology template family — a self-describing repo whose manuscript regenerates from its own codebase: introspection walks the YAML pipeline DAG and module inventory, a metrics engine fills tokens, and scripts draw architecture diagrams. Ships the 20-platform publishing workflow (Zenodo, PyPI, IPFS, arXiv). HTML docxology meta provenance publishing pytest python reproducible-research research-template self-documenting uv zenodo curated recent"},{"id":"github-repo:docxology/template_textbook","type":"github_repository","title":"docxology/template_textbook","url":"https://github.com/docxology/template_textbook","summary":"Project scaffold for book-length manuscripts — declare parts, chapters, labs, and question banks in one config.yaml and get auto-numbering, cross-references, deterministic matplotlib figures and Mermaid diagrams, and PDF/HTML/EPUB/DOCX output. Structural-contract pytest suite at 90%+ coverage; uv-managed.","domain":"docxology","tags":["github","repository","HTML","docxology","curated","recent"],"content":"docxology/template_textbook Project scaffold for book-length manuscripts — declare parts, chapters, labs, and question banks in one config.yaml and get auto-numbering, cross-references, deterministic matplotlib figures and Mermaid diagrams, and PDF/HTML/EPUB/DOCX output. Structural-contract pytest suite at 90%+ coverage; uv-managed. HTML docxology education epub latex pandoc publishing pytest python reproducible-research research-template scaffold textbook uv curated recent"},{"id":"github-repo:docxology/test_public","type":"github_repository","title":"docxology/test_public","url":"https://github.com/docxology/test_public","summary":"Scratch test repository — one .gitattributes file, no code or documentation. Exists for testing GitHub repository setup and tooling.","domain":"docxology","tags":["github","repository","","docxology","archived","recent"],"content":"docxology/test_public Scratch test repository — one .gitattributes file, no code or documentation. Exists for testing GitHub repository setup and tooling.  docxology sandbox testing archived recent"},{"id":"github-repo:docxology/thalia","type":"github_repository","title":"docxology/thalia","url":"https://github.com/docxology/thalia","summary":"THALIA is a typed agentic harness pairing DSPy compiler-driven optimization with layered memory — Inspector, BM25/embedding hybrid Retriever, cited Reasoner, append-only SQLite memory gate, and MIPRO/GEPA-style config search. Deterministic, zero-mock pytest at 90%+ coverage, evaluated on LongMemEval_S.","domain":"docxology","tags":["github","repository","Python","docxology","curated","recent"],"content":"docxology/thalia THALIA is a typed agentic harness pairing DSPy compiler-driven optimization with layered memory — Inspector, BM25/embedding hybrid Retriever, cited Reasoner, append-only SQLite memory gate, and MIPRO/GEPA-style config search. Deterministic, zero-mock pytest at 90%+ coverage, evaluated on LongMemEval_S. 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For Ants The Architecture of False Gods: William Blake, Professor Jiang, and the Active Inference Corrective to Single Vision The Great Preset: Remote Teams and Operational Art Narrative Information Ecosystems: Conflict and Trust on the Endless Frontier"},{"id":"video:institute:C9BBt5DmZuU","type":"video","title":"Fundamentals of Active Inference (Chapter 3, Session 13) May 26, 2026","url":"/videos/institute-C9BBt5DmZuU.html","external_url":"https://www.youtube.com/watch?v=C9BBt5DmZuU","summary":"Active Inference Institute video from 2026-05-30 · Active Inference","year":2026,"domain":"Active Inference Institute","tags":["video","youtube","institute","Active Inference"],"content":"Fundamentals of Active Inference (Chapter 3, Session 13) May 26, 2026 Active Inference Institute 2026-05-30 Active Inference Towards a Science of Consciousness and Social Complexity... For Ants The Architecture of False Gods: William Blake, Professor Jiang, and the Active Inference Corrective to Single Vision The Great Preset: Remote Teams and Operational Art Narrative Information Ecosystems: Conflict and Trust on the Endless Frontier"},{"id":"video:personal:HCASYc6sUhk","type":"video","title":"CodeStream #005.1 ~ Inside the template/ studio","url":"/videos/personal-HCASYc6sUhk.html","external_url":"https://www.youtube.com/watch?v=HCASYc6sUhk","summary":"Personal Channel video from 2026-05-30 · Computational Methods","year":2026,"domain":"Personal Channel","tags":["video","youtube","personal","Computational Methods"],"content":"CodeStream #005.1 ~ Inside the template/ studio Personal Channel 2026-05-30 Computational Methods Generative Research Teams: Active Inference Compositions for Research and Meta-Science AGEINT: Agentic Intelligence BeeStack: An Evidence-Typed Scaffold for Whole-Colony Honeybee Simulation Reimagining Maps right. All right. Been a while. It is May 27th, 2026. 2026. This is inside the template studio going into the Doxology template repo as it currently exists. and showing a few ways that I'm using it right now to do things like generate this modular textbook which we'll look through as well as publish with this cursor dispatch an active inference manuscript that just from a code perspective we'll look through in this stream. So write any questions in the chat. Um I will go through the template repo overall then how it's used to render the templates which are the template projects that are like…"},{"id":"video:institute:srW4pJDbxgU","type":"video","title":"Fundamentals of Active Inference (Chapter 3, Session 14) May 29, 2026","url":"/videos/institute-srW4pJDbxgU.html","external_url":"https://www.youtube.com/watch?v=srW4pJDbxgU","summary":"Active Inference Institute video from 2026-05-30 · Active Inference","year":2026,"domain":"Active Inference Institute","tags":["video","youtube","institute","Active Inference"],"content":"Fundamentals of Active Inference (Chapter 3, Session 14) May 29, 2026 Active Inference Institute 2026-05-30 Active Inference Towards a Science of Consciousness and Social Complexity... 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Problem","url":"/videos/personal-uFZpIPdnkN8.html","external_url":"https://www.youtube.com/watch?v=uFZpIPdnkN8","summary":"Personal Channel video from 2026-06-13 · Research Video Archive","year":2026,"domain":"Personal Channel","tags":["video","youtube","personal","Research Video Archive"],"content":"Talktoptera #006 ~ York Westenhaver: Recursive Self-Improvement is a Portfolio Optimization Problem Personal Channel 2026-06-13 Research Video Archive Reimagining Maps Convergence Analysis of Gradient Descent Optimization A Worked Example of the Bayesian Mechanics of Classical Objects Postdoc review (2020–2023) Hello, welcome. It is June 12th, 2026. We're in talkra number six discussing recursive self recursive self-improvement is a portfolio optimization problem here with York of the author's list and we'll just jump right in. So York, thank you for joining and looking forward to this presentation and discussion. >> Yeah, thanks man. Thanks for having me. Um, so I think sort of the right place to start is I think to kind of first of all it's like what is portfolio optimization? Then also, you know, what is recursive self-improvement? Those two things and then how do you sort of recast recursive…"},{"id":"video:personal:GbsZXNjqHuM","type":"video","title":"DemoCreate: Declarative Audio-Visual Demo Generation for Software","url":"/videos/personal-GbsZXNjqHuM.html","external_url":"https://www.youtube.com/watch?v=GbsZXNjqHuM","summary":"Personal Channel video from 2026-06-15 · Computational Methods","year":2026,"domain":"Personal Channel","tags":["video","youtube","personal","Computational Methods"],"content":"DemoCreate: Declarative Audio-Visual Demo Generation for Software Personal Channel 2026-06-15 Computational Methods DemoCreate: Declarative Audio-Visual Demo Generation for Software DuckRabbit: Typed Multimodal Illusion Generator Recovering LLM-Persona Accuracies from Unlabeled Votes template_pitch_deck: Reproducible, Validated Pitch-Deck Generation What if a demo video was not a recording you capture but a value you compile? 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And the Grand Canyon is only a hole in Arizona.\" – George Will, \"Baseball Almanac\" \"When people say 'let's…"},{"id":"artwork:50103833298","type":"artwork","title":"Portrait of the Justice as a Young Woman","url":"/artworks/50103833298-portrait-of-the-justice-as-a-young-woman.html","external_url":"https://www.flickr.com/photos/43693624@N07/50103833298","summary":"\"Fiat iustitia, ne pereat mundus\" \"Let justice be done, lest the world perish.\" – Ludwig von Mises \"Yet I shall temper so Justice with mercy, as may…","year":"2020","domain":"Art","tags":["art","drawing","draw","drawing","black","white","emblem","logo","symbol","justice"],"content":"Portrait of the Justice as a Young Woman draw drawing black white emblem logo symbol justice america court legal law scale scales social fair capital sword peace war \"Fiat iustitia, ne pereat mundus\" \"Let justice be done, lest the world perish.\" – Ludwig von Mises \"Yet I shall temper so Justice with mercy, as may…"},{"id":"artwork:50097533176","type":"artwork","title":"Great Seal of New Mexico, USA","url":"/artworks/50097533176-great-seal-of-new-mexico-usa.html","external_url":"https://www.flickr.com/photos/43693624@N07/50097533176","summary":"\"America has evolved a model for this new free world... 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Human space flight cannot develop any further without…","year":"2020","domain":"Art","tags":["art","drawing","draw","drawing","usa","american","patriot","patriotism","civil","peace"],"content":"American Social Contract (The Great Seal) draw drawing usa american patriot patriotism civil peace black white emblem logo symbol symbolism sketch novus ordo seclorum great seal dollar conspiracy illuminati free mason freemason pyramid 13 flag alchemy latin letters words 33 Blog post at coda.io/@daniel-ari-friedman/website/writing-12 \"A Bird cannot fly with one wing only. Human space flight cannot develop any further without…"},{"id":"artwork:50063317517","type":"artwork","title":"Liberty Forever (1776 - 2020 - ????)","url":"/artworks/50063317517-liberty-forever-1776-2020.html","external_url":"https://www.flickr.com/photos/43693624@N07/50063317517","summary":"\"Patriotism is a lively sense of collective responsibility. 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You would think me mad if I were to describe my…","year":"2020","domain":"Art","tags":["art","drawing","draw","drawing","pen","red","white","blue","yankee","doodle"],"content":"Spirit of '76 draw drawing pen red white blue yankee doodle 76 1776 drum drumming march patriot nationalism patriotism usa america trump election riot war peace history united states patriotic sketch art texture paper ink cartoon abstract modern \"I shudder when I think of the calamities which slavery is likely to produce in this country. You would think me mad if I were to describe my…"},{"id":"artwork:49994441338","type":"artwork","title":"Wake up, America","url":"/artworks/49994441338-wake-up-america.html","external_url":"https://www.flickr.com/photos/43693624@N07/49994441338","summary":"\"And I will put enmity between thee and the woman, and between thy seed and her seed; it shall bruise thy head, and thou shalt bruise his heel.\"…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","usa","america","wake","up","red","blue"],"content":"Wake up, America drawing draw usa america wake up red blue flag country patriot poster banner window fire riot sleeping rest civilization person woman man nationalism united states patriotic sketch art texture paper ink cartoon abstract modern \"And I will put enmity between thee and the woman, and between thy seed and her seed; it shall bruise thy head, and thou shalt bruise his heel.\"…"},{"id":"artwork:49993282117","type":"artwork","title":"Beyond Freedom and Dignity","url":"/artworks/49993282117-beyond-freedom-and-dignity.html","external_url":"https://www.flickr.com/photos/43693624@N07/49993282117","summary":"\"Just as eating contrary to the inclination is injurious to the health, study without desire spoils the memory, and it retains nothing that it takes in.\"…","year":"2020","domain":"Art","tags":["art","drawing","usa","america","freedom","riot","drawing","united","politics","cartoon"],"content":"Beyond Freedom and Dignity usa america freedom riot drawing united politics cartoon states draw patriotism speech nationalism blue red liberty gold star weapon art sketch patriotic abstract texture modern ink paper \"Just as eating contrary to the inclination is injurious to the health, study without desire spoils the memory, and it retains nothing that it takes in.\"…"},{"id":"artwork:49980370938","type":"artwork","title":"United States Air Force","url":"/artworks/49980370938-united-states-air-force.html","external_url":"https://www.flickr.com/photos/43693624@N07/49980370938","summary":"\"Birds of a feather will gather together.\" - Robert Burton, The Anatomy of Melancholy (1621), \"A bird of the air shall carry the voice, and that which…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","usa","us","air","force","freedom","patriotism"],"content":"United States Air Force drawing draw usa us air force freedom patriotism patriot order disorder cartoon government army military logo emblem eagle bird america united states patriotic sketch art texture paper ink abstract modern \"Birds of a feather will gather together.\" - Robert Burton, The Anatomy of Melancholy (1621), \"A bird of the air shall carry the voice, and that which…"},{"id":"artwork:49967216337","type":"artwork","title":"Frog, Snake, Eagle, Phoenix","url":"/artworks/49967216337-frog-snake-eagle-phoenix.html","external_url":"https://www.flickr.com/photos/43693624@N07/49967216337","summary":"\"It is better to be poor and walk in integrity than to be stupid and speak lies.\" – Solomon, Proverbs 19:1 \"Some recent philosophers seem to have given…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","art","black","white","america","usa","civil"],"content":"Frog, Snake, Eagle, Phoenix drawing draw art black white america usa civil peace communication patriot patriotism war time people symbol sketch cartoon lines snake frog eagle phoenix texture paper ink abstract modern \"It is better to be poor and walk in integrity than to be stupid and speak lies.\" – Solomon, Proverbs 19:1 \"Some recent philosophers seem to have given…"},{"id":"artwork:49966432108","type":"artwork","title":"Stars and Stripes Forever","url":"/artworks/49966432108-stars-and-stripes-forever.html","external_url":"https://www.flickr.com/photos/43693624@N07/49966432108","summary":"\"FLAG, n. A colored rag borne above troops and hoisted on forts and ships. It appears to serve the same purpose as certain signs that one sees and vacant…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","art","white","america","usa","civil","peace"],"content":"Stars and Stripes Forever drawing draw art white america usa civil peace communication patriot patriotism war time people stars stripes forever red blue symbol sketch cartoon lines united states patriotic texture paper ink abstract modern \"FLAG, n. A colored rag borne above troops and hoisted on forts and ships. 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To transcend our physical coil, we…","year":"2020","domain":"Art","tags":["art","drawing","pen","ink","draw","american","america","usa","black","snake"],"content":"DON'T COUGH ON ME pen ink draw american america usa black snake tread me dont national nationalism art creative poster corona covid covid19 health person united states patriotic sketch texture paper cartoon abstract modern 19 coronavirus The snake represents the mortal coil of each patriot. The \"I\" of the snake is actually a \"we\", as in \"we the people\". To transcend our physical coil, we…"},{"id":"artwork:49831318917","type":"artwork","title":"LIBERTAS ET PATRIA","url":"/artworks/49831318917-libertas-et-patria.html","external_url":"https://www.flickr.com/photos/43693624@N07/49831318917","summary":"\"We are testing popular government's capacity for self-defense. We are resolved to liberate the soul of American life and prove ourselves an American…","year":"2020","domain":"Art","tags":["art","drawing","black","pen","ink","writing","paper","creative","draw","usa"],"content":"LIBERTAS ET PATRIA black pen ink writing paper creative draw usa america donald trump united country nation states nationalism drawing cartoon art sketch patriotic abstract texture modern \"We are testing popular government's capacity for self-defense. We are resolved to liberate the soul of American life and prove ourselves an American…"},{"id":"artwork:49831035391","type":"artwork","title":"Patriotism: To Have and to Hold!","url":"/artworks/49831035391-patriotism-to-have-and-to-hold.html","external_url":"https://www.flickr.com/photos/43693624@N07/49831035391","summary":"\"The Union, next to our liberty, most dear. May we all remember that it can only be preserved by respecting the rights of the States and by distributing…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","usa"],"content":"Patriotism: To Have and to Hold! pen paper ink black writing creative draw usa america united states patriotic sketch art texture cartoon abstract modern \"The Union, next to our liberty, most dear. May we all remember that it can only be preserved by respecting the rights of the States and by distributing…"},{"id":"artwork:49830478353","type":"artwork","title":"Aquamarine","url":"/artworks/49830478353-aquamarine.html","external_url":"https://www.flickr.com/photos/43693624@N07/49830478353","summary":"\"The secret of the demagogue is to appear as dumb as his audience so that these people can believe themselves as smart as he.\" – Karl Kraus \"Nothing…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","usa"],"content":"Aquamarine pen paper ink black writing creative draw usa america united states patriotic sketch art texture cartoon abstract modern \"The secret of the demagogue is to appear as dumb as his audience so that these people can believe themselves as smart as he.\" – Karl Kraus \"Nothing…"},{"id":"artwork:49831027066","type":"artwork","title":"Slap to Authority","url":"/artworks/49831027066-slap-to-authority.html","external_url":"https://www.flickr.com/photos/43693624@N07/49831027066","summary":"\"So many people today — and even professional scientists — seem to me like someone who has seen thousands of trees but has never seen a forest.\" – Albert…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","texture"],"content":"Slap to Authority pen paper ink black writing creative draw texture cartoon abstract art modern \"So many people today — and even professional scientists — seem to me like someone who has seen thousands of trees but has never seen a forest.\" – Albert…"},{"id":"artwork:49831003006","type":"artwork","title":"Pen is Mightier than the Sword","url":"/artworks/49831003006-pen-is-mightier-than-the-sword.html","external_url":"https://www.flickr.com/photos/43693624@N07/49831003006","summary":"\"What is comes down to is this: the grocer, the butcher, the baker, the merchant, the landlord, the druggist, the liquor dealer, the policeman, the…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","texture"],"content":"Pen is Mightier than the Sword pen paper ink black writing creative draw texture cartoon abstract art modern \"What is comes down to is this: the grocer, the butcher, the baker, the merchant, the landlord, the druggist, the liquor dealer, the policeman, the…"},{"id":"artwork:49830465578","type":"artwork","title":"Aetna Dynamite","url":"/artworks/49830465578-aetna-dynamite.html","external_url":"https://www.flickr.com/photos/43693624@N07/49830465578","summary":"\"When the master-builder has taken up the work concerned, he is to re-establish securely any place where the fortification has fallen into ruins. Let him…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","texture"],"content":"Aetna Dynamite pen paper ink black writing creative draw texture cartoon abstract art modern \"When the master-builder has taken up the work concerned, he is to re-establish securely any place where the fortification has fallen into ruins. Let him…"},{"id":"artwork:49831315757","type":"artwork","title":"Proelio Procusi","url":"/artworks/49831315757-proelio-procusi.html","external_url":"https://www.flickr.com/photos/43693624@N07/49831315757","summary":"\"At the still point of the turning world. Neither flesh nor fleshless; Neither from nor towards; at the still point, there the dance is, But neither…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","texture"],"content":"Proelio Procusi pen paper ink black writing creative draw texture cartoon abstract art modern \"At the still point of the turning world. Neither flesh nor fleshless; Neither from nor towards; at the still point, there the dance is, But neither…"},{"id":"artwork:49831296552","type":"artwork","title":"Community in the Time of Coronavirus","url":"/artworks/49831296552-community-in-the-time-of-coronavirus.html","external_url":"https://www.flickr.com/photos/43693624@N07/49831296552","summary":"\"Outbreaks of new viruses, such as the Wuhan Coronavirus, are a constant reminder of the need to invest in research in emerging virus biology and…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","texture"],"content":"Community in the Time of Coronavirus pen paper ink black writing creative draw texture cartoon abstract art modern \"Outbreaks of new viruses, such as the Wuhan Coronavirus, are a constant reminder of the need to invest in research in emerging virus biology and…"},{"id":"artwork:49831310437","type":"artwork","title":"Three-fold Vision","url":"/artworks/49831310437-three-fold-vision.html","external_url":"https://www.flickr.com/photos/43693624@N07/49831310437","summary":"\"Patriotism is an ephemeral motive that scarcely ever outlasts the particular threat to society that aroused it.\" – Denis Diderot, Observations on the…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","texture"],"content":"Three-fold Vision pen paper ink black writing creative draw texture cartoon abstract art modern \"Patriotism is an ephemeral motive that scarcely ever outlasts the particular threat to society that aroused it.\" – Denis Diderot, Observations on the…"},{"id":"artwork:49830486693","type":"artwork","title":"Crown Thy Good","url":"/artworks/49830486693-crown-thy-good.html","external_url":"https://www.flickr.com/photos/43693624@N07/49830486693","summary":"\"To be able to fall down in such a way that in the same second it looks as if one were standing and walking, to transform the leap of life into a walk…","year":"2020","domain":"Art","tags":["art","drawing","pen","paper","ink","black","writing","creative","draw","usa"],"content":"Crown Thy Good pen paper ink black writing creative draw usa america united states patriotic sketch art texture cartoon abstract modern \"To be able to fall down in such a way that in the same second it looks as if one were standing and walking, to transform the leap of life into a walk…"},{"id":"artwork:49649657476","type":"artwork","title":"University of California","url":"/artworks/49649657476-university-of-california.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649657476","summary":"\"You can think of the curriculum as the shadows cast on a wall by the light of education itself as it shines over, under, around, and through the myriad…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"University of California drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative usa america united states patriotic texture abstract modern \"You can think of the curriculum as the shadows cast on a wall by the light of education itself as it shines over, under, around, and through the myriad…"},{"id":"artwork:49649658201","type":"artwork","title":"E Pluribus Unum","url":"/artworks/49649658201-e-pluribus-unum.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649658201","summary":"\"My body is a cage that keeps me From dancing with the one I love But my mind holds the key.\" – Arcade Fire, \"My Body Is A Cage\", Neon Bible \"The…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"E Pluribus Unum drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative usa us american america united states patriotic texture abstract modern \"My body is a cage that keeps me From dancing with the one I love But my mind holds the key.\" – Arcade Fire, \"My Body Is A Cage\", Neon Bible \"The…"},{"id":"artwork:49649935317","type":"artwork","title":"1933 Double Eagle","url":"/artworks/49649935317-1933-double-eagle.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649935317","summary":"\"And by the way, the virus. They're working hard. Looks like by April, you know, in theory, when it gets a little warmer, it miraculously goes away. I…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"1933 Double Eagle drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative usa us american america united states patriotic texture abstract modern \"And by the way, the virus. They're working hard. Looks like by April, you know, in theory, when it gets a little warmer, it miraculously goes away. I…"},{"id":"artwork:49649118738","type":"artwork","title":"America: A Prophecy","url":"/artworks/49649118738-america-a-prophecy.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649118738","summary":"\"To make America the greatest is my goal, So I beat the Russians, and I beat the Pole, and for the USA won the medal of gold. Italians said: 'You're…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"America: A Prophecy drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative usa us american america united states patriotic texture abstract modern \"To make America the greatest is my goal, So I beat the Russians, and I beat the Pole, and for the USA won the medal of gold. Italians said: 'You're…"},{"id":"artwork:49649928952","type":"artwork","title":"I Want You For USA","url":"/artworks/49649928952-i-want-you-for-usa.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649928952","summary":"\"Deliberation seems to be elitist, more appropriate to university seminars and scientific communities than to the general public. Even if everyone could…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"I Want You For USA drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative usa us american america united states patriotic texture abstract modern \"Deliberation seems to be elitist, more appropriate to university seminars and scientific communities than to the general public. Even if everyone could…"},{"id":"artwork:49649929152","type":"artwork","title":"American Government","url":"/artworks/49649929152-american-government.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649929152","summary":"\"An artist using statistics as a brush could paint two very different pictures of our country. One would have warning signs: increasing layoffs, rising…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"American Government drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative usa us american america united states patriotic texture abstract modern \"An artist using statistics as a brush could paint two very different pictures of our country. One would have warning signs: increasing layoffs, rising…"},{"id":"artwork:49649655611","type":"artwork","title":"State of Arkansas","url":"/artworks/49649655611-state-of-arkansas.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649655611","summary":"\"You can tell your mom I moved to Arkansas; you can tell your dog to bite my leg. Or tell your brother Cliff, whose fist can tell my lip. He never really…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"State of Arkansas drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative usa america united states patriotic texture abstract modern \"You can tell your mom I moved to Arkansas; you can tell your dog to bite my leg. Or tell your brother Cliff, whose fist can tell my lip. He never really…"},{"id":"artwork:49649930407","type":"artwork","title":"Phoenix Rising","url":"/artworks/49649930407-phoenix-rising.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649930407","summary":"\"I define hypnotism as the induction of a peculiar psychical [i.e., mental] condition which increases the susceptibility to suggestion. Often, it is…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Phoenix Rising drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"I define hypnotism as the induction of a peculiar psychical [i.e., mental] condition which increases the susceptibility to suggestion. Often, it is…"},{"id":"artwork:49649934492","type":"artwork","title":"Fiat Lux","url":"/artworks/49649934492-fiat-lux.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649934492","summary":"\"...the evil of it is, that it is a world wrapped up in too much jeweller's cotton and fine wool, and cannot hear the rushing of the larger worlds, and…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Fiat Lux drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"...the evil of it is, that it is a world wrapped up in too much jeweller's cotton and fine wool, and cannot hear the rushing of the larger worlds, and…"},{"id":"artwork:49649932257","type":"artwork","title":"Starry Plough","url":"/artworks/49649932257-starry-plough.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649932257","summary":"\"For the [Kogi and Ika] Indians of the Sierra, everything begins and ends with the loom, and the metaphor of thread in the cosmic cloth. Constantly on…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Starry Plough drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"For the [Kogi and Ika] Indians of the Sierra, everything begins and ends with the loom, and the metaphor of thread in the cosmic cloth. Constantly on…"},{"id":"artwork:49649115298","type":"artwork","title":"Creationism","url":"/artworks/49649115298-creationism.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649115298","summary":"\"To the art of mechanics is owing all sorts of instruments to work with, all engines of war, ships, bridges, mills, curious roofs and arches, stately…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Creationism drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern william blake \"To the art of mechanics is owing all sorts of instruments to work with, all engines of war, ships, bridges, mills, curious roofs and arches, stately…"},{"id":"artwork:49649657066","type":"artwork","title":"The Genesis Block","url":"/artworks/49649657066-the-genesis-block.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649657066","summary":"\"O, that her hand, In whose comparison all whites are ink, Writing their own reproach, to whose soft seizure The cygnet's down is harsh and spirit of…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"The Genesis Block drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"O, that her hand, In whose comparison all whites are ink, Writing their own reproach, to whose soft seizure The cygnet's down is harsh and spirit of…"},{"id":"artwork:49649117803","type":"artwork","title":"Vedic Pyramid","url":"/artworks/49649117803-vedic-pyramid.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649117803","summary":"\"There is no question, then, that RNA presents a filing system perfectly capable of handling any load of learning and memory which the human being is…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Vedic Pyramid drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"There is no question, then, that RNA presents a filing system perfectly capable of handling any load of learning and memory which the human being is…"},{"id":"artwork:49649117058","type":"artwork","title":"Veda","url":"/artworks/49649117058-veda.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649117058","summary":"\"About many things in Hinduism I had been once inclined to believe that it was all imagination that there was much of dream in it, much that was delusion…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Veda drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"About many things in Hinduism I had been once inclined to believe that it was all imagination that there was much of dream in it, much that was delusion…"},{"id":"artwork:49649933292","type":"artwork","title":"Yogic Geometry","url":"/artworks/49649933292-yogic-geometry.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649933292","summary":"\"This I know - if all men should take their troubles to the market to barter with their neighbors, not one, when he had seen the troubles of other men…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Yogic Geometry drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern william blake newton isaac geometry geometer \"This I know - if all men should take their troubles to the market to barter with their neighbors, not one, when he had seen the troubles of other men…"},{"id":"artwork:49649114898","type":"artwork","title":"Four-Stage Idealism","url":"/artworks/49649114898-four-stage-idealism.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649114898","summary":"\"I can never forget the first sensations I experienced when it dawned upon me that I had observed something possibly of incalculable consequences to…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Four-Stage Idealism drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"I can never forget the first sensations I experienced when it dawned upon me that I had observed something possibly of incalculable consequences to…"},{"id":"artwork:49649115883","type":"artwork","title":"The Guggenheim Museum","url":"/artworks/49649115883-the-guggenheim-museum.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649115883","summary":"\"His voice no touch of harmony admits, Irregularly deep, and shrill by fits. The two extremes appear like man and wife Coupled together for the sake of…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"The Guggenheim Museum drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"His voice no touch of harmony admits, Irregularly deep, and shrill by fits. The two extremes appear like man and wife Coupled together for the sake of…"},{"id":"artwork:49649654376","type":"artwork","title":"Lux In Profundis","url":"/artworks/49649654376-lux-in-profundis.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649654376","summary":"\"An English sentence like 'every whale is a mammal' transcribes directly into algebraic notation as '-W+M'. Similarly, its equivalent, 'no non-mammals…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Lux In Profundis drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"An English sentence like 'every whale is a mammal' transcribes directly into algebraic notation as '-W+M'. Similarly, its equivalent, 'no non-mammals…"},{"id":"artwork:49649931407","type":"artwork","title":"Inside Out","url":"/artworks/49649931407-inside-out.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649931407","summary":"\"BIRTH, n. The first and direst of all disasters. As to the nature of it there appears to be no uniformity. Castor and Pollux were born from the egg…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Inside Out drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative reading fractal texture abstract modern \"BIRTH, n. The first and direst of all disasters. As to the nature of it there appears to be no uniformity. Castor and Pollux were born from the egg…"},{"id":"artwork:49649652766","type":"artwork","title":"Europe: A Prophecy","url":"/artworks/49649652766-europe-a-prophecy.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649652766","summary":"\"Ambition and intrigue abuse the credulity and experience of men lacking all political, economic, and civic knowledge; they adopt pure illusion as…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Europe: A Prophecy drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"Ambition and intrigue abuse the credulity and experience of men lacking all political, economic, and civic knowledge; they adopt pure illusion as…"},{"id":"artwork:49649115973","type":"artwork","title":"Plumb, Square, Level","url":"/artworks/49649115973-plumb-square-level.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649115973","summary":"\"Even socialists, Marxists, and revolutionaries seem to have lost their belief in the future; the old shibboleths come rolling off their lips, but it is…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Plumb, Square, Level drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"Even socialists, Marxists, and revolutionaries seem to have lost their belief in the future; the old shibboleths come rolling off their lips, but it is…"},{"id":"artwork:49649930952","type":"artwork","title":"Off the Fringe","url":"/artworks/49649930952-off-the-fringe.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649930952","summary":"\"For many parts of Nature can neither be invented with sufficient subtlety, nor demonstrated with sufficient perspicuity, nor accommodated unto use with…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Off the Fringe drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"For many parts of Nature can neither be invented with sufficient subtlety, nor demonstrated with sufficient perspicuity, nor accommodated unto use with…"},{"id":"artwork:49649654841","type":"artwork","title":"William Blake (Уильям Блейк)","url":"/artworks/49649654841-william-blake.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649654841","summary":"\"Be strong in the Lord, and in the power of his might. Put on the whole armour of God, that ye may be able to stand against the wiles of the devil. For…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"William Blake (Уильям Блейк) drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern william blake \"Be strong in the Lord, and in the power of his might. Put on the whole armour of God, that ye may be able to stand against the wiles of the devil. For…"},{"id":"artwork:49649654481","type":"artwork","title":"Cell Cycle","url":"/artworks/49649654481-cell-cycle.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649654481","summary":"\"If a man bring to London an ounce of Silver out of the Earth in Peru in the same time that he can produce a bushel of Corn, then one is the natural…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Cell Cycle drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"If a man bring to London an ounce of Silver out of the Earth in Peru in the same time that he can produce a bushel of Corn, then one is the natural…"},{"id":"artwork:49649929867","type":"artwork","title":"Elegance","url":"/artworks/49649929867-elegance.html","external_url":"https://www.flickr.com/photos/43693624@N07/49649929867","summary":"\"The [Italian Fascist] regime had created an imaginary Spartan country, in which all men had to make believe they were heroic soldiers, all women Roman…","year":"2020","domain":"Art","tags":["art","drawing","drawing","draw","science","symbol","art","philosophy","sketch","cartoon"],"content":"Elegance drawing draw science symbol art philosophy sketch cartoon doodle ink paper black creative texture abstract modern \"The [Italian Fascist] regime had created an imaginary Spartan country, in which all men had to make believe they were heroic soldiers, all women Roman…"},{"id":"artwork:49465319797","type":"artwork","title":"Odin (Óðinn)","url":"/artworks/49465319797-odin-oinn.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465319797","summary":"\"Wyrd is too vast and too complex, for us to comprehend, for we are ourselves, part of wyrd and cannot stand back to observe it as if it were a separate…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Odin (Óðinn) art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white texture cartoon abstract modern \"Wyrd is too vast and too complex, for us to comprehend, for we are ourselves, part of wyrd and cannot stand back to observe it as if it were a separate…"},{"id":"artwork:49464608778","type":"artwork","title":"Modern Epigenetics","url":"/artworks/49464608778-modern-epigenetics.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464608778","summary":"\"It is an article of passionate faith among 'politically correct' biologists and anthropologists that brain size has no connection with intelligence…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Modern Epigenetics art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white texture cartoon abstract modern \"It is an article of passionate faith among 'politically correct' biologists and anthropologists that brain size has no connection with intelligence…"},{"id":"artwork:49465324127","type":"artwork","title":"One Dollar Bill","url":"/artworks/49465324127-one-dollar-bill.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465324127","summary":"\"After the golden age of Latinity, we gradually slide into the silver, and at length precipitately descend into the iron.\" – Isaac D'Israeli, in The…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"One Dollar Bill art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white usa america united states patriotic texture cartoon abstract modern \"After the golden age of Latinity, we gradually slide into the silver, and at length precipitately descend into the iron.\" – Isaac D'Israeli, in The…"},{"id":"artwork:49464603368","type":"artwork","title":"Rebellion to Tyrants is Obedience to God","url":"/artworks/49464603368-rebellion-to-tyrants-is-obedience-to-god.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464603368","summary":"\"Come you lost Atoms to your Centre draw, And be the Eternal Mirror that you saw: Rays that have wander'd into Darkness wide Return and back into your…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Rebellion to Tyrants is Obedience to God art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white usa america united states patriotic texture cartoon abstract modern \"Come you lost Atoms to your Centre draw, And be the Eternal Mirror that you saw: Rays that have wander'd into Darkness wide Return and back into your…"},{"id":"artwork:49465323377","type":"artwork","title":"The Grand Illusion","url":"/artworks/49465323377-the-grand-illusion.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465323377","summary":"\"Man has no individual I. But there are, instead, hundreds and thousands of separate small \"I\"s, very often entirely unknown to one another, never coming…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"The Grand Illusion art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos visual illusion black white texture cartoon abstract modern \"Man has no individual I. But there are, instead, hundreds and thousands of separate small \"I\"s, very often entirely unknown to one another, never coming…"},{"id":"artwork:49465098171","type":"artwork","title":"Rabbit Illusion","url":"/artworks/49465098171-rabbit-illusion.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465098171","summary":"\"If I were designing a phony religion, I'd surely include a version of this little gem -- but I'd have a hard time saying it with a straight face: If…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Rabbit Illusion art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos visual illusion black white texture cartoon abstract modern \"If I were designing a phony religion, I'd surely include a version of this little gem -- but I'd have a hard time saying it with a straight face: If…"},{"id":"artwork:49465093261","type":"artwork","title":"Ant Dancer","url":"/artworks/49465093261-ant-dancer.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465093261","summary":"\"Watch your thoughts, for they become words. Watch your words, for they become actions. Watch your actions, for they become habits. Watch your habits…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Ant Dancer art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white texture cartoon abstract modern \"Watch your thoughts, for they become words. Watch your words, for they become actions. Watch your actions, for they become habits. Watch your habits…"},{"id":"artwork:49464606708","type":"artwork","title":"Visita Interiora Terræ Rectificando Invenies Occultum Lapidem (VITRIOL)","url":"/artworks/49464606708-visita-interiora-terr-rectificando-invenies-occultum-lapidem.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464606708","summary":"\"I am the prince who decides the destiny of rolling rivers. I keep on the straight and narrow path the righteous who follow Enlil's counsel.\" – Anzud, in…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Visita Interiora Terræ Rectificando Invenies Occultum Lapidem (VITRIOL) art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white texture cartoon abstract modern \"I am the prince who decides the destiny of rolling rivers. I keep on the straight and narrow path the righteous who follow Enlil's counsel.\" – Anzud, in…"},{"id":"artwork:49464601793","type":"artwork","title":"Ribosome","url":"/artworks/49464601793-ribosome.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464601793","summary":"\"I knew the ribosome was going to be the focus of Nobel prizes. It stands at the crossroads of biology, between the gene and what comes out of the gene…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Ribosome art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white texture cartoon abstract modern \"I knew the ribosome was going to be the focus of Nobel prizes. It stands at the crossroads of biology, between the gene and what comes out of the gene…"},{"id":"artwork:49465318102","type":"artwork","title":"Lady Drama Liberty","url":"/artworks/49465318102-lady-drama-liberty.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465318102","summary":"\"You have set up in New York Harbor a monstrous idol which you call Liberty. The only thing that remains to complete that monument is to put on its…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Lady Drama Liberty art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white usa america united states patriotic texture cartoon abstract modern \"You have set up in New York Harbor a monstrous idol which you call Liberty. The only thing that remains to complete that monument is to put on its…"},{"id":"artwork:49464605983","type":"artwork","title":"Triskellion","url":"/artworks/49464605983-triskellion.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464605983","summary":"\"To a person whose transfigured and transfiguring mind can see the All in every this, the first-rateness or tenth-rateness of even a religious painting…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Triskellion art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white texture cartoon abstract modern \"To a person whose transfigured and transfiguring mind can see the All in every this, the first-rateness or tenth-rateness of even a religious painting…"},{"id":"artwork:49465318752","type":"artwork","title":"Heart Chakras All The Way Down","url":"/artworks/49465318752-heart-chakras-all-the-way-down.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465318752","summary":"\"I will give them an undivided heart and put a new spirit in them; I will remove from them their heart of stone and give them a heart of flesh.\"…","year":"2020","domain":"Art","tags":["art","drawing","art","ink","paper","sketch","drawing","creative","philosophy","doodle"],"content":"Heart Chakras All The Way Down art ink paper sketch drawing creative philosophy doodle draw red white black color logo rojo symbol icon science logos symbolic abstract texture modern cartoon \"I will give them an undivided heart and put a new spirit in them; I will remove from them their heart of stone and give them a heart of flesh.\"…"},{"id":"artwork:49465321327","type":"artwork","title":"Eye In The Sky","url":"/artworks/49465321327-eye-in-the-sky.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465321327","summary":"\"If you comprehend, it is not God.\" – Augustine of Hippo, Sermon 52, 16 \"The sick in soul insist that it is humanity that is sick, and they are the…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Eye In The Sky art draw drawing paper ink creative doodle sketch philosophy science symbol icon logo logos black white texture cartoon abstract modern \"If you comprehend, it is not God.\" – Augustine of Hippo, Sermon 52, 16 \"The sick in soul insist that it is humanity that is sick, and they are the…"},{"id":"artwork:49464604218","type":"artwork","title":"Lean-to","url":"/artworks/49464604218-lean-to.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464604218","summary":"\"I must confess that I lost faith in the sanity of the world.\" – H.G. Wells, \"The Island of Dr. Moreau\" \"Joyously quivers the air of the hour before…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Lean-to art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white texture cartoon abstract modern \"I must confess that I lost faith in the sanity of the world.\" – H.G. Wells, \"The Island of Dr. Moreau\" \"Joyously quivers the air of the hour before…"},{"id":"artwork:49465320592","type":"artwork","title":"Alas! Poor Yorick, I knew him, Horatio","url":"/artworks/49465320592-alas-poor-yorick-i-knew-him-horatio.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465320592","summary":"Hamlet: Lady, shall I lie in your lap? Ophelia: No, my lord. Hamlet: I mean, my head upon your lap? Ophelia: Ay, my lord. Hamlet: Do you think I meant…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Alas! Poor Yorick, I knew him, Horatio art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white shakespear shakespeare texture cartoon abstract modern Hamlet: Lady, shall I lie in your lap? Ophelia: No, my lord. Hamlet: I mean, my head upon your lap? Ophelia: Ay, my lord. Hamlet: Do you think I meant…"},{"id":"artwork:49465094596","type":"artwork","title":"Dharma","url":"/artworks/49465094596-dharma.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465094596","summary":"\"It has been said that democracy is based on the rights of man; it has been replied that it should rather take its stand on the duties of man; but both…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Dharma art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white texture cartoon abstract modern \"It has been said that democracy is based on the rights of man; it has been replied that it should rather take its stand on the duties of man; but both…"},{"id":"artwork:49464607498","type":"artwork","title":"Just a Coincidence pt. II","url":"/artworks/49464607498-just-a-coincidence-pt-ii.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464607498","summary":"\"The ink of political fiction is blood.\" – Timothy Snyder \"It was pride that changed angels into devils; it is humility that makes men as angels.\"…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Just a Coincidence pt. II art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white texture cartoon abstract modern \"The ink of political fiction is blood.\" – Timothy Snyder \"It was pride that changed angels into devils; it is humility that makes men as angels.\"…"},{"id":"artwork:49464602748","type":"artwork","title":"Flames","url":"/artworks/49464602748-flames.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464602748","summary":"\"Fools ignore complexity. Pragmatists suffer it. Some can avoid it. Geniuses remove it.\" – Alan Perlis \"Death not merely ends life, it also bestows upon…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Flames art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white texture cartoon abstract modern \"Fools ignore complexity. Pragmatists suffer it. Some can avoid it. Geniuses remove it.\" – Alan Perlis \"Death not merely ends life, it also bestows upon…"},{"id":"artwork:49464610338","type":"artwork","title":"Hexapoda","url":"/artworks/49464610338-hexapoda.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464610338","summary":"\"No man is entitled to the blessings of freedom unless he be vigilant in its preservation.\" – Douglas MacArthur \"Do nothing but what is necessary. ... By…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Hexapoda art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white texture cartoon abstract modern \"No man is entitled to the blessings of freedom unless he be vigilant in its preservation.\" – Douglas MacArthur \"Do nothing but what is necessary. ... By…"},{"id":"artwork:49464604363","type":"artwork","title":"Spine","url":"/artworks/49464604363-spine.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464604363","summary":"\"Serendipity is looking in a haystack for a needle and discovering a farmer's daughter.\" – Julius Comroe, Jr. \"The daimonic (unlike the demonic, which is…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Spine art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white texture cartoon abstract modern \"Serendipity is looking in a haystack for a needle and discovering a farmer's daughter.\" – Julius Comroe, Jr. \"The daimonic (unlike the demonic, which is…"},{"id":"artwork:49465100441","type":"artwork","title":"Moon Flag","url":"/artworks/49465100441-moon-flag.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465100441","summary":"\"If the truth exists, it is in books. Very obscure, hard-to-find and not unbiased books — often published by the John Birch Society.\" \"It's a reality of…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Moon Flag art draw drawing paper ink creative doodle sketch philosophy science symbol symbolic icon logo logos black white usa america united states patriotic texture cartoon abstract modern \"If the truth exists, it is in books. Very obscure, hard-to-find and not unbiased books — often published by the John Birch Society.\" \"It's a reality of…"},{"id":"artwork:49464603623","type":"artwork","title":"Screen","url":"/artworks/49464603623-screen.html","external_url":"https://www.flickr.com/photos/43693624@N07/49464603623","summary":"\"Understanding the total impact of the patriarchy on the female experience is endlessly elusive. ... It is a constant process, perpetually blurred by the…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Screen art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white texture cartoon abstract modern \"Understanding the total impact of the patriarchy on the female experience is endlessly elusive. ... It is a constant process, perpetually blurred by the…"},{"id":"artwork:49465095876","type":"artwork","title":"Steal Your Face","url":"/artworks/49465095876-steal-your-face.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465095876","summary":"\"The inevitableness, the idealism, and the blessing of war, as an indispensable and stimulating law of development, must be repeatedly emphasized.\"…","year":"2020","domain":"Art","tags":["art","drawing","art","ink","paper","sketch","drawing","creative","philosophy","doodle"],"content":"Steal Your Face art ink paper sketch drawing creative philosophy doodle draw white black logo symbol icon science logos symbolic abstract texture modern cartoon \"The inevitableness, the idealism, and the blessing of war, as an indispensable and stimulating law of development, must be repeatedly emphasized.\"…"},{"id":"artwork:49465092626","type":"artwork","title":"Battle of Good and Evil (Christmas)","url":"/artworks/49465092626-battle-of-good-and-evil-christmas.html","external_url":"https://www.flickr.com/photos/43693624@N07/49465092626","summary":"\"The Joker: Do you know how many times we've come close to world war three over a flock of geese on a computer screen?\" – Alan Moore, \"Batman: The…","year":"2020","domain":"Art","tags":["art","drawing","art","draw","drawing","paper","ink","creative","doodle","sketch"],"content":"Battle of Good and Evil (Christmas) art draw drawing paper ink creative doodle sketch philosophy science red color rojo symbol symbolic icon logo logos black white texture cartoon abstract modern \"The Joker: Do you know how many times we've come close to world war three over a flock of geese on a computer screen?\" – Alan Moore, \"Batman: The…"},{"id":"artwork:49229222021","type":"artwork","title":"Flammarion","url":"/artworks/49229222021-flammarion.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229222021","summary":"\"When, in the year 1913, in my desperate attempt to free art from the ballast of objectivity, I took refuge in the square form and exhibited a picture…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","pen","ink","paper","point","sketch","cartoon"],"content":"Flammarion art drawing pen ink paper point sketch cartoon creative philosophy science sketchbook dot line balance draw curve blackandwhite bw white black blackwhite abstract texture modern \"When, in the year 1913, in my desperate attempt to free art from the ballast of objectivity, I took refuge in the square form and exhibited a picture…"},{"id":"artwork:49228757233","type":"artwork","title":"Inside vs. Outside","url":"/artworks/49228757233-inside-vs-outside.html","external_url":"https://www.flickr.com/photos/43693624@N07/49228757233","summary":"\"The more I look at most of the art movements, it’s all occultism, when you get down to it. The Surrealists were openly talking about being magicians.\"…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Inside vs. Outside art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white texture abstract modern \"The more I look at most of the art movements, it’s all occultism, when you get down to it. The Surrealists were openly talking about being magicians.\"…"},{"id":"artwork:49228755113","type":"artwork","title":"Ouroboros","url":"/artworks/49228755113-ouroboros.html","external_url":"https://www.flickr.com/photos/43693624@N07/49228755113","summary":"\"Ontology recapitulates philology.\" – Attributed to James Grier Miller by W.V. Quine in \"Word and Object\", p. viii (1960) \"Ages before Lamarck and Darwin…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Ouroboros art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite texture abstract modern \"Ontology recapitulates philology.\" – Attributed to James Grier Miller by W.V. Quine in \"Word and Object\", p. viii (1960) \"Ages before Lamarck and Darwin…"},{"id":"artwork:49229219106","type":"artwork","title":"Geosophy","url":"/artworks/49229219106-geosophy.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229219106","summary":"\"Conversation is a game of circles.\" – Ralph Waldo Emerson, \"Essays\" (1841), 'Circles'. \"You shall not, for the sake of one individual, change the…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Geosophy art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white blue red texture abstract modern \"Conversation is a game of circles.\" – Ralph Waldo Emerson, \"Essays\" (1841), 'Circles'. \"You shall not, for the sake of one individual, change the…"},{"id":"artwork:49229450912","type":"artwork","title":"Nelson Mandala","url":"/artworks/49229450912-nelson-mandala.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229450912","summary":"\"Anser, apie, vitellus, populus et regna gubernant.\" \"Goose [pen] bee [wax] and calf [parchment] govern the world.\" – James Howell, \"Letters\", Book II…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Nelson Mandala art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite texture abstract modern \"Anser, apie, vitellus, populus et regna gubernant.\" \"Goose [pen] bee [wax] and calf [parchment] govern the world.\" – James Howell, \"Letters\", Book II…"},{"id":"artwork:49229228946","type":"artwork","title":"Mother Time","url":"/artworks/49229228946-mother-time.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229228946","summary":"\"One of the heresiarchs of Uqbar had stated that mirrors and copulation are abominable, since they both multiply the numbers of man.\" – Jorge Luis…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Mother Time art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white texture abstract modern \"One of the heresiarchs of Uqbar had stated that mirrors and copulation are abominable, since they both multiply the numbers of man.\" – Jorge Luis…"},{"id":"artwork:49229448827","type":"artwork","title":"Three by Three","url":"/artworks/49229448827-three-by-three.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229448827","summary":"\"Evolutionary game theory originated as an application of the mathematical theory of games to biological contexts, arising from the realization that…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Three by Three art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite texture abstract modern \"Evolutionary game theory originated as an application of the mathematical theory of games to biological contexts, arising from the realization that…"},{"id":"artwork:49229449822","type":"artwork","title":"Pyramid Scheme as a Neural Network","url":"/artworks/49229449822-pyramid-scheme-as-a-neural-network.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229449822","summary":"\"These machines have no common sense; they have not yet learned to \"think,\" and they do exactly as they are told, no more and no less. This fact is the…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Pyramid Scheme as a Neural Network art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white texture abstract modern \"These machines have no common sense; they have not yet learned to \"think,\" and they do exactly as they are told, no more and no less. This fact is the…"},{"id":"artwork:49229453762","type":"artwork","title":"Buckminister Fuller's Dymaxion World Map","url":"/artworks/49229453762-buckminister-fuller-s-dymaxion-world-map.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229453762","summary":"\"Contingency Theory is not a theory at all, in the conventional sense of theory as a well-developed set of interrelated propositions. It is more an…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Buckminister Fuller's Dymaxion World Map art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite texture abstract modern \"Contingency Theory is not a theory at all, in the conventional sense of theory as a well-developed set of interrelated propositions. It is more an…"},{"id":"artwork:49229226996","type":"artwork","title":"Mesh Network","url":"/artworks/49229226996-mesh-network.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229226996","summary":"\"Aristotle taught that the brain exists merely to cool the blood and is not involved in the process of thinking. This is true only of certain persons.\"…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Mesh Network art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white texture abstract modern \"Aristotle taught that the brain exists merely to cool the blood and is not involved in the process of thinking. This is true only of certain persons.\"…"},{"id":"artwork:49229455002","type":"artwork","title":"Iwo Jima","url":"/artworks/49229455002-iwo-jima.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229455002","summary":"\"The right of the people to be secure in their persons, houses, papers, and effects, against unreasonable searches and seizures, shall not be violated…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Iwo Jima art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white blue iwo jima flag usa wwii ww2 ww3 nationalism patriotism america united states patriotic texture abstract modern \"The right of the people to be secure in their persons, houses, papers, and effects, against unreasonable searches and seizures, shall not be violated…"},{"id":"artwork:49229446482","type":"artwork","title":"In Bugs We Trust","url":"/artworks/49229446482-in-bugs-we-trust.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229446482","summary":"\"Theatrical effectiveness, I believe, lies in it's rarity its uniqueness\" – Max Frisch, Sketchbook 1946-1949 \"Birth control and abortion are turning out…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"In Bugs We Trust art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite usa america united states patriotic texture abstract modern \"Theatrical effectiveness, I believe, lies in it's rarity its uniqueness\" – Max Frisch, Sketchbook 1946-1949 \"Birth control and abortion are turning out…"},{"id":"artwork:49228759438","type":"artwork","title":"Ether","url":"/artworks/49228759438-ether.html","external_url":"https://www.flickr.com/photos/43693624@N07/49228759438","summary":"\"The magic words are squeamish ossifrage\" – Plaintext of the message encoded in RSA-129, given in Martin Gardner's 1977 \"Mathematical Games\" column about…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Ether art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative red texture abstract modern \"The magic words are squeamish ossifrage\" – Plaintext of the message encoded in RSA-129, given in Martin Gardner's 1977 \"Mathematical Games\" column about…"},{"id":"artwork:49229226446","type":"artwork","title":"Angular Momentum","url":"/artworks/49229226446-angular-momentum.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229226446","summary":"\"Metaphysical assertions, however, are statements of the psyche, and are therefore psychological. ... Whenever the Westerner hears the word…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Angular Momentum art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite texture abstract modern \"Metaphysical assertions, however, are statements of the psyche, and are therefore psychological. ... Whenever the Westerner hears the word…"},{"id":"artwork:49228761008","type":"artwork","title":"Trivium","url":"/artworks/49228761008-trivium.html","external_url":"https://www.flickr.com/photos/43693624@N07/49228761008","summary":"\"No human face is exactly the same in its lines on each side, no leaf perfect in its lobes, no branch in its symmetry. All admit irregularity as they…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Trivium art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white \"No human face is exactly the same in its lines on each side, no leaf perfect in its lobes, no branch in its symmetry. All admit irregularity as they…"},{"id":"artwork:49229443102","type":"artwork","title":"Willow the Wisp","url":"/artworks/49229443102-willow-the-wisp.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229443102","summary":"\"Confusing testosterone with strategy is a bad idea.\" – Steve Blank, Business Insider \"I am an anarchist in politics and an impressionist in art as well…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Willow the Wisp art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite \"Confusing testosterone with strategy is a bad idea.\" – Steve Blank, Business Insider \"I am an anarchist in politics and an impressionist in art as well…"},{"id":"artwork:49229224646","type":"artwork","title":"Doomsday Clock (Minutes to Midnight)","url":"/artworks/49229224646-doomsday-clock-minutes-to-midnight.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229224646","summary":"\"If dung lies near the corn-carting, and not carried out before harvest, so many sorts of corn be littered in it, which will not have time to rot, that…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Doomsday Clock (Minutes to Midnight) art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white \"If dung lies near the corn-carting, and not carried out before harvest, so many sorts of corn be littered in it, which will not have time to rot, that…"},{"id":"artwork:49229228381","type":"artwork","title":"Symbol of Resistance","url":"/artworks/49229228381-symbol-of-resistance.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229228381","summary":"\"We may recognize the subject of management cybernetics — which is seen as a rich provider of models for doing Operations research.\"– Anthony Stafford…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Symbol of Resistance art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite \"We may recognize the subject of management cybernetics — which is seen as a rich provider of models for doing Operations research.\"– Anthony Stafford…"},{"id":"artwork:49229442142","type":"artwork","title":"Alchemy","url":"/artworks/49229442142-alchemy.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229442142","summary":"\"The woodcutter is far better for skill than he is for brute strength. It is by skill that the sea captain holds his rapid ship on its course, though…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Alchemy art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite \"The woodcutter is far better for skill than he is for brute strength. It is by skill that the sea captain holds his rapid ship on its course, though…"},{"id":"artwork:49229228736","type":"artwork","title":"Spiraling","url":"/artworks/49229228736-spiraling.html","external_url":"https://www.flickr.com/photos/43693624@N07/49229228736","summary":"\"If we understand the mechanism and motives of the group mind, is it not possible to control and regiment the masses according to our will without their…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Spiraling art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative red \"If we understand the mechanism and motives of the group mind, is it not possible to control and regiment the masses according to our will without their…"},{"id":"artwork:49228751563","type":"artwork","title":"Eye of the Mind","url":"/artworks/49228751563-eye-of-the-mind.html","external_url":"https://www.flickr.com/photos/43693624@N07/49228751563","summary":"\"Gestalt is the primary attribute of life\"– Ludwig von Bertalanffy, \"Kritische Theorie der Formbildung\" (1928) \"Friedrich Nietzsche saw—through the mists…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","pen","ink","paper","cartoon","philosophy"],"content":"Eye of the Mind art drawing draw pen ink paper cartoon philosophy science sketch sketchbook curve line dot point balance creative black white bw blackandwhite blackwhite \"Gestalt is the primary attribute of life\"– Ludwig von Bertalanffy, \"Kritische Theorie der Formbildung\" (1928) \"Friedrich Nietzsche saw—through the mists…"},{"id":"artwork:49095616513","type":"artwork","title":"Rotator Cuff","url":"/artworks/49095616513-rotator-cuff.html","external_url":"https://www.flickr.com/photos/43693624@N07/49095616513","summary":"\"Do not tell people how to live their lives. Just tell them stories. And they will figure out how those stories apply to them.\"– Randy Pausch, in \"The…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Rotator Cuff drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color \"Do not tell people how to live their lives. Just tell them stories. And they will figure out how those stories apply to them.\"– Randy Pausch, in \"The…"},{"id":"artwork:49096129156","type":"artwork","title":"Seven Chakras","url":"/artworks/49096129156-seven-chakras.html","external_url":"https://www.flickr.com/photos/43693624@N07/49096129156","summary":"\"I am, a spectator, so to speak of the molecular whirlwind which men call individual life; I am conscious of an incessant metamorphosis; an irresistible…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Seven Chakras drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color \"I am, a spectator, so to speak of the molecular whirlwind which men call individual life; I am conscious of an incessant metamorphosis; an irresistible…"},{"id":"artwork:49095615998","type":"artwork","title":"A New Dawn Arises","url":"/artworks/49095615998-a-new-dawn-arises.html","external_url":"https://www.flickr.com/photos/43693624@N07/49095615998","summary":"\"The untransacted destiny of the American people is to subdue the continent — to rush over this vast field to the Pacific Ocean — to animate the many…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"A New Dawn Arises drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color \"The untransacted destiny of the American people is to subdue the continent — to rush over this vast field to the Pacific Ocean — to animate the many…"},{"id":"artwork:49096319822","type":"artwork","title":"In My Mind, Two Roads Diverged......","url":"/artworks/49096319822-in-my-mind-two-roads-diverged.html","external_url":"https://www.flickr.com/photos/43693624@N07/49096319822","summary":"\"Ships that pass in the night, and speak each other in passing, Only a signal shown and a distant voice in the darkness: So on the ocean of life, we pass…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"In My Mind, Two Roads Diverged...... drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color \"Ships that pass in the night, and speak each other in passing, Only a signal shown and a distant voice in the darkness: So on the ocean of life, we pass…"},{"id":"artwork:49096324392","type":"artwork","title":"Zig-Zag","url":"/artworks/49096324392-zig-zag.html","external_url":"https://www.flickr.com/photos/43693624@N07/49096324392","summary":"\"It is manifest that everything in the world, whether it be substance or accident, produces rays in its own manner like a star... Everything that has…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Zig-Zag drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write \"It is manifest that everything in the world, whether it be substance or accident, produces rays in its own manner like a star... Everything that has…"},{"id":"artwork:49095615043","type":"artwork","title":"1st, 2nd, 3rd, 4th, 5th Generation Warfare","url":"/artworks/49095615043-1st-2nd-3rd-4th-5th-generation-warfare.html","external_url":"https://www.flickr.com/photos/43693624@N07/49095615043","summary":"\"He who first called money the sinews of the state seems to have said this with special reference to war.\" – Plutarch, \"Life of Cleomenes\". 27. \"Now…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"1st, 2nd, 3rd, 4th, 5th Generation Warfare drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color usa america united states patriotic sketch \"He who first called money the sinews of the state seems to have said this with special reference to war.\" – Plutarch, \"Life of Cleomenes\". 27. \"Now…"},{"id":"artwork:49095620313","type":"artwork","title":"Fourth Political Theory (4PT)","url":"/artworks/49095620313-fourth-political-theory-4pt.html","external_url":"https://www.flickr.com/photos/43693624@N07/49095620313","summary":"\"Her dreams, of course, partook of this symmetry. The same dream returns to her periodically, annually, and punctual to its night.\" – Margaret Fuller, in…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Fourth Political Theory (4PT) drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write dugin forth political theory 4pt 4gw russia putin trump clinton politics \"Her dreams, of course, partook of this symmetry. The same dream returns to her periodically, annually, and punctual to its night.\" – Margaret Fuller, in…"},{"id":"artwork:49096132346","type":"artwork","title":"Black Sun","url":"/artworks/49096132346-black-sun.html","external_url":"https://www.flickr.com/photos/43693624@N07/49096132346","summary":"\"Systems seem, like certain worms, to be formed by a kind of generatio aequivoca - by the mere confluence of conceptions, and to gain completeness only…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Black Sun drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write \"Systems seem, like certain worms, to be formed by a kind of generatio aequivoca - by the mere confluence of conceptions, and to gain completeness only…"},{"id":"artwork:49096320182","type":"artwork","title":"Integration of Form, Integration of Function","url":"/artworks/49096320182-integration-of-form-integration-of-function.html","external_url":"https://www.flickr.com/photos/43693624@N07/49096320182","summary":"\"Instead of breaking that bridge, we should, if possible, provide another, that he [Xerxes] may retire the sooner out of Europe.\" – Aristides \"War is not…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Integration of Form, Integration of Function drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color \"Instead of breaking that bridge, we should, if possible, provide another, that he [Xerxes] may retire the sooner out of Europe.\" – Aristides \"War is not…"},{"id":"artwork:49096132811","type":"artwork","title":"The Great Work vs. Lesser Work","url":"/artworks/49096132811-the-great-work-vs-lesser-work.html","external_url":"https://www.flickr.com/photos/43693624@N07/49096132811","summary":"\"A lot of people facing fascism didn’t become fascists. I don’t happen to believe that we are all monsters.\" – Margaret Atwood \"The peril of the heavy…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"The Great Work vs. Lesser Work drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write \"A lot of people facing fascism didn’t become fascists. I don’t happen to believe that we are all monsters.\" – Margaret Atwood \"The peril of the heavy…"},{"id":"artwork:49095616768","type":"artwork","title":"Initiation","url":"/artworks/49095616768-initiation.html","external_url":"https://www.flickr.com/photos/43693624@N07/49095616768","summary":"\"It is occult students for whom search is now being made, and not mystics; it is for clear-thinking men and women that the call has gone forth, and not…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Initiation drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color \"It is occult students for whom search is now being made, and not mystics; it is for clear-thinking men and women that the call has gone forth, and not…"},{"id":"artwork:49095617763","type":"artwork","title":"Europe 72","url":"/artworks/49095617763-europe-72.html","external_url":"https://www.flickr.com/photos/43693624@N07/49095617763","summary":"\"Thy father's merit sets thee up to view, And shows thee in the fairest point of light,To make thy virtues, or thy faults, conspicuous.\" – Joseph…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Europe 72 drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write \"Thy father's merit sets thee up to view, And shows thee in the fairest point of light,To make thy virtues, or thy faults, conspicuous.\" – Joseph…"},{"id":"artwork:49095617238","type":"artwork","title":"Gamete, Seed, Fruit, Tree","url":"/artworks/49095617238-gamete-seed-fruit-tree.html","external_url":"https://www.flickr.com/photos/43693624@N07/49095617238","summary":"\"M. Fries, who is the founder of the system of quaternary arrangement, and the authority to which the most philosophical of our writers upon the subject…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Gamete, Seed, Fruit, Tree drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color green plant \"M. Fries, who is the founder of the system of quaternary arrangement, and the authority to which the most philosophical of our writers upon the subject…"},{"id":"artwork:49096319057","type":"artwork","title":"Only the Children Escape the Cave....","url":"/artworks/49096319057-only-the-children-escape-the-cave.html","external_url":"https://www.flickr.com/photos/43693624@N07/49096319057","summary":"\"They died to save their country and they only saved the world.\" – Hilaire Belloc, \"The English Graves\". \"For if in any manner we can stimulate this…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","cartoon","science","philosophy","line","draw","daniel"],"content":"Only the Children Escape the Cave.... drawing art cartoon science philosophy line draw daniel ari friedman danielarifriedman black ink paper write red color gold plato cave \"They died to save their country and they only saved the world.\" – Hilaire Belloc, \"The English Graves\". \"For if in any manner we can stimulate this…"},{"id":"artwork:48942053941","type":"artwork","title":"Wandering Play","url":"/artworks/48942053941-wandering-play.html","external_url":"https://www.flickr.com/photos/43693624@N07/48942053941","summary":"\"I remain just one thing, and one thing only — and that is a clown. It places me on a far higher plane than any politician.\" –Charlie Chaplin, as quoted…","year":"2019","domain":"Art","tags":["art","drawing","drawing","draw","black","art","creative","flow","cartoon","science"],"content":"Wandering Play drawing draw black art creative flow cartoon science philosophy sketch doodle pen ink paper red \"I remain just one thing, and one thing only — and that is a clown. It places me on a far higher plane than any politician.\" –Charlie Chaplin, as quoted…"},{"id":"artwork:48941508673","type":"artwork","title":"What is a Gene 4?","url":"/artworks/48941508673-what-is-a-gene-4.html","external_url":"https://www.flickr.com/photos/43693624@N07/48941508673","summary":"Q: What is a Gene 4? A: A Gene is 4 because it is between 5' and 3'. \"The coming extinction of art is prefigured in the increasing impossibility of…","year":"2019","domain":"Art","tags":["art","drawing","drawing","draw","black","art","creative","flow","cartoon","science"],"content":"What is a Gene 4? drawing draw black art creative flow cartoon science philosophy sketch doodle pen ink paper red Q: What is a Gene 4? A: A Gene is 4 because it is between 5' and 3'. \"The coming extinction of art is prefigured in the increasing impossibility of…"},{"id":"artwork:48942247782","type":"artwork","title":"Tabula Rasa","url":"/artworks/48942247782-tabula-rasa.html","external_url":"https://www.flickr.com/photos/43693624@N07/48942247782","summary":"\"Never place a period where God has placed a comma. – Gracie Allen \"A system must be managed. It will not manage itself. Left to themselves in the…","year":"2019","domain":"Art","tags":["art","drawing","drawing","draw","black","art","creative","flow","cartoon","science"],"content":"Tabula Rasa drawing draw black art creative flow cartoon science philosophy sketch doodle pen ink paper \"Never place a period where God has placed a comma. – Gracie Allen \"A system must be managed. It will not manage itself. Left to themselves in the…"},{"id":"artwork:48941508478","type":"artwork","title":"Tradition all the way down","url":"/artworks/48941508478-tradition-all-the-way-down.html","external_url":"https://www.flickr.com/photos/43693624@N07/48941508478","summary":"I think cars today are almost the exact equivalent of the great Gothic cathedrals. I mean the supreme creation of an era, conceived with passion by…","year":"2019","domain":"Art","tags":["art","drawing","drawing","draw","black","art","creative","flow","cartoon","science"],"content":"Tradition all the way down drawing draw black art creative flow cartoon science philosophy sketch doodle pen ink paper red I think cars today are almost the exact equivalent of the great Gothic cathedrals. I mean the supreme creation of an era, conceived with passion by…"},{"id":"artwork:48942247617","type":"artwork","title":"King, Warrior, Magician, Lover","url":"/artworks/48942247617-king-warrior-magician-lover.html","external_url":"https://www.flickr.com/photos/43693624@N07/48942247617","summary":"\"To say 'I love you' one must know first how to say the 'I.'\" –Ayn Rand, \"The Fountainhead\" (1943). \"Love said to me, there is nothing that is not me. Be…","year":"2019","domain":"Art","tags":["art","drawing","drawing","draw","black","art","creative","flow","cartoon","science"],"content":"King, Warrior, Magician, Lover drawing draw black art creative flow cartoon science philosophy sketch doodle pen ink paper red orange yellow gold archetype \"To say 'I love you' one must know first how to say the 'I.'\" –Ayn Rand, \"The Fountainhead\" (1943). \"Love said to me, there is nothing that is not me. Be…"},{"id":"artwork:48936753686","type":"artwork","title":"As Above, So Below","url":"/artworks/48936753686-as-above-so-below.html","external_url":"https://www.flickr.com/photos/43693624@N07/48936753686","summary":"\"A democratic civilization will save itself only if it makes the language of the image into a stimulus for critical reflection — not an invitation for…","year":"2019","domain":"Art","tags":["art","drawing","draw","drawing","art","pen","ink","paper","black","daniel"],"content":"As Above, So Below draw drawing art pen ink paper black daniel ari friedman danielarifriedman creative flow cartoon sketch red color gold person science philosophy illustration \"A democratic civilization will save itself only if it makes the language of the image into a stimulus for critical reflection — not an invitation for…"},{"id":"artwork:48936206928","type":"artwork","title":"Full Bloom","url":"/artworks/48936206928-full-bloom.html","external_url":"https://www.flickr.com/photos/43693624@N07/48936206928","summary":"\"The lizard's ancestors are the cause of its being hunted.\" – Abul ʿAla Al-Maʿarri\" Decidedly the best application of art to industry is when a great…","year":"2019","domain":"Art","tags":["art","drawing","draw","drawing","art","pen","ink","paper","black","daniel"],"content":"Full Bloom draw drawing art pen ink paper black daniel ari friedman danielarifriedman creative flow cartoon sketch red color person science philosophy illustration \"The lizard's ancestors are the cause of its being hunted.\" – Abul ʿAla Al-Maʿarri\" Decidedly the best application of art to industry is when a great…"},{"id":"artwork:48936938527","type":"artwork","title":"Notes of Coffee","url":"/artworks/48936938527-notes-of-coffee.html","external_url":"https://www.flickr.com/photos/43693624@N07/48936938527","summary":"\"The role of television is the illusion of company, noise. I call it the fifth wall and the second window: the window of illusion.\" – Mumia Abu-Jamal…","year":"2019","domain":"Art","tags":["art","drawing","draw","drawing","art","pen","ink","paper","black","daniel"],"content":"Notes of Coffee draw drawing art pen ink paper black daniel ari friedman danielarifriedman creative flow cartoon sketch red color person science philosophy illustration \"The role of television is the illusion of company, noise. I call it the fifth wall and the second window: the window of illusion.\" – Mumia Abu-Jamal…"},{"id":"artwork:48936753856","type":"artwork","title":"Montreal (Welcome to...)","url":"/artworks/48936753856-montreal-welcome-to.html","external_url":"https://www.flickr.com/photos/43693624@N07/48936753856","summary":"\"We shall form to the American union a barrier against the dangerous extension of the British Province of Canada.\" – Thomas Jefferson, letter to George…","year":"2019","domain":"Art","tags":["art","drawing","draw","drawing","art","pen","ink","paper","black","daniel"],"content":"Montreal (Welcome to...) draw drawing art pen ink paper black daniel ari friedman danielarifriedman creative flow cartoon sketch person science philosophy illustration \"We shall form to the American union a barrier against the dangerous extension of the British Province of Canada.\" – Thomas Jefferson, letter to George…"},{"id":"artwork:48936752881","type":"artwork","title":"Single Cellularity","url":"/artworks/48936752881-single-cellularity.html","external_url":"https://www.flickr.com/photos/43693624@N07/48936752881","summary":"\"God forbid that India should ever take to industrialism after the manner of the West. ... If an entire nation of 300 million took to similar economic…","year":"2019","domain":"Art","tags":["art","drawing","draw","drawing","art","pen","ink","paper","black","daniel"],"content":"Single Cellularity draw drawing art pen ink paper black daniel ari friedman danielarifriedman creative flow cartoon sketch red color person science philosophy illustration \"God forbid that India should ever take to industrialism after the manner of the West. ... 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However, in actuality it is not so convenient, and an…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","draw","cartoon","pen","ink","black","red"],"content":"Cave as Womb drawing art draw cartoon pen ink black red color creative science politics symbol symbolic \"In a logical system, it is convenient to say that possibility passes over into actuality. However, in actuality it is not so convenient, and an…"},{"id":"artwork:48235510746","type":"artwork","title":"Santa Cruz (All Roads Lead To Roam)","url":"/artworks/48235510746-santa-cruz-all-roads-lead-to-roam.html","external_url":"https://www.flickr.com/photos/43693624@N07/48235510746","summary":"\"There is ... only a single categorical imperative and it is this: Act only on that maxim through which you can at the same time will that it should…","year":"2019","domain":"Art","tags":["art","drawing","soquel","pacific","santa","cruz","santacruz","california","ca","usa"],"content":"Santa Cruz (All Roads Lead To Roam) soquel pacific santa cruz santacruz california ca usa drawing art draw cartoon pen ink black red color creative science politics symbol symbolic \"There is ... only a single categorical imperative and it is this: Act only on that maxim through which you can at the same time will that it should…"},{"id":"artwork:48235646217","type":"artwork","title":"V is for Victory","url":"/artworks/48235646217-v-is-for-victory.html","external_url":"https://www.flickr.com/photos/43693624@N07/48235646217","summary":"\"To sound the alarm is not to panic but to seek action from an aroused public.\" – John F. Kennedy, speech at Tulsa, Oklahoma (16 September 1959) \"Things…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","draw","cartoon","pen","ink","black","red"],"content":"V is for Victory drawing art draw cartoon pen ink black red color creative science politics symbol symbolic \"To sound the alarm is not to panic but to seek action from an aroused public.\" – John F. Kennedy, speech at Tulsa, Oklahoma (16 September 1959) \"Things…"},{"id":"artwork:48235759567","type":"artwork","title":"Cycles of Time (The Vicious Spiral)","url":"/artworks/48235759567-cycles-of-time-the-vicious-spiral.html","external_url":"https://www.flickr.com/photos/43693624@N07/48235759567","summary":"\"VOTE, n. 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The instrument and symbol of a freeman's power to make a fool of himself and a wreck of his country.\" – Ambrose Bierce, \"The Devil's…"},{"id":"artwork:48235647846","type":"artwork","title":"American Moon Landing Policy 1969-2019","url":"/artworks/48235647846-american-moon-landing-policy-1969-2019.html","external_url":"https://www.flickr.com/photos/43693624@N07/48235647846","summary":"\"Knowledge has no enemy except an ignorant man\" (\"Scientia non habet inimicum nisi ignorantem\") – George Puttenham, \"The Arte of English Poesie\" (1589)…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","draw","cartoon","pen","ink","black","red"],"content":"American Moon Landing Policy 1969-2019 drawing art draw cartoon pen ink black red color creative science politics symbol symbolic usa america united states patriotic sketch \"Knowledge has no enemy except an ignorant man\" (\"Scientia non habet inimicum nisi ignorantem\") – George Puttenham, \"The Arte of English Poesie\" (1589)…"},{"id":"artwork:48235634696","type":"artwork","title":"America: A Prophecy (In Utero We Trust)","url":"/artworks/48235634696-america-a-prophecy-in-utero-we-trust.html","external_url":"https://www.flickr.com/photos/43693624@N07/48235634696","summary":"\"Nothing is terrible except fear itself.\" – Francis Bacon, \"De Augmentis Scientiarum\", Book II, Fortitudo (1623). \"Nothing is more destructive of respect…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","draw","cartoon","pen","ink","black","red"],"content":"America: A Prophecy (In Utero We Trust) drawing art draw cartoon pen ink black red color creative science politics symbol symbolic usa america united states patriotic sketch \"Nothing is terrible except fear itself.\" – Francis Bacon, \"De Augmentis Scientiarum\", Book II, Fortitudo (1623). \"Nothing is more destructive of respect…"},{"id":"artwork:48235627792","type":"artwork","title":"Mind Body Self","url":"/artworks/48235627792-mind-body-self.html","external_url":"https://www.flickr.com/photos/43693624@N07/48235627792","summary":"\"I should have more faith,\" he said; \"I ought to know by this time that when a fact appears opposed to a long train of deductions it invariably proves to…","year":"2019","domain":"Art","tags":["art","drawing","drawing","art","draw","cartoon","pen","ink","black","red"],"content":"Mind Body Self drawing art draw cartoon pen ink black red color creative science politics symbol symbolic \"I should have more faith,\" he said; \"I ought to know by this time that when a fact appears opposed to a long train of deductions it invariably proves to…"},{"id":"artwork:48235672602","type":"artwork","title":"Benzene","url":"/artworks/48235672602-benzene.html","external_url":"https://www.flickr.com/photos/43693624@N07/48235672602","summary":"\"In doing mathematics, I express something personal. 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Because this temporal…","year":"2019","domain":"Art","tags":["art","drawing","black","drawing","art","daniel","friedman","ari","danielarifriedman","hand"],"content":"One Cubic Cubit black drawing art daniel friedman ari danielarifriedman hand pen ink draw texture cartoon sketch doodle red color \"What I cannot do now is the sign of what I shall do hereafter. The sense of impossibility is the beginning of all possibilities. Because this temporal…"},{"id":"artwork:48044479243","type":"artwork","title":"Life is a Pyramid Scheme for Information","url":"/artworks/48044479243-life-is-a-pyramid-scheme-for-information.html","external_url":"https://www.flickr.com/photos/43693624@N07/48044479243","summary":"\"The academies and universities satisfied Socrates’ demand to be fed in the prytaneum.\" – Allan Bloom, “Commerce and Culture,” Giants and Dwarfs (1990)…","year":"2019","domain":"Art","tags":["art","drawing","black","drawing","art","daniel","friedman","ari","danielarifriedman","hand"],"content":"Life is a Pyramid Scheme for Information black drawing art daniel friedman ari danielarifriedman hand pen ink draw texture cartoon sketch doodle red color gold text writing letters \"The academies and universities satisfied Socrates’ demand to be fed in the prytaneum.\" – Allan Bloom, “Commerce and Culture,” Giants and Dwarfs (1990)…"},{"id":"artwork:48044483836","type":"artwork","title":"Window Of Opportunity","url":"/artworks/48044483836-window-of-opportunity.html","external_url":"https://www.flickr.com/photos/43693624@N07/48044483836","summary":"\"Hope is a good breakfast, but it is a bad supper.\" – Francis Bacon, 'Apophthegms' (1624), No. 36. \"And the people in the houses All went to the…","year":"2019","domain":"Art","tags":["art","drawing","black","drawing","art","daniel","friedman","ari","danielarifriedman","hand"],"content":"Window Of Opportunity black drawing art daniel friedman ari danielarifriedman hand pen ink draw texture cartoon sketch doodle red color \"Hope is a good breakfast, but it is a bad supper.\" – Francis Bacon, 'Apophthegms' (1624), No. 36. \"And the people in the houses All went to the…"},{"id":"artwork:48044408791","type":"artwork","title":"Thousand Cuts","url":"/artworks/48044408791-thousand-cuts.html","external_url":"https://www.flickr.com/photos/43693624@N07/48044408791","summary":"\"To ask the question 'What is oil?' is almost like asking 'What is love?'\" – John Gunther, \"Inside U.S.A.\" (1947), page 57. \"Ten is the very nature of…","year":"2019","domain":"Art","tags":["art","drawing","black","drawing","art","daniel","friedman","ari","danielarifriedman","hand"],"content":"Thousand Cuts black drawing art daniel friedman ari danielarifriedman hand pen ink draw texture cartoon sketch doodle red color \"To ask the question 'What is oil?' is almost like asking 'What is love?'\" – John Gunther, \"Inside U.S.A.\" (1947), page 57. \"Ten is the very nature of…"},{"id":"artwork:48044408986","type":"artwork","title":"Slow Wave","url":"/artworks/48044408986-slow-wave.html","external_url":"https://www.flickr.com/photos/43693624@N07/48044408986","summary":"\"Enter by this gateway and seek the way of honor, the light of truth, the will to work for men.\" – Edwin Anderson Alderman \"Pray thee, take care, that…","year":"2019","domain":"Art","tags":["art","drawing","black","drawing","art","daniel","friedman","ari","danielarifriedman","hand"],"content":"Slow Wave black drawing art daniel friedman ari danielarifriedman hand pen ink draw texture cartoon sketch doodle \"Enter by this gateway and seek the way of honor, the light of truth, the will to work for men.\" – Edwin Anderson Alderman \"Pray thee, take care, that…"},{"id":"artwork:48044538233","type":"artwork","title":"Foundations of Grammar","url":"/artworks/48044538233-foundations-of-grammar.html","external_url":"https://www.flickr.com/photos/43693624@N07/48044538233","summary":"\"Strange game. 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An ancient school where morality and philosophy were taught. ACADEMY, n. [from ACADEME] A modern school where football is taught. – Ambrose…","year":"2019","domain":"Art","tags":["art","drawing","gold","black","pen","ink","paper","craft","art","creative"],"content":"Where the Suns Rays Meet gold black pen ink paper craft art creative ACADEME, n. An ancient school where morality and philosophy were taught. ACADEMY, n. [from ACADEME] A modern school where football is taught. – Ambrose…"},{"id":"artwork:40853184463","type":"artwork","title":"Starburst","url":"/artworks/40853184463-starburst.html","external_url":"https://www.flickr.com/photos/43693624@N07/40853184463","summary":"\"He who would do good to another must do it in minute particulars; General good is the plea of the scoundrel, hypocrite, and flatterer: For art and…","year":"2019","domain":"Art","tags":["art","drawing","explosion","black","pen","ink","paper","craft","art","creative"],"content":"Starburst explosion black pen ink paper craft art creative \"He who would do good to another must do it in minute particulars; General good is the plea of the scoundrel, hypocrite, and flatterer: For art and…"},{"id":"artwork:40724148503","type":"artwork","title":"Self-Reflection","url":"/artworks/40724148503-self-reflection.html","external_url":"https://www.flickr.com/photos/43693624@N07/40724148503","summary":"\"There is an art of reading, as well as an art of thinking, and an art of writing.\" Isaac D'Israeli \"There is no royal road to geometry.\" (μή εἶναι…","year":"2019","domain":"Art","tags":["art","drawing","black","drawing","draw","doodle","sketch","paper","ink","pen"],"content":"Self-Reflection black drawing draw doodle sketch paper ink pen philosophy science cartoon \"There is an art of reading, as well as an art of thinking, and an art of writing.\" Isaac D'Israeli \"There is no royal road to geometry.\" (μή εἶναι…"},{"id":"artwork:32747386107","type":"artwork","title":"Deep State (Cave Within The Cave)","url":"/artworks/32747386107-deep-state-cave-within-the-cave.html","external_url":"https://www.flickr.com/photos/43693624@N07/32747386107","summary":"Deep State (Cave Within The Cave): the word REALITY above a cave labelled with Plato’s Cave, with red rays from a sun. 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Pen and ink drawing by Daniel Ari…"},{"id":"artwork:33813203728","type":"artwork","title":"Wave-Particle Duality","url":"/artworks/33813203728-wave-particle-duality.html","external_url":"https://www.flickr.com/photos/43693624@N07/33813203728","summary":"\"Enter by this gateway and seek the way of honor, the light of truth, the will to work for men.\" – Edwin Anderson Alderman, inscription on the archway at…","year":"2019","domain":"Art","tags":["art","drawing","red","color","black","drawing","draw","doodle","sketch","paper"],"content":"Wave-Particle Duality red color black drawing draw doodle sketch paper ink pen philosophy science cartoon \"Enter by this gateway and seek the way of honor, the light of truth, the will to work for men.\" – Edwin Anderson Alderman, inscription on the archway at…"},{"id":"artwork:33813203648","type":"artwork","title":"Passover","url":"/artworks/33813203648-passover.html","external_url":"https://www.flickr.com/photos/43693624@N07/33813203648","summary":"\"An unlimited power to tax involves, necessarily, a power to destroy.\" Daniel Webster, McCulloch v. Maryland 17 U.S. 327 (1819). \"While the State exists…","year":"2019","domain":"Art","tags":["art","drawing","death","red","color","black","drawing","draw","doodle","sketch"],"content":"Passover death red color black drawing draw doodle sketch paper ink pen philosophy science cartoon \"An unlimited power to tax involves, necessarily, a power to destroy.\" Daniel Webster, McCulloch v. 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Quoting…","year":"2019","domain":"Art","tags":["art","drawing","drawing","draw","art","cartoon","pen","paper","ink","red"],"content":"Hygenic Behavior drawing draw art cartoon pen paper ink red black color colored artist picture image danielarifriedman science person philosophy sketch doodle scribble illustration \"Ideo credendum quod incredibile.\" [It is believable because it is unbelievable.] – Robert Burton, \"The Anatomy of Melancholy\" (1621), Quoting…"},{"id":"artwork:33603688098","type":"artwork","title":"Trio","url":"/artworks/33603688098-trio.html","external_url":"https://www.flickr.com/photos/43693624@N07/33603688098","summary":"\"The story of draft resistance in Columbia County is one of the most complex tales of such activity in Pennsylvania, primarily because of the lacunae of…","year":"2019","domain":"Art","tags":["art","drawing","black","white","drawing","draw","art","creative","hand","paper"],"content":"Trio black white drawing draw art creative hand paper ink pen craft freehand freedraw cartoon doodle scribble sketch illustration \"The story of draft resistance in Columbia County is one of the most complex tales of such activity in Pennsylvania, primarily because of the lacunae of…"},{"id":"artwork:33603750918","type":"artwork","title":"Internalism","url":"/artworks/33603750918-internalism.html","external_url":"https://www.flickr.com/photos/43693624@N07/33603750918","summary":"\"We are concerned with only one subject, the ushering in of the new world order.\" Alice Bailey, \"Esoteric Psychology\" (1942). \"...[A]n indissoluble…","year":"2019","domain":"Art","tags":["art","drawing","black","white","red","color","drawing","draw","art","creative"],"content":"Internalism black white red color drawing draw art creative hand paper ink pen craft freehand freedraw cartoon doodle scribble sketch illustration \"We are concerned with only one subject, the ushering in of the new world order.\" Alice Bailey, \"Esoteric Psychology\" (1942). \"...[A]n 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freehand freedraw cartoon doodle scribble sketch illustration \"All computation was greatly simplified early in the seventeenth century by the invention of logarithms.\" – Eric Temple Bell, \"The Development of…"},{"id":"artwork:47407184551","type":"artwork","title":"Neurons Of The World, Unite","url":"/artworks/47407184551-neurons-of-the-world-unite.html","external_url":"https://www.flickr.com/photos/43693624@N07/47407184551","summary":"\"The real truth of the matter is, as you and I know, that a financial element in the larger centers has owned the Government ever since the days of…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","red","black","danielarifriedman","daniel","friedman"],"content":"Neurons Of The World, Unite art drawing draw red black danielarifriedman daniel friedman science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The real truth of the matter is, 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Ask what is good of God above; Ask of the great sun what is light; Ask what is darkness of the night; Ask sin of what…"},{"id":"artwork:47407174461","type":"artwork","title":"All We Know, Is But A Page","url":"/artworks/47407174461-all-we-know-is-but-a-page.html","external_url":"https://www.flickr.com/photos/43693624@N07/47407174461","summary":"\"In periods of economic upheaval, in periods of economic crisis, wealth is not destroyed, it is merely transferred.\" – Larry Bates, in \"The Money…","year":"2019","domain":"Art","tags":["art","drawing","art","drawing","draw","red","black","danielarifriedman","daniel","friedman"],"content":"All We Know, Is But A Page art drawing draw red black danielarifriedman daniel friedman science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"In periods of economic upheaval, in periods of economic crisis, wealth is not destroyed, it is merely transferred.\" – Larry Bates, in \"The Money…"},{"id":"artwork:46491971415","type":"artwork","title":"2019 In Context","url":"/artworks/46491971415-2019-in-context.html","external_url":"https://www.flickr.com/photos/43693624@N07/46491971415","summary":"\"It was not my intention to doubt that, the Doctrines of the Illuminati, and principles of Jacobinism had not spread in the United States. 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On the…"},{"id":"artwork:33476330038","type":"artwork","title":"Faraday Idea #1","url":"/artworks/33476330038-faraday-idea-1.html","external_url":"https://www.flickr.com/photos/43693624@N07/33476330038","summary":"\"I do not know whether there are gods, but there ought to be.\" – Diogenes of Sinope \"Electromagnetic fields... are neither charged nor magnetized and…","year":"2019","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","red","black","drawing","draw","art"],"content":"Faraday Idea #1 daniel friedman danielarifriedman red black drawing draw art ink paper creative text writing cursive words letters 3g 4g 5g wifi radiation shelter bunker prep prepping prepper bucky fuller buckminister geodesic dome science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I do not know whether there are gods, but there ought to be.\" – Diogenes of Sinope \"Electromagnetic fields... are neither charged nor magnetized and…"},{"id":"artwork:33476189338","type":"artwork","title":"Blood & Sweat","url":"/artworks/33476189338-blood-sweat.html","external_url":"https://www.flickr.com/photos/43693624@N07/33476189338","summary":"\"Without education, we are in a horrible and deadly danger of taking educated people seriously.\" – G.K. 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For this purpose the railroad…","year":"2019","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","red","black","drawing","draw","art"],"content":"Amtrak (Green New Deal) daniel friedman danielarifriedman red black drawing draw art ink paper creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"RAILROAD, n. The chief of many mechanical devices enabling us to get away from where we are to where we are no better off. For this purpose the railroad…"},{"id":"artwork:47299517142","type":"artwork","title":"Freeway","url":"/artworks/47299517142-freeway.html","external_url":"https://www.flickr.com/photos/43693624@N07/47299517142","summary":"\"I never submitted the whole system of my opinions to the creed of any party of men whatever in religion, in philosophy, in politics, or in anything else…","year":"2019","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","red","black","drawing","draw","art"],"content":"Freeway daniel friedman danielarifriedman red black drawing draw art ink paper creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I never submitted the whole system of my opinions to the creed of any party of men whatever in religion, in philosophy, in politics, or in anything else…"},{"id":"artwork:47299405952","type":"artwork","title":"Personal Development","url":"/artworks/47299405952-personal-development.html","external_url":"https://www.flickr.com/photos/43693624@N07/47299405952","summary":"\"Lighten your palette, paint only with the three primary colours and their derivatives.\" – Camille Pissarro \"From my grandfather's father, [I learned] to…","year":"2019","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","red","black","drawing","draw","art"],"content":"Personal Development daniel friedman danielarifriedman red black drawing draw art ink paper creative text writing cursive words letters science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Lighten your palette, paint only with the three primary colours and their derivatives.\" – Camille Pissarro \"From my grandfather's father, [I learned] to…"},{"id":"artwork:40386930713","type":"artwork","title":"Trinity","url":"/artworks/40386930713-trinity.html","external_url":"https://www.flickr.com/photos/43693624@N07/40386930713","summary":"\"Government has no right to hurt a hair on the head of an Atheist for his Opinions. Let him have a care of his Practices.\" – John Adams to John Quincy…","year":"2019","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","red","black","drawing","draw","art"],"content":"Trinity daniel friedman danielarifriedman red black drawing draw art ink paper creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Government has no right to hurt a hair on the head of an Atheist for his Opinions. Let him have a care of his Practices.\" – John Adams to John Quincy…"},{"id":"artwork:40386904523","type":"artwork","title":"Down the & Out the Rabbit Hole","url":"/artworks/40386904523-down-the-out-the-rabbit-hole.html","external_url":"https://www.flickr.com/photos/43693624@N07/40386904523","summary":"\"Reason in man is rather like God in the world.\" – Thomas Aquinas (c.1225 – 1274) Opuscule II, \"De Regno\". RATIONAL, adj. Devoid of all delusions save…","year":"2019","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","red","black","drawing","draw","art"],"content":"Down the & Out the Rabbit Hole daniel friedman danielarifriedman red black drawing draw art ink paper creative text writing cursive words letters science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Reason in man is rather like God in the world.\" – Thomas Aquinas (c.1225 – 1274) Opuscule II, \"De Regno\". RATIONAL, adj. Devoid of all delusions save…"},{"id":"artwork:32341353457","type":"artwork","title":"Natalism","url":"/artworks/32341353457-natalism.html","external_url":"https://www.flickr.com/photos/43693624@N07/32341353457","summary":"\"If it took Labouchere three columns to prove that I was forgotten, then there is no difference between fame and obscurity.\" – Oscar Fingal O'Flahertie…","year":"2019","domain":"Art","tags":["art","drawing","red","black","color","draw","pen","ink","creative","art"],"content":"Natalism red black color draw pen ink creative art drawing danielarifriedman daniel ari friedman science philosophy chromatic paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If it took Labouchere three columns to prove that I was forgotten, then there is no difference between fame and obscurity.\" – Oscar Fingal O'Flahertie…"},{"id":"artwork:47283050921","type":"artwork","title":"Mammalian Browsers (Cognitive Security)","url":"/artworks/47283050921-mammalian-browsers-cognitive-security.html","external_url":"https://www.flickr.com/photos/43693624@N07/47283050921","summary":"\"—tommorow is our permanent address and there they'll scarcely find us(if they do, we'll move away still further:into now\" – e e cummings, in XXXIX, in 1…","year":"2019","domain":"Art","tags":["art","drawing","text","writing","font","letters","words","red","black","color"],"content":"Mammalian Browsers (Cognitive Security) text writing font letters words red black color draw pen ink creative art drawing danielarifriedman daniel ari friedman science philosophy chromatic paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"—tommorow is our permanent address and there they'll scarcely find us(if they do, we'll move away still further:into now\" – e e cummings, in XXXIX, in 1…"},{"id":"artwork:46368486635","type":"artwork","title":"Trisect the Angle","url":"/artworks/46368486635-trisect-the-angle.html","external_url":"https://www.flickr.com/photos/43693624@N07/46368486635","summary":"\"Qui sait si l'on ne verra pas que le phosphore et l'esprit vont ensemble?\" \"Who knows whether it is not true that phosphorus and mind are not the same…","year":"2019","domain":"Art","tags":["art","drawing","red","black","color","draw","pen","ink","creative","art"],"content":"Trisect the Angle red black color draw pen ink creative art drawing danielarifriedman daniel ari friedman science philosophy chromatic paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Qui sait si l'on ne verra pas que le phosphore et l'esprit vont ensemble?\" \"Who knows whether it is not true that phosphorus and mind are not the same…"},{"id":"artwork:33407328968","type":"artwork","title":"The Idea of \"The Weekend\"","url":"/artworks/33407328968-the-idea-of-the-weekend.html","external_url":"https://www.flickr.com/photos/43693624@N07/33407328968","summary":"\"Economics is on the side of humanity now.\" – Isaac Asimov, in The Currents of Space (1952) \"She is a selfish, hypocritical woman, and I have no opinion…","year":"2019","domain":"Art","tags":["art","drawing","text","writing","font","letters","words","red","black","color"],"content":"The Idea of \"The Weekend\" text writing font letters words red black color draw pen ink creative art drawing danielarifriedman daniel ari friedman science philosophy chromatic paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Economics is on the side of humanity now.\" – Isaac Asimov, in The Currents of Space (1952) \"She is a selfish, hypocritical woman, and I have no opinion…"},{"id":"artwork:40318515223","type":"artwork","title":"Compass","url":"/artworks/40318515223-compass.html","external_url":"https://www.flickr.com/photos/43693624@N07/40318515223","summary":"\"This is the bitterest pain among men, to have much knowledge but no power.\" – Herodotus, Book 9, Ch. 16. \"Molecular biology is essentially the practice…","year":"2019","domain":"Art","tags":["art","drawing","red","black","color","draw","pen","ink","creative","art"],"content":"Compass red black color draw pen ink creative art drawing danielarifriedman daniel ari friedman science philosophy chromatic paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"This is the bitterest pain among men, to have much knowledge but no power.\" – Herodotus, Book 9, Ch. 16. \"Molecular biology is essentially the practice…"},{"id":"artwork:40163289603","type":"artwork","title":"Geometer's Sketchpad","url":"/artworks/40163289603-geometer-s-sketchpad.html","external_url":"https://www.flickr.com/photos/43693624@N07/40163289603","summary":"\"There is no royal road to geometry.\" \"μή εἶναι βασιλικήν ἀτραπόν ἐπί γεωμετρίαν\" \"Non est regia [inquit Euclides] ad Geometriam via\" – Reply given when…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","black","ink","pen","paper","draw"],"content":"Geometer's Sketchpad daniel ari friedman black ink pen paper draw drawing creative illustration image figure science art philosophy red color artistic geometry topology mathematics cartoon freehand freedraw craft doodle sketch \"There is no royal road to geometry.\" \"μή εἶναι βασιλικήν ἀτραπόν ἐπί γεωμετρίαν\" \"Non est regia [inquit Euclides] ad Geometriam via\" – Reply given when…"},{"id":"artwork:47075812932","type":"artwork","title":"Suggestogen","url":"/artworks/47075812932-suggestogen.html","external_url":"https://www.flickr.com/photos/43693624@N07/47075812932","summary":"\"Behold, how good and how pleasant it is for brethren to dwell together in unity!\" – Psalms 133:1, Bible. \"Fascinated by its symmetry the geometer may at…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","black","ink","pen","paper","draw"],"content":"Suggestogen daniel ari friedman black ink pen paper draw drawing creative illustration image figure science art philosophy red color artistic geometry topology mathematics cartoon freehand freedraw craft doodle sketch \"Behold, how good and how pleasant it is for brethren to dwell together in unity!\" – Psalms 133:1, Bible. \"Fascinated by its symmetry the geometer may at…"},{"id":"artwork:47075965442","type":"artwork","title":"We are tied by a Golden Thread","url":"/artworks/47075965442-we-are-tied-by-a-golden-thread.html","external_url":"https://www.flickr.com/photos/43693624@N07/47075965442","summary":"Taylor: \"Imagine me needing someone. Back on Earth I never did. Oh, there were women. Lots of women. Lots of love-making but no love. You see, that was…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","black","ink","pen","paper","draw"],"content":"We are tied by a Golden Thread daniel ari friedman black ink pen paper draw drawing creative illustration image figure science art philosophy red color gold artistic geometry topology mathematics cartoon freehand freedraw craft doodle sketch Taylor: \"Imagine me needing someone. Back on Earth I never did. Oh, there were women. Lots of women. Lots of love-making but no love. You see, that was…"},{"id":"artwork:32186072837","type":"artwork","title":"Triangulated","url":"/artworks/32186072837-triangulated.html","external_url":"https://www.flickr.com/photos/43693624@N07/32186072837","summary":"\"Burning Man is an annual experiment in temporary community dedicated to radical self-expression and radical self-reliance.\" – Official statement at…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","black","ink","pen","paper","draw"],"content":"Triangulated daniel ari friedman black ink pen paper draw drawing creative illustration image figure science art philosophy red color gold artistic geometry topology mathematics cartoon freehand freedraw craft doodle sketch \"Burning Man is an annual experiment in temporary community dedicated to radical self-expression and radical self-reliance.\" – Official statement at…"},{"id":"artwork:46214066155","type":"artwork","title":"Partnership","url":"/artworks/46214066155-partnership.html","external_url":"https://www.flickr.com/photos/43693624@N07/46214066155","summary":"\"Art is magic delivered from the lie of being truth.\" – Theodor Adorno in \"Minima Moralia\" (1951) \"I try to turn other guys on to needlepoint wherever I…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","black","ink","pen","paper","draw"],"content":"Partnership daniel ari friedman black ink pen paper draw drawing creative illustration image figure science art philosophy red color artistic geometry topology mathematics cartoon freehand freedraw craft doodle sketch \"Art is magic delivered from the lie of being truth.\" – Theodor Adorno in \"Minima Moralia\" (1951) \"I try to turn other guys on to needlepoint wherever I…"},{"id":"artwork:32186073067","type":"artwork","title":"Fractal Heart","url":"/artworks/32186073067-fractal-heart.html","external_url":"https://www.flickr.com/photos/43693624@N07/32186073067","summary":"\"The happiest moments of my life have been the few which I have past at home in the bosom of my family…. public emploiment contributes neither to…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","black","ink","pen","paper","draw"],"content":"Fractal Heart daniel ari friedman black ink pen paper draw drawing creative illustration image figure science art philosophy artistic geometry topology mathematics cartoon freehand freedraw craft doodle sketch \"The happiest moments of my life have been the few which I have past at home in the bosom of my family…. public emploiment contributes neither to…"},{"id":"artwork:32186233377","type":"artwork","title":"Earth & Space","url":"/artworks/32186233377-earth-space.html","external_url":"https://www.flickr.com/photos/43693624@N07/32186233377","summary":"\"Eugenics was not inspired by Darwin's natural selection but by ancient agricultural ARTIFICIAL selection. Eugenics is UNnatural selection.\" – Richard…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","black","ink","pen","paper","draw"],"content":"Earth & Space daniel ari friedman black ink pen paper draw drawing creative illustration image figure science art philosophy red color artistic geometry topology mathematics cartoon freehand freedraw craft doodle sketch \"Eugenics was not inspired by Darwin's natural selection but by ancient agricultural ARTIFICIAL selection. Eugenics is UNnatural selection.\" – Richard…"},{"id":"artwork:46214023215","type":"artwork","title":"Mounted","url":"/artworks/46214023215-mounted.html","external_url":"https://www.flickr.com/photos/43693624@N07/46214023215","summary":"\"Can any man have a higher notion of the rule of right and the eternal fitness of things?\" – Henry Fielding, \"The History of Tom Jones\" (1749). \"The…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","black","ink","pen","paper","draw"],"content":"Mounted daniel ari friedman black ink pen paper draw drawing creative illustration image figure science art philosophy red color artistic geometry topology mathematics cartoon freehand freedraw craft doodle sketch \"Can any man have a higher notion of the rule of right and the eternal fitness of things?\" – Henry Fielding, \"The History of Tom Jones\" (1749). \"The…"},{"id":"artwork:33166644028","type":"artwork","title":"Conspiracy #3: \"Doesn't It Seem Unlikely??\"","url":"/artworks/33166644028-conspiracy-3-doesn-t-it-seem-unlikely.html","external_url":"https://www.flickr.com/photos/43693624@N07/33166644028","summary":"\"Far away in some strange constellation in skies infinitely remote, there is a small star, which astronomers may some day discover. At least I could…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","pen","drawing","black","red"],"content":"Conspiracy #3: \"Doesn't It Seem Unlikely??\" danielarifriedman daniel friedman art pen drawing black red color conspiracy theory government usa america main stream media fake news draw science philosophy paper ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Far away in some strange constellation in skies infinitely remote, there is a small star, which astronomers may some day discover. At least I could…"},{"id":"artwork:46128130285","type":"artwork","title":"Conspiracy #2: Sterilize your mind (and the rest will follow).","url":"/artworks/46128130285-conspiracy-2-sterilize-your-mind-and-the-rest-will-follow.html","external_url":"https://www.flickr.com/photos/43693624@N07/46128130285","summary":"\"You don't fight Russia and America. You get Russia and America to fight each other, and destroy each other.\" – Richard Dressler in \"The Sum of All…","year":"2019","domain":"Art","tags":["art","drawing","red","usa","news","black","color","art","america","pen"],"content":"Conspiracy #2: Sterilize your mind (and the rest will follow). red usa news black color art america pen gold media stream drawing daniel main fake theory conspiracy government friedman danielarifriedman ink paper artistic creative philosophy science draw geometry cartoon craft mathematics freehand topology freedraw illustration sketch doodle resist new children \"You don't fight Russia and America. You get Russia and America to fight each other, and destroy each other.\" – Richard Dressler in \"The Sum of All…"},{"id":"artwork:40076944883","type":"artwork","title":"Conspiracy #1: When we burn books, the world goes dark.","url":"/artworks/40076944883-conspiracy-1-when-we-burn-books-the-world-goes-dark.html","external_url":"https://www.flickr.com/photos/43693624@N07/40076944883","summary":"\"Trolls do not build.\" – J. R. R. Tolkien, \"The Fellowship of the Ring\" (1954), Book I, Chapter 12: \"Flight to the Ford\"; said by Strider. \"You're the…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","pen","drawing","black","red"],"content":"Conspiracy #1: When we burn books, the world goes dark. danielarifriedman daniel friedman art pen drawing black red color gold conspiracy theory government usa america main stream media fake news draw science philosophy paper ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Trolls do not build.\" – J. R. R. Tolkien, \"The Fellowship of the Ring\" (1954), Book I, Chapter 12: \"Flight to the Ford\"; said by Strider. \"You're the…"},{"id":"artwork:33166544098","type":"artwork","title":"Fyre","url":"/artworks/33166544098-fyre.html","external_url":"https://www.flickr.com/photos/43693624@N07/33166544098","summary":"\"Nought, mighty king, this time hast thou excepted: let my husband live; Without him I desire not happiness, nor even heaven itself; Without him I must…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","pen","drawing","black","red"],"content":"Fyre danielarifriedman daniel friedman art pen drawing black red color draw science philosophy paper ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Nought, mighty king, this time hast thou excepted: let my husband live; Without him I desire not happiness, nor even heaven itself; Without him I must…"},{"id":"artwork:46317766264","type":"artwork","title":"Virtuous Spiral","url":"/artworks/46317766264-virtuous-spiral.html","external_url":"https://www.flickr.com/photos/43693624@N07/46317766264","summary":"\"I don't want to give too much away, but basically — she's God, by the end of the movie.\" – Ty Burr, on Scarlett Johansson's character in the film Lucy…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","pen","drawing","black","red"],"content":"Virtuous Spiral danielarifriedman daniel friedman art pen drawing black red color draw science philosophy paper ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I don't want to give too much away, but basically — she's God, by the end of the movie.\" – Ty Burr, on Scarlett Johansson's character in the film Lucy…"},{"id":"artwork:46127969125","type":"artwork","title":"Angels & Devils","url":"/artworks/46127969125-angels-devils.html","external_url":"https://www.flickr.com/photos/43693624@N07/46127969125","summary":"\"When, in the year 1913, in my desperate attempt to free art from the ballast of objectivity, I took refuge in the square form and exhibited a picture…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","pen","drawing","black","red"],"content":"Angels & Devils danielarifriedman daniel friedman art pen drawing black red color angel devil temptation neuron draw science philosophy paper ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"When, in the year 1913, in my desperate attempt to free art from the ballast of objectivity, I took refuge in the square form and exhibited a picture…"},{"id":"artwork:32099875007","type":"artwork","title":"Sexual Selection","url":"/artworks/32099875007-sexual-selection.html","external_url":"https://www.flickr.com/photos/43693624@N07/32099875007","summary":"\"Live Mas.\" – Taco Bell slogan. \"I did what I could.\" – Edward Abbey, last words. Vladimir: \"Come on, Gogo, return the ball, can't you, once in a way?\"…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","pen","drawing","black","red"],"content":"Sexual Selection danielarifriedman daniel friedman art pen drawing black red color gold evolution sexual selection biology bird splatter draw science philosophy paper ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Live Mas.\" – Taco Bell slogan. \"I did what I could.\" – Edward Abbey, last words. Vladimir: \"Come on, Gogo, return the ball, can't you, once in a way?\"…"},{"id":"artwork:32099765007","type":"artwork","title":"Unbroken (The Circle Will Be)","url":"/artworks/32099765007-unbroken-the-circle-will-be.html","external_url":"https://www.flickr.com/photos/43693624@N07/32099765007","summary":"\"No longer shall I paint interiors with men reading and women knitting. I will paint living people who breathe and feel and suffer and love.\" – Edvard…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","pen","drawing","black","will"],"content":"Unbroken (The Circle Will Be) danielarifriedman daniel friedman art pen drawing black will circle be unbroken country ribsome mrna rna polya aucg trna central dogma draw science philosophy paper ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"No longer shall I paint interiors with men reading and women knitting. I will paint living people who breathe and feel and suffer and love.\" – Edvard…"},{"id":"artwork:46974335102","type":"artwork","title":"Cubism","url":"/artworks/46974335102-cubism.html","external_url":"https://www.flickr.com/photos/43693624@N07/46974335102","summary":"\"Never apologize for showing feeling, my friend. Remember that when you do so, you apologize for truth.\" – Benjamin Disraeli, \"Contarini Fleming : A…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"Cubism daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Never apologize for showing feeling, my friend. Remember that when you do so, you apologize for truth.\" – Benjamin Disraeli, \"Contarini Fleming : A…"},{"id":"artwork:47026117711","type":"artwork","title":"The Body Electric (Bioelectricity)","url":"/artworks/47026117711-the-body-electric-bioelectricity.html","external_url":"https://www.flickr.com/photos/43693624@N07/47026117711","summary":"\"Everything excellent limits us momentarily because we feel unable to match up to it; only insofar as we subsequently accept it into our own culture…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"The Body Electric (Bioelectricity) daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Everything excellent limits us momentarily because we feel unable to match up to it; only insofar as we subsequently accept it into our own culture…"},{"id":"artwork:46112331315","type":"artwork","title":"Upright (Uptight)","url":"/artworks/46112331315-upright-uptight.html","external_url":"https://www.flickr.com/photos/43693624@N07/46112331315","summary":"\"Dreams are illustrations... from the book your soul is writing about you.\" – Marsha Norman \"Art has a double face, of expression and illusion, just like…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"Upright (Uptight) daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Dreams are illustrations... from the book your soul is writing about you.\" – Marsha Norman \"Art has a double face, of expression and illusion, just like…"},{"id":"artwork:46112511285","type":"artwork","title":"Trituration","url":"/artworks/46112511285-trituration.html","external_url":"https://www.flickr.com/photos/43693624@N07/46112511285","summary":"\"What fool is not so wise To lose an oath to win a paradise?\" – William Shakespeare, \"Love's Labour's Lost\" (c. 1595-6), Act IV, scene 3, line 72. \"Every…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"Trituration daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"What fool is not so wise To lose an oath to win a paradise?\" – William Shakespeare, \"Love's Labour's Lost\" (c. 1595-6), Act IV, scene 3, line 72. \"Every…"},{"id":"artwork:46974087132","type":"artwork","title":"Dark Flower","url":"/artworks/46974087132-dark-flower.html","external_url":"https://www.flickr.com/photos/43693624@N07/46974087132","summary":"\"After being Turned Down by numerous Publishers, he had decided to write for Posterity.\" – George Ade, \"Fables in Slang\", 1899. \"The LORD abhors…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"Dark Flower daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"After being Turned Down by numerous Publishers, he had decided to write for Posterity.\" – George Ade, \"Fables in Slang\", 1899. \"The LORD abhors…"},{"id":"artwork:40061340043","type":"artwork","title":"Path Of Life","url":"/artworks/40061340043-path-of-life.html","external_url":"https://www.flickr.com/photos/43693624@N07/40061340043","summary":"\"Once you get it into your head that somebody is controlling events, you can interpret everything in that light and find no reasonable certainty…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"Path Of Life daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Once you get it into your head that somebody is controlling events, you can interpret everything in that light and find no reasonable certainty…"},{"id":"artwork:46112511225","type":"artwork","title":"Splatter","url":"/artworks/46112511225-splatter.html","external_url":"https://www.flickr.com/photos/43693624@N07/46112511225","summary":"\"The Spirits of thy Lines infuse a Fire Like the Worlds Soul, which makes me thus aspire\" – Henry Cornelius Agrippa, \"Three Books of Occult Philosophy\"…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"Splatter daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The Spirits of thy Lines infuse a Fire Like the Worlds Soul, which makes me thus aspire\" – Henry Cornelius Agrippa, \"Three Books of Occult Philosophy\"…"},{"id":"artwork:40061415703","type":"artwork","title":"Squid","url":"/artworks/40061415703-squid.html","external_url":"https://www.flickr.com/photos/43693624@N07/40061415703","summary":"\"There are nowadays professors of philosophy, but not philosophers. Yet it is admirable to profess because it was once admirable to live. To be a…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"Squid daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"There are nowadays professors of philosophy, but not philosophers. Yet it is admirable to profess because it was once admirable to live. To be a…"},{"id":"artwork:40061415673","type":"artwork","title":"Tree","url":"/artworks/40061415673-tree.html","external_url":"https://www.flickr.com/photos/43693624@N07/40061415673","summary":"\"There is no more lovely, friendly and charming relationship, communion or company than a good marriage.\"\" – Martin Luther, 'Table Talk' (Tischreden)…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"Tree daniel ari friedman danielarifriedman drawing art paper ink draw creative science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"There is no more lovely, friendly and charming relationship, communion or company than a good marriage.\"\" – Martin Luther, 'Table Talk' (Tischreden)…"},{"id":"artwork:33151047588","type":"artwork","title":"SF Bay Area","url":"/artworks/33151047588-sf-bay-area.html","external_url":"https://www.flickr.com/photos/43693624@N07/33151047588","summary":"\"I am in earnest—I will not equivocate—I will not excuse—I will not retreat a single inch AND I WILL BE HEARD.\" – William Lloyd Garrison, \"Salutatory of…","year":"2019","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","drawing","art","paper","ink"],"content":"SF Bay Area daniel ari friedman danielarifriedman drawing art paper ink draw creative caltrain train bay area california usa america public transit map mapping maps bart san jose sanjose sanfrancisco science philosophy pen artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I am in earnest—I will not equivocate—I will not excuse—I will not retreat a single inch AND I WILL BE HEARD.\" – William Lloyd Garrison, \"Salutatory of…"},{"id":"artwork:46126495254","type":"artwork","title":"See Both Sides","url":"/artworks/46126495254-see-both-sides.html","external_url":"https://www.flickr.com/photos/43693624@N07/46126495254","summary":"\"Well I ain't often right but I've never been wrong, Seldom turns out the way it does in the song. Once in a while you get shown the light In the…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","school","person","black","white"],"content":"See Both Sides danielarifriedman daniel ari friedman school person black white red gold writing letters handwriting text words drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Well I ain't often right but I've never been wrong, Seldom turns out the way it does in the song. Once in a while you get shown the light In the…"},{"id":"artwork:31910194167","type":"artwork","title":"Outrage","url":"/artworks/31910194167-outrage.html","external_url":"https://www.flickr.com/photos/43693624@N07/31910194167","summary":"Outrage: As bitter going in, as it is going out. \"Iratus semper plus putat posse facere quam possit.\" [\"The angry man always thinks he can do more than…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","school","person","black","white"],"content":"Outrage danielarifriedman daniel ari friedman school person black white red gold writing letters handwriting text words trump pelosi politics usa government shutdown twitter social media mob anger rage bitter president sjw drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Outrage: As bitter going in, as it is going out. \"Iratus semper plus putat posse facere quam possit.\" [\"The angry man always thinks he can do more than…"},{"id":"artwork:31910034077","type":"artwork","title":"Golden Crossings","url":"/artworks/31910034077-golden-crossings.html","external_url":"https://www.flickr.com/photos/43693624@N07/31910034077","summary":"\"We laugh at honour and are shocked to find traitors in our midst.\" – C. 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Lewis, The Abolition of Man. \"What has been will be again, what has been done…"},{"id":"artwork:32976045888","type":"artwork","title":"Family (Hereditarianism)","url":"/artworks/32976045888-family-hereditarianism.html","external_url":"https://www.flickr.com/photos/43693624@N07/32976045888","summary":"\"The world is a wheel, and it will all come round right.\" – Benjamin Disraeli, \"Endymion\" (1880) \"The family is the natural and fundamental group unit of…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","school","person","black","white"],"content":"Family (Hereditarianism) danielarifriedman daniel ari friedman school person black white red writing letters handwriting text words drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The world is a wheel, and it will all come round right.\" – Benjamin Disraeli, \"Endymion\" (1880) \"The family is the natural and fundamental group unit of…"},{"id":"artwork:32975941528","type":"artwork","title":"Childcare is Future Care","url":"/artworks/32975941528-childcare-is-future-care.html","external_url":"https://www.flickr.com/photos/43693624@N07/32975941528","summary":"\"When strength is yoked with justice, where is a mightier pair than they?\" – Aeschylus, \"Fragments\", l, 298. \"The quality of strength lined with…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","school","person","black","white"],"content":"Childcare is Future Care danielarifriedman daniel ari friedman school person black white red gold writing letters handwriting text words drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"When strength is yoked with justice, where is a mightier pair than they?\" – Aeschylus, \"Fragments\", l, 298. \"The quality of strength lined with…"},{"id":"artwork:31910033957","type":"artwork","title":"Leaky Integrator","url":"/artworks/31910033957-leaky-integrator.html","external_url":"https://www.flickr.com/photos/43693624@N07/31910033957","summary":"\"There is not more difference betwixt a grant and feoffment, than betwixt one egg and another.\" – Bridgman, C.J., Jemot v. Cooley (1666), Sir Thos…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","school","person","black","white"],"content":"Leaky Integrator danielarifriedman daniel ari friedman school person black white red gold drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"There is not more difference betwixt a grant and feoffment, than betwixt one egg and another.\" – Bridgman, C.J., Jemot v. Cooley (1666), Sir Thos…"},{"id":"artwork:46680791162","type":"artwork","title":"Moon Rocket","url":"/artworks/46680791162-moon-rocket.html","external_url":"https://www.flickr.com/photos/43693624@N07/46680791162","summary":"\"Nature has left this tincture in the blood, That all men wou'd be tyrants if they cou'd.\" – Daniel Defoe \"The first of April, some do say Is set apart…","year":"2019","domain":"Art","tags":["art","drawing","gold","danielarifriedman","daniel","friedman","art","drawing","paper","ink"],"content":"Moon Rocket gold danielarifriedman daniel friedman art drawing paper ink freehand draw 2019 january golden goldy faith science philosophy pen creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Nature has left this tincture in the blood, That all men wou'd be tyrants if they cou'd.\" – Daniel Defoe \"The first of April, some do say Is set apart…"},{"id":"artwork:46680779162","type":"artwork","title":"Band of Brothers","url":"/artworks/46680779162-band-of-brothers.html","external_url":"https://www.flickr.com/photos/43693624@N07/46680779162","summary":"\"‘Aphorizein’, from which we get the word ‘aphorism’, means to retreat to such a distance that a horizon of thought is formed which never again closes on…","year":"2019","domain":"Art","tags":["art","drawing","gold","silver","danielarifriedman","daniel","friedman","art","drawing","paper"],"content":"Band of Brothers gold silver danielarifriedman daniel friedman art drawing paper ink freehand draw 2019 january golden goldy faith band brothers aries ram horoscope brother brethren movie science philosophy pen creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"‘Aphorizein’, from which we get the word ‘aphorism’, means to retreat to such a distance that a horizon of thought is formed which never again closes on…"},{"id":"artwork:46008897444","type":"artwork","title":"State \"Education\"","url":"/artworks/46008897444-state-education.html","external_url":"https://www.flickr.com/photos/43693624@N07/46008897444","summary":"\"Saint Valentine is past; Begin these wood-birds but to couple now?\" – William Shakespeare, \"A Midsummer Night's Dream\" (c. 1595-96), Act IV, scene 1…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","drawing","paper","ink","freehand"],"content":"State \"Education\" danielarifriedman daniel friedman art drawing paper ink freehand draw 2019 january gold golden goldy faith home school homeschool politics group groupthink think thought conspiracy theory science belief state nation education propaganda philosophy pen creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Saint Valentine is past; Begin these wood-birds but to couple now?\" – William Shakespeare, \"A Midsummer Night's Dream\" (c. 1595-96), Act IV, scene 1…"},{"id":"artwork:45913739704","type":"artwork","title":"Interface","url":"/artworks/45913739704-interface.html","external_url":"https://www.flickr.com/photos/43693624@N07/45913739704","summary":"\"Not the power to remember, but its very opposite, the power to forget, is a necessary condition for our existence.\" – Sholem Asch, \"The Nazarene\", 1939…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","paper","ink","freehand","black"],"content":"Interface danielarifriedman drawing art pen paper ink freehand black red color draw science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Not the power to remember, but its very opposite, the power to forget, is a necessary condition for our existence.\" – Sholem Asch, \"The Nazarene\", 1939…"},{"id":"artwork:32763724468","type":"artwork","title":"Brainstorms","url":"/artworks/32763724468-brainstorms.html","external_url":"https://www.flickr.com/photos/43693624@N07/32763724468","summary":"\"Whenever Darwinism is the topic, the temperature rises, because more is at stake than just the empirical facts about how life on Earth evolved, or the…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","paper","ink","freehand","black"],"content":"Brainstorms danielarifriedman drawing art pen paper ink freehand black draw science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Whenever Darwinism is the topic, the temperature rises, because more is at stake than just the empirical facts about how life on Earth evolved, or the…"},{"id":"artwork:31696984287","type":"artwork","title":"Rails","url":"/artworks/31696984287-rails.html","external_url":"https://www.flickr.com/photos/43693624@N07/31696984287","summary":"\"The five essential entrepreneurial skills for success: Concentration, Discrimination, Organization, Innovation and Communication.\" – Michael Faraday, in…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","paper","ink","freehand","black"],"content":"Rails danielarifriedman drawing art pen paper ink freehand black gold draw science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"The five essential entrepreneurial skills for success: Concentration, Discrimination, Organization, Innovation and Communication.\" – Michael Faraday, in…"},{"id":"artwork:46585726992","type":"artwork","title":"Prime Numbers (Pledge of Allegiance)","url":"/artworks/46585726992-prime-numbers-pledge-of-allegiance.html","external_url":"https://www.flickr.com/photos/43693624@N07/46585726992","summary":"\"There is nothing so powerful as truth — and often nothing so strange.\" Argument on the murder of Captain White (1830). \"He smote the rock of the…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","paper","ink","freehand","black"],"content":"Prime Numbers (Pledge of Allegiance) danielarifriedman drawing art pen paper ink freehand black red color gold draw science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"There is nothing so powerful as truth — and often nothing so strange.\" Argument on the murder of Captain White (1830). \"He smote the rock of the…"},{"id":"artwork:39673135873","type":"artwork","title":"Binding","url":"/artworks/39673135873-binding.html","external_url":"https://www.flickr.com/photos/43693624@N07/39673135873","summary":"\"Ein guter Mensch, in seinem dunkeln Drange, Ist sich des rechten Weges wohl bewusst.\" [A good man, through obscurest aspirations Has still an instinct…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","paper","ink","freehand","black"],"content":"Binding danielarifriedman drawing art pen paper ink freehand black red color draw science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Ein guter Mensch, in seinem dunkeln Drange, Ist sich des rechten Weges wohl bewusst.\" [A good man, through obscurest aspirations Has still an instinct…"},{"id":"artwork:39673280953","type":"artwork","title":"Congress is the Opposite of Progress","url":"/artworks/39673280953-congress-is-the-opposite-of-progress.html","external_url":"https://www.flickr.com/photos/43693624@N07/39673280953","summary":"\"An unconstitutional act is not law; it confers no rights; it imposes no duties; affords no protection; it creates no office; it is in legal…","year":"2019","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","paper","ink","freehand","black"],"content":"Congress is the Opposite of Progress danielarifriedman drawing art pen paper ink freehand black red color trump congress government shutdown aoc left right blue politics senate house usa us america draw science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"An unconstitutional act is not law; it confers no rights; it imposes no duties; affords no protection; it creates no office; it is in legal…"},{"id":"artwork:46452718021","type":"artwork","title":"Software Runs Rampant","url":"/artworks/46452718021-software-runs-rampant.html","external_url":"https://www.flickr.com/photos/43693624@N07/46452718021","summary":"\"Economics is on the side of humanity now.\" – Isaac Asimov, in \"The Currents of Space\" (1952). \"Many readers judge of the power of a book by the shock it…","year":"2018","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","art","music","science","creative","drawing"],"content":"Software Runs Rampant daniel friedman danielarifriedman art music science creative drawing paper pen ink freehand red black draw philosophy artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Economics is on the side of humanity now.\" – Isaac Asimov, in \"The Currents of Space\" (1952). \"Many readers judge of the power of a book by the shock it…"},{"id":"artwork:44635701070","type":"artwork","title":"Moon Landing","url":"/artworks/44635701070-moon-landing.html","external_url":"https://www.flickr.com/photos/43693624@N07/44635701070","summary":"\"Where necessity speaks, it demands.\" – Russian proverb \"Prophets hold a key to the lock in a language. The mechanical image remains only an image to…","year":"2018","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","art","music","science","creative","drawing"],"content":"Moon Landing daniel friedman danielarifriedman art music science creative drawing paper pen ink freehand red black gold owen benjamin vox day russia usa america space landing spacex moon mars interstellar draw philosophy artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Where necessity speaks, it demands.\" – Russian proverb \"Prophets hold a key to the lock in a language. The mechanical image remains only an image to…"},{"id":"artwork:45539873035","type":"artwork","title":"Fractal","url":"/artworks/45539873035-fractal.html","external_url":"https://www.flickr.com/photos/43693624@N07/45539873035","summary":"\"The great appear great because we are on our knees: Let us rise.\" – Camille Desmoulins \"The hunter for aphorisms on human nature has to fish in muddy…","year":"2018","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","art","music","science","creative","drawing"],"content":"Fractal daniel friedman danielarifriedman art music science creative drawing paper pen ink freehand black fractal complexity complex system adaptive draw philosophy artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"The great appear great because we are on our knees: Let us rise.\" – Camille Desmoulins \"The hunter for aphorisms on human nature has to fish in muddy…"},{"id":"artwork:46401999072","type":"artwork","title":"Israel (Judges 17:6)","url":"/artworks/46401999072-israel-judges-17-6.html","external_url":"https://www.flickr.com/photos/43693624@N07/46401999072","summary":"\"In those days there was no king in Israel, and each one did what was right in his own eyes.\" – Judges 17:6 Lexham English Bible (LEB). \"Let all live as…","year":"2018","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","art","music","science","creative","drawing"],"content":"Israel (Judges 17:6) daniel friedman danielarifriedman art music science creative drawing paper pen ink freehand black judges bible jewish christian draw philosophy artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"In those days there was no king in Israel, and each one did what was right in his own eyes.\" – Judges 17:6 Lexham English Bible (LEB). \"Let all live as…"},{"id":"artwork:31512799527","type":"artwork","title":"Gridwork","url":"/artworks/31512799527-gridwork.html","external_url":"https://www.flickr.com/photos/43693624@N07/31512799527","summary":"\"Take fast hold of instruction; let her not go: keep her; for she is thy life.\" – Proverbs 4:13 King James Version (KJV) \"The intellectual evolution of…","year":"2018","domain":"Art","tags":["art","drawing","daniel","friedman","danielarifriedman","art","music","science","creative","drawing"],"content":"Gridwork daniel friedman danielarifriedman art music science creative drawing paper pen ink freehand black draw philosophy artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Take fast hold of instruction; let her not go: keep her; for she is thy life.\" – Proverbs 4:13 King James Version (KJV) \"The intellectual evolution of…"},{"id":"artwork:45578506304","type":"artwork","title":"Saguaro","url":"/artworks/45578506304-saguaro.html","external_url":"https://www.flickr.com/photos/43693624@N07/45578506304","summary":"\"The scientific man does not aim at an immediate result. He does not expect that his advanced ideas will be readily taken up. His work is like that of…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","draw","drawing","art","science","philosophy"],"content":"Saguaro danielarifriedman daniel friedman draw drawing art science philosophy black red color white creative cartoon flickr internet person people man woman emotion paper pen ink artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"The scientific man does not aim at an immediate result. He does not expect that his advanced ideas will be readily taken up. His work is like that of…"},{"id":"artwork:45578506964","type":"artwork","title":"Triangles","url":"/artworks/45578506964-triangles.html","external_url":"https://www.flickr.com/photos/43693624@N07/45578506964","summary":"\"君子終日乾乾\" All day long the superior man is creatively active. – I Ching ䷀ 1 The Creative \"The explicable requires the inexplicable. Experience requires…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","draw","drawing","art","science","philosophy"],"content":"Triangles danielarifriedman daniel friedman draw drawing art science philosophy black white creative cartoon flickr internet person people man woman emotion paper pen ink artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"君子終日乾乾\" All day long the superior man is creatively active. – I Ching ䷀ 1 The Creative \"The explicable requires the inexplicable. Experience requires…"},{"id":"artwork:31363081007","type":"artwork","title":"I Love Foraging","url":"/artworks/31363081007-i-love-foraging.html","external_url":"https://www.flickr.com/photos/43693624@N07/31363081007","summary":"\"With crosses, relics, crucifixes, Beads, pictures, rosaries, and pixes; The tools of working out salvation By mere mechanic operation.\" – Samuel Butler…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","draw","drawing","art","science","philosophy"],"content":"I Love Foraging danielarifriedman daniel friedman draw drawing art science philosophy black red color white creative cartoon flickr internet person people man woman emotion paper pen ink artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"With crosses, relics, crucifixes, Beads, pictures, rosaries, and pixes; The tools of working out salvation By mere mechanic operation.\" – Samuel Butler…"},{"id":"artwork:45578507164","type":"artwork","title":"Nature and Nurture","url":"/artworks/45578507164-nature-and-nurture.html","external_url":"https://www.flickr.com/photos/43693624@N07/45578507164","summary":"\"There exists in the world a single path along which no one can go except you: whither does it lead? Do not ask, go along it.\" – Friedrich Nietzsche…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","draw","drawing","art","science","philosophy"],"content":"Nature and Nurture danielarifriedman daniel friedman draw drawing art science philosophy black red color white creative cartoon flickr internet person people man woman emotion paper pen ink artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"There exists in the world a single path along which no one can go except you: whither does it lead? Do not ask, go along it.\" – Friedrich Nietzsche…"},{"id":"artwork:31363080607","type":"artwork","title":"Tophat","url":"/artworks/31363080607-tophat.html","external_url":"https://www.flickr.com/photos/43693624@N07/31363080607","summary":"\"It’s no use crying over spilt evils. It’s better to mop them up laughing.\" – Eleanor Farjeon, in 'Gypsy and Ginger' (1920) \"Our duty is to feel what is…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","draw","drawing","art","science","philosophy"],"content":"Tophat danielarifriedman daniel friedman draw drawing art science philosophy black red color white creative cartoon flickr internet person people man woman emotion paper pen ink artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"It’s no use crying over spilt evils. It’s better to mop them up laughing.\" – Eleanor Farjeon, in 'Gypsy and Ginger' (1920) \"Our duty is to feel what is…"},{"id":"artwork:31152107687","type":"artwork","title":"Delicate","url":"/artworks/31152107687-delicate.html","external_url":"https://www.flickr.com/photos/43693624@N07/31152107687","summary":"\"I asked myself about the present: how wide it was, how deep it was, how much was mine to keep.\" – Kurt Vonnegut, 'Slaughterhouse-Five'. \"I am too firm…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","pen","ink","black","red"],"content":"Delicate danielarifriedman daniel ari friedman pen ink black red color drawing draw art cartoon philosophy science paper creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"I asked myself about the present: how wide it was, how deep it was, how much was mine to keep.\" – Kurt Vonnegut, 'Slaughterhouse-Five'. \"I am too firm…"},{"id":"artwork:44274670530","type":"artwork","title":"Color Run","url":"/artworks/44274670530-color-run.html","external_url":"https://www.flickr.com/photos/43693624@N07/44274670530","summary":"\"No second thoughts.\" – President Barack Obama on the drone program, 'The Guardian' (2016/3/10). \"Whereof what's past is prologue, what to come In yours…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","pen","ink","black","red"],"content":"Color Run danielarifriedman daniel ari friedman pen ink black red color blue america drawing draw art cartoon philosophy science paper creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"No second thoughts.\" – President Barack Obama on the drone program, 'The Guardian' (2016/3/10). \"Whereof what's past is prologue, what to come In yours…"},{"id":"artwork:44274577010","type":"artwork","title":"Шtochastic (Stochastic)","url":"/artworks/44274577010-tochastic-stochastic.html","external_url":"https://www.flickr.com/photos/43693624@N07/44274577010","summary":"\"Rais'd of themselves, their genuine charms they boast And those who paint 'em truest praise 'em most.\" – Joseph Addison, The Campaign (1922). \"As…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","pen","ink","black","red"],"content":"Шtochastic (Stochastic) danielarifriedman daniel ari friedman pen ink black red color drawing draw art cartoon philosophy science paper creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Rais'd of themselves, their genuine charms they boast And those who paint 'em truest praise 'em most.\" – Joseph Addison, The Campaign (1922). \"As…"},{"id":"artwork:46090937091","type":"artwork","title":"Crashing","url":"/artworks/46090937091-crashing.html","external_url":"https://www.flickr.com/photos/43693624@N07/46090937091","summary":"\"While I complain of being able to glimpse no more than the shadow of the past, I may be insensitive to reality as it is taking shape at this very…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","pen","ink","black","drawing"],"content":"Crashing danielarifriedman daniel ari friedman pen ink black drawing draw art cartoon philosophy science paper creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"While I complain of being able to glimpse no more than the shadow of the past, I may be insensitive to reality as it is taking shape at this very…"},{"id":"artwork:31151982797","type":"artwork","title":"\"Driving\" In The Rain (The Driving Rain)","url":"/artworks/31151982797-driving-in-the-rain-the-driving-rain.html","external_url":"https://www.flickr.com/photos/43693624@N07/31151982797","summary":"\"Krishna the beautiful aspect of God. Love crystallises into blueness. Blue colour is expressive of intense love. Solomon saw \"Krishna\". Here Krishna…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","ari","friedman","pen","ink","black","red"],"content":"\"Driving\" In The Rain (The Driving Rain) danielarifriedman daniel ari friedman pen ink black red color drawing draw art cartoon philosophy science paper creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Krishna the beautiful aspect of God. Love crystallises into blueness. Blue colour is expressive of intense love. Solomon saw \"Krishna\". Here Krishna…"},{"id":"artwork:45862911972","type":"artwork","title":"The Media Is The Message","url":"/artworks/45862911972-the-media-is-the-message.html","external_url":"https://www.flickr.com/photos/43693624@N07/45862911972","summary":"\"Human verbal communication can operate and always does operate at many contrasting levels of abstraction.\" – Gregory Bateson (1955) \"A Theory of Play…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","ink","paper","draw","person"],"content":"The Media Is The Message danielarifriedman drawing art pen ink paper draw person cartoon creative beautiful black craft red science philosophy artistic geometry topology mathematics freehand freedraw illustration doodle sketch \"Human verbal communication can operate and always does operate at many contrasting levels of abstraction.\" – Gregory Bateson (1955) \"A Theory of Play…"},{"id":"artwork:44999753905","type":"artwork","title":"Triangle Inequality","url":"/artworks/44999753905-triangle-inequality.html","external_url":"https://www.flickr.com/photos/43693624@N07/44999753905","summary":"\"Discourse, the sweeter banquet of the mind.\" – Homer, The Odyssey, Book 15, line 433. \"A moral, sensible, and well-bred man\" Will not affront me, and no…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","ink","paper","draw","person"],"content":"Triangle Inequality danielarifriedman drawing art pen ink paper draw person cartoon creative beautiful black craft science philosophy artistic geometry topology mathematics freehand freedraw illustration doodle sketch \"Discourse, the sweeter banquet of the mind.\" – Homer, The Odyssey, Book 15, line 433. \"A moral, sensible, and well-bred man\" Will not affront me, and no…"},{"id":"artwork:45912014341","type":"artwork","title":"Emergent Phenomena","url":"/artworks/45912014341-emergent-phenomena.html","external_url":"https://www.flickr.com/photos/43693624@N07/45912014341","summary":"\"Not curiosity, not vanity, not the consideration of expediency, not duty and conscientiousness, but an unquenchable, unhappy thirst that brooks no…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","drawing","art","pen","ink","paper","draw","person"],"content":"Emergent Phenomena danielarifriedman drawing art pen ink paper draw person cartoon creative beautiful black craft red science philosophy artistic geometry topology mathematics freehand freedraw illustration doodle sketch \"Not curiosity, not vanity, not the consideration of expediency, not duty and conscientiousness, but an unquenchable, unhappy thirst that brooks no…"},{"id":"artwork:44096222580","type":"artwork","title":"Business Casual","url":"/artworks/44096222580-business-casual.html","external_url":"https://www.flickr.com/photos/43693624@N07/44096222580","summary":"\"Much learning shows how little mortals know; Much wealth, how little worldlings can enjoy.\" – Edward Young (1683-1765). \"The chief business of the…","year":"2018","domain":"Art","tags":["art","drawing","vulfpeck","buisness","casual","linkedin","networking","startups","silicon","valley"],"content":"Business Casual vulfpeck buisness casual linkedin networking startups silicon valley stanford san francisco dress code coding programming wealth danielarifriedman drawing art pen ink paper draw person cartoon creative beautiful black craft red gold letters words cursive writing science philosophy artistic geometry topology mathematics freehand freedraw illustration doodle sketch \"Much learning shows how little mortals know; Much wealth, how little worldlings can enjoy.\" – Edward Young (1683-1765). \"The chief business of the…"},{"id":"artwork:45862774372","type":"artwork","title":"Fire!","url":"/artworks/45862774372-fire.html","external_url":"https://www.flickr.com/photos/43693624@N07/45862774372","summary":"\"τὸ ἐν ἀνθρώποις ὑψηλὸν βδέλυγμα ἐνώπιον τοῦ Θεοῦ.\" [\"What people value highly is detestable in God's sight.\"] – Gospel of Luke 16:15 NIV \"I'm convinced…","year":"2018","domain":"Art","tags":["art","drawing","fire","burning","heat","hot","california","forest","danielarifriedman","drawing"],"content":"Fire! fire burning heat hot california forest danielarifriedman drawing art pen ink paper draw person cartoon creative beautiful black craft red letters words cursive writing science philosophy artistic geometry topology mathematics freehand freedraw illustration doodle sketch \"τὸ ἐν ἀνθρώποις ὑψηλὸν βδέλυγμα ἐνώπιον τοῦ Θεοῦ.\" [\"What people value highly is detestable in God's sight.\"] – Gospel of Luke 16:15 NIV \"I'm convinced…"},{"id":"artwork:45188243924","type":"artwork","title":"Can't Sleep Love","url":"/artworks/45188243924-can-t-sleep-love.html","external_url":"https://www.flickr.com/photos/43693624@N07/45188243924","summary":"\"The word 'imagination' is... in my title. I want you to think of the following words: visual, vision, and visionary; and image, imagery, imagination…","year":"2018","domain":"Art","tags":["art","drawing","pentatonix","penta","cant","sleep","love","capella","danielarifriedman","drawing"],"content":"Can't Sleep Love pentatonix penta cant sleep love capella danielarifriedman drawing art pen ink paper draw person cartoon creative beautiful black craft letters words cursive writing science philosophy artistic geometry topology mathematics freehand freedraw illustration doodle sketch \"The word 'imagination' is... in my title. I want you to think of the following words: visual, vision, and visionary; and image, imagery, imagination…"},{"id":"artwork:43849200020","type":"artwork","title":"Self in the Sea","url":"/artworks/43849200020-self-in-the-sea.html","external_url":"https://www.flickr.com/photos/43693624@N07/43849200020","summary":"\"To overcome the academic prose you have first to overcome the academic pose.\" – C. Wright Mills, \"The Sociological Imagination\" (1959). \"Numerous are…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","science","academia","hand","drawing"],"content":"Self in the Sea danielarifriedman daniel friedman art science academia hand drawing ink paper pen psychedelic identity ocean sea wave water rectangle cartoon koan mystery draw philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"To overcome the academic prose you have first to overcome the academic pose.\" – C. Wright Mills, \"The Sociological Imagination\" (1959). \"Numerous are…"},{"id":"artwork:30726433787","type":"artwork","title":"Practice Makes Practice, Perfect Makes Nothing","url":"/artworks/30726433787-practice-makes-practice-perfect-makes-nothing.html","external_url":"https://www.flickr.com/photos/43693624@N07/30726433787","summary":"\"To our age anything Delphic is anathema. We want the definite. As certainly as ours is a time of the expert and technician, we are living under a…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","science","art","psychedelic","person","drawing"],"content":"Practice Makes Practice, Perfect Makes Nothing danielarifriedman daniel friedman science art psychedelic person drawing ink paper black white cartoon philosophy academia font letters words cursive handwriting draw pen creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"To our age anything Delphic is anathema. We want the definite. As certainly as ours is a time of the expert and technician, we are living under a…"},{"id":"artwork:30726584387","type":"artwork","title":"A Biologist Draws Astrophysics","url":"/artworks/30726584387-a-biologist-draws-astrophysics.html","external_url":"https://www.flickr.com/photos/43693624@N07/30726584387","summary":"\"She looks as if butter wouldn't melt in her mouth.\" – Jonathan Swift, \"Polite Conversation\" (c. 1738), Dialogue I. \"If they can get you asking the wrong…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","science","art","psychedelic","person","drawing"],"content":"A Biologist Draws Astrophysics danielarifriedman daniel friedman science art psychedelic person drawing ink paper black white cartoon philosophy academia draw pen creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"She looks as if butter wouldn't melt in her mouth.\" – Jonathan Swift, \"Polite Conversation\" (c. 1738), Dialogue I. \"If they can get you asking the wrong…"},{"id":"artwork:44752585405","type":"artwork","title":"To Welcome Without Judgement is to Act Without Cause.","url":"/artworks/44752585405-to-welcome-without-judgement-is-to-act-without-cause.html","external_url":"https://www.flickr.com/photos/43693624@N07/44752585405","summary":"\"Still ending, and beginning still.\" William Cowper, The Task (1785), Book III, line 627. \"He is born naked, and falls a whining at the first.\" – Robert…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","science","art","psychedelic","person","drawing"],"content":"To Welcome Without Judgement is to Act Without Cause. danielarifriedman daniel friedman science art psychedelic person drawing ink paper black white cartoon philosophy academia red font letters words cursive handwriting draw pen creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Still ending, and beginning still.\" William Cowper, The Task (1785), Book III, line 627. \"He is born naked, and falls a whining at the first.\" – Robert…"},{"id":"artwork:44942210874","type":"artwork","title":"Child Parenting","url":"/artworks/44942210874-child-parenting.html","external_url":"https://www.flickr.com/photos/43693624@N07/44942210874","summary":"\"So loving to my mother That he might not esteem the winds of heaven Visit her face too roughly.\" – William Shakespeare, \"Hamlet\" (1600-02), Act I, scene…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","science","art","psychedelic","person","drawing"],"content":"Child Parenting danielarifriedman daniel friedman science art psychedelic person drawing ink paper black white cartoon philosophy academia draw pen creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"So loving to my mother That he might not esteem the winds of heaven Visit her face too roughly.\" – William Shakespeare, \"Hamlet\" (1600-02), Act I, scene…"},{"id":"artwork:45482889301","type":"artwork","title":"Ant","url":"/artworks/45482889301-ant.html","external_url":"https://www.flickr.com/photos/43693624@N07/45482889301","summary":"\"Though this be madness, yet there is a method in’t.\" – Shakespeare, \"Hamlet\", Act 2, Scene 2. \"It is one of the commonest of mistakes to consider that…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","art","pen","ink","paper"],"content":"Ant danielarifriedman daniel friedman drawing art pen ink paper freehand cartoon science philosophy draw creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Though this be madness, yet there is a method in’t.\" – Shakespeare, \"Hamlet\", Act 2, Scene 2. \"It is one of the commonest of mistakes to consider that…"},{"id":"artwork:44569338145","type":"artwork","title":"Neurophysiology of Perception001","url":"/artworks/44569338145-neurophysiology-of-perception001.html","external_url":"https://www.flickr.com/photos/43693624@N07/44569338145","summary":"\"Isn't it amazing the way the future succeeds in creating an appropriate past?\" – John Leonard, Private Lives in the Imperial City (1979), \"Dash\" (p…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","art","pen","ink","paper"],"content":"Neurophysiology of Perception001 danielarifriedman daniel friedman drawing art pen ink paper freehand cartoon science philosophy draw creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Isn't it amazing the way the future succeeds in creating an appropriate past?\" – John Leonard, Private Lives in the Imperial City (1979), \"Dash\" (p…"},{"id":"artwork:31609514638","type":"artwork","title":"Flashlight","url":"/artworks/31609514638-flashlight.html","external_url":"https://www.flickr.com/photos/43693624@N07/31609514638","summary":"\"What is it but a map of busy life, Its fluctuations, and its vast concerns?\" – William Cowper, \"The Task\" (1785), Book IV, line 55. \"If you need…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","art","pen","ink","paper"],"content":"Flashlight danielarifriedman daniel friedman drawing art pen ink paper freehand cartoon science philosophy draw creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"What is it but a map of busy life, Its fluctuations, and its vast concerns?\" – William Cowper, \"The Task\" (1785), Book IV, line 55. \"If you need…"},{"id":"artwork:44569337915","type":"artwork","title":"Life & Death (Ribosome)","url":"/artworks/44569337915-life-death-ribosome.html","external_url":"https://www.flickr.com/photos/43693624@N07/44569337915","summary":"The ribosome (the life/death duality) is traveling along the mRNA (from 5'--> 3'). The translational product is memory -- in the brain, and in the…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","art","pen","ink","paper"],"content":"Life & Death (Ribosome) danielarifriedman daniel friedman drawing art pen ink paper freehand cartoon science philosophy draw creative artistic geometry topology mathematics freedraw craft illustration doodle sketch The ribosome (the life/death duality) is traveling along the mRNA (from 5'--> 3'). The translational product is memory -- in the brain, and in the…"},{"id":"artwork:44757809534","type":"artwork","title":"Starry Night","url":"/artworks/44757809534-starry-night.html","external_url":"https://www.flickr.com/photos/43693624@N07/44757809534","summary":"\"So much to win, so much to lose, No marvel that I fear to choose.\" – Letitia Elizabeth Landon, \"The Golden Violet\" (1827) \"Professors rarely speak of…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","art","pen","ink","paper"],"content":"Starry Night danielarifriedman daniel friedman drawing art pen ink paper freehand cartoon science philosophy draw creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"So much to win, so much to lose, No marvel that I fear to choose.\" – Letitia Elizabeth Landon, \"The Golden Violet\" (1827) \"Professors rarely speak of…"},{"id":"artwork:45431656882","type":"artwork","title":"Daniel 7:8","url":"/artworks/45431656882-daniel-7-8.html","external_url":"https://www.flickr.com/photos/43693624@N07/45431656882","summary":"Daniel 7:1-8 New International Version (NIV) - \"Daniel’s Dream of Four Beasts\" 1 In the first year of Belshazzar king of Babylon, Daniel had a dream, and…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","art","pen","ink","paper"],"content":"Daniel 7:8 danielarifriedman daniel friedman drawing art pen ink paper freehand cartoon science philosophy bible book torah christian jewish relgion scripture beast draw creative artistic geometry topology mathematics freedraw craft illustration doodle sketch Daniel 7:1-8 New International Version (NIV) - \"Daniel’s Dream of Four Beasts\" 1 In the first year of Belshazzar king of Babylon, Daniel had a dream, and…"},{"id":"artwork:45245822882","type":"artwork","title":"Antimony","url":"/artworks/45245822882-antimony.html","external_url":"https://www.flickr.com/photos/43693624@N07/45245822882","summary":"\"The abstraction is often the most definite form for the intangible thing in myself that I can only clarify in paint.\" – Georgia O'Keeffe, 'Some Memories…","year":"2018","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","science","art","philosophy","cartoon"],"content":"Antimony daniel ari friedman danielarifriedman science art philosophy cartoon paper pen ink black white red color vivid drawing draw creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"The abstraction is often the most definite form for the intangible thing in myself that I can only clarify in paint.\" – Georgia O'Keeffe, 'Some Memories…"},{"id":"artwork:44382213995","type":"artwork","title":"Aries (Fire, Passions, Diamonds)","url":"/artworks/44382213995-aries-fire-passions-diamonds.html","external_url":"https://www.flickr.com/photos/43693624@N07/44382213995","summary":"\"Astrology is a disease, not a science.\" – Moses ben Maimon \"Join the company of lions rather than assume the lead among foxes.\" – Talmud, Aboth, IV. 20…","year":"2018","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","science","art","philosophy","cartoon"],"content":"Aries (Fire, Passions, Diamonds) daniel ari friedman danielarifriedman science art philosophy cartoon paper pen ink black white red color vivid aries horoscope astrology sign symbol passion passions sex fire diamonds drawing draw creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Astrology is a disease, not a science.\" – Moses ben Maimon \"Join the company of lions rather than assume the lead among foxes.\" – Talmud, Aboth, IV. 20…"},{"id":"artwork:43479556290","type":"artwork","title":"Growth Mindset","url":"/artworks/43479556290-growth-mindset.html","external_url":"https://www.flickr.com/photos/43693624@N07/43479556290","summary":"\"There is strong shadow where there is much light.\" – Johann Wolfgang von Goethe, 'Götz von Berlichingen', Act I (1773). \"Alonso of Aragon was wont to…","year":"2018","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","science","art","philosophy","cartoon"],"content":"Growth Mindset daniel ari friedman danielarifriedman science art philosophy cartoon paper pen ink black white dweck growth mindset drawing draw creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"There is strong shadow where there is much light.\" – Johann Wolfgang von Goethe, 'Götz von Berlichingen', Act I (1773). \"Alonso of Aragon was wont to…"},{"id":"artwork:45245364412","type":"artwork","title":"Spiraling","url":"/artworks/45245364412-spiraling.html","external_url":"https://www.flickr.com/photos/43693624@N07/45245364412","summary":"\"I was thrown out of college for cheating on the metaphysics exam: I looked into the soul of another boy.\" – Woody Allen, \"Annie Hall\" (1977). \"I am…","year":"2018","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","science","art","philosophy","cartoon"],"content":"Spiraling daniel ari friedman danielarifriedman science art philosophy cartoon paper pen ink black white red color vivid drawing draw creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"I was thrown out of college for cheating on the metaphysics exam: I looked into the soul of another boy.\" – Woody Allen, \"Annie Hall\" (1977). \"I am…"},{"id":"artwork:44572656984","type":"artwork","title":"Number Theory","url":"/artworks/44572656984-number-theory.html","external_url":"https://www.flickr.com/photos/43693624@N07/44572656984","summary":"\"Number is the ruler of forms and ideas, and the cause of gods and daemons\" – Pythagoras, as quoted in 'Life of Pythagoras' (c. 300) by Iamblichus of…","year":"2018","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","science","art","philosophy","cartoon"],"content":"Number Theory daniel ari friedman danielarifriedman science art philosophy cartoon paper pen ink black white red color vivid math number theory drawing draw creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Number is the ruler of forms and ideas, and the cause of gods and daemons\" – Pythagoras, as quoted in 'Life of Pythagoras' (c. 300) by Iamblichus of…"},{"id":"artwork:30222909207","type":"artwork","title":"Promise","url":"/artworks/30222909207-promise.html","external_url":"https://www.flickr.com/photos/43693624@N07/30222909207","summary":"Это ещё цвето́чки, а я́годки впереди́. [These are just flowers; berries will come soon.] {\"Eto escho tsvetochki, a yagodki vperedi\"} – Russian Proverb…","year":"2018","domain":"Art","tags":["art","drawing","draw","drawing","art","paper","ink","pen","freehand","daniel"],"content":"Promise draw drawing art paper ink pen freehand daniel friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch Это ещё цвето́чки, а я́годки впереди́. [These are just flowers; berries will come soon.] {\"Eto escho tsvetochki, a yagodki vperedi\"} – Russian Proverb…"},{"id":"artwork:30222121327","type":"artwork","title":"Mindset Reset","url":"/artworks/30222121327-mindset-reset.html","external_url":"https://www.flickr.com/photos/43693624@N07/30222121327","summary":"\"Normal people don't understand this concept; they believe that if it ain't broke, don't fix it. Engineers believe that if it ain't broke, it doesn't…","year":"2018","domain":"Art","tags":["art","drawing","cernovich","mindset","gorilla","paradigm","change","mind","set","belief"],"content":"Mindset Reset cernovich mindset gorilla paradigm change mind set belief system draw drawing art paper ink pen freehand daniel friedman danielarifriedman growth evolutionary evolution person personal development science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Normal people don't understand this concept; they believe that if it ain't broke, don't fix it. Engineers believe that if it ain't broke, it doesn't…"},{"id":"artwork:44249298445","type":"artwork","title":"¡ Now I get it !","url":"/artworks/44249298445-now-i-get-it.html","external_url":"https://www.flickr.com/photos/43693624@N07/44249298445","summary":"6 steps towards productive thinking: 1. The idea is conceived. 2. The idea develops. 3. The idea continues to develop - it melts, thaws, and resolves…","year":"2018","domain":"Art","tags":["art","drawing","draw","drawing","art","paper","ink","pen","freehand","daniel"],"content":"¡ Now I get it ! draw drawing art paper ink pen freehand daniel friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch 6 steps towards productive thinking: 1. The idea is conceived. 2. The idea develops. 3. The idea continues to develop - it melts, thaws, and resolves…"},{"id":"artwork:44249105655","type":"artwork","title":"Diversity in the University","url":"/artworks/44249105655-diversity-in-the-university.html","external_url":"https://www.flickr.com/photos/43693624@N07/44249105655","summary":"In the image, \"Diversity of Thought\" and \"Diversity of Identity\" are two complex vectors passing through a general \"Diversity Space\". We know from…","year":"2018","domain":"Art","tags":["art","drawing","diversity","university","college","sjw","politics","democrat","republican","trump"],"content":"Diversity in the University diversity university college sjw politics democrat republican trump equality outcome opportunity higher education thought identity draw drawing art paper ink pen freehand daniel friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch In the image, \"Diversity of Thought\" and \"Diversity of Identity\" are two complex vectors passing through a general \"Diversity Space\". We know from…"},{"id":"artwork:30223077937","type":"artwork","title":"A Blobfish","url":"/artworks/30223077937-a-blobfish.html","external_url":"https://www.flickr.com/photos/43693624@N07/30223077937","summary":"\"A man must be excessively stupid, as well as uncharitable, who believes there is no virtue but on his own side.\" Joseph Addison, The Spectator 243, (8…","year":"2018","domain":"Art","tags":["art","drawing","draw","drawing","art","paper","ink","pen","freehand","daniel"],"content":"A Blobfish draw drawing art paper ink pen freehand daniel friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"A man must be excessively stupid, as well as uncharitable, who believes there is no virtue but on his own side.\" Joseph Addison, The Spectator 243, (8…"},{"id":"artwork:45161071841","type":"artwork","title":"Once the big decision was made...","url":"/artworks/45161071841-once-the-big-decision-was-made.html","external_url":"https://www.flickr.com/photos/43693624@N07/45161071841","summary":"Co-draw with S. “How excellent is the saying of one of old: ‘He that adventureth upon matrimony is like unto one who thrusteth his hand into a sack…","year":"2018","domain":"Art","tags":["art","drawing","draw","drawing","art","paper","ink","pen","freehand","daniel"],"content":"Once the big decision was made... draw drawing art paper ink pen freehand daniel friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch Co-draw with S. “How excellent is the saying of one of old: ‘He that adventureth upon matrimony is like unto one who thrusteth his hand into a sack…"},{"id":"artwork:44874482411","type":"artwork","title":"Sexlife pt. 1 \"Follow your passion\"","url":"/artworks/44874482411-sexlife-pt-1-follow-your-passion.html","external_url":"https://www.flickr.com/photos/43693624@N07/44874482411","summary":"\"Vi Veri Vniversum Vivus Vici\" [By the force of truth I have conquered the universe.] – Anonymous Latin motto \"Prophets hold a key to the lock in a…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","ink","pen","paper","cartoon"],"content":"Sexlife pt. 1 \"Follow your passion\" danielarifriedman daniel friedman drawing ink pen paper cartoon philosophy art science draw freehand font letters words cursive writing creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Vi Veri Vniversum Vivus Vici\" [By the force of truth I have conquered the universe.] – Anonymous Latin motto \"Prophets hold a key to the lock in a…"},{"id":"artwork:44874543491","type":"artwork","title":"Sexlife pt. 2 \"First day of my life\"","url":"/artworks/44874543491-sexlife-pt-2-first-day-of-my-life.html","external_url":"https://www.flickr.com/photos/43693624@N07/44874543491","summary":"\"First Day of My Life\" Bright Eyes (Conor Oberst) This is the first day of my life Swear I was born right in the doorway I went out in the rain, suddenly…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","ink","pen","paper","cartoon"],"content":"Sexlife pt. 2 \"First day of my life\" danielarifriedman daniel friedman drawing ink pen paper cartoon philosophy art science draw freehand font letters words cursive writing creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"First Day of My Life\" Bright Eyes (Conor Oberst) This is the first day of my life Swear I was born right in the doorway I went out in the rain, suddenly…"},{"id":"artwork:44824343362","type":"artwork","title":"Sexlife pt. 3 \"Three Layer Woman\"","url":"/artworks/44824343362-sexlife-pt-3-three-layer-woman.html","external_url":"https://www.flickr.com/photos/43693624@N07/44824343362","summary":"“It's not true that I had nothing on. I had the radio on.” ― Marilyn Monroe “Some people claim that marriage interferes with romance. There's no doubt…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","ink","pen","paper","cartoon"],"content":"Sexlife pt. 3 \"Three Layer Woman\" danielarifriedman daniel friedman drawing ink pen paper cartoon philosophy art science draw freehand font letters words cursive writing creative artistic geometry topology mathematics freedraw craft illustration doodle sketch “It's not true that I had nothing on. I had the radio on.” ― Marilyn Monroe “Some people claim that marriage interferes with romance. There's no doubt…"},{"id":"artwork:29937484797","type":"artwork","title":"Embroidery","url":"/artworks/29937484797-embroidery.html","external_url":"https://www.flickr.com/photos/43693624@N07/29937484797","summary":"\"The wealthy obtain in Paris ready-made wit and science—formulated opinions which save them the need of having wit, science, or opinion of their own.\"…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","ink","pen","paper","cartoon"],"content":"Embroidery danielarifriedman daniel friedman drawing ink pen paper cartoon philosophy art science draw freehand creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"The wealthy obtain in Paris ready-made wit and science—formulated opinions which save them the need of having wit, science, or opinion of their own.\"…"},{"id":"artwork:44824107322","type":"artwork","title":"Harmonic Universe","url":"/artworks/44824107322-harmonic-universe.html","external_url":"https://www.flickr.com/photos/43693624@N07/44824107322","summary":"\"Who is John Galt?\" – Ayn Rand, \"Atlas Shrugged\". \"I live in the Managerial Age, in a world of \"Admin.\" The greatest evil is not now done in those sordid…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","ink","pen","paper","cartoon"],"content":"Harmonic Universe danielarifriedman daniel friedman drawing ink pen paper cartoon philosophy art science draw freehand creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Who is John Galt?\" – Ayn Rand, \"Atlas Shrugged\". \"I live in the Managerial Age, in a world of \"Admin.\" The greatest evil is not now done in those sordid…"},{"id":"artwork:44153929874","type":"artwork","title":"Roundabout","url":"/artworks/44153929874-roundabout.html","external_url":"https://www.flickr.com/photos/43693624@N07/44153929874","summary":"\"Oh, order! Material order, intellectual order, moral order! What a comfort and strength, and what an economy! To know where we are going and what we…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","ink","pen","paper","cartoon"],"content":"Roundabout danielarifriedman daniel friedman drawing ink pen paper cartoon philosophy art science draw freehand creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Oh, order! Material order, intellectual order, moral order! What a comfort and strength, and what an economy! To know where we are going and what we…"},{"id":"artwork:44824282312","type":"artwork","title":"Neurotypographical","url":"/artworks/44824282312-neurotypographical.html","external_url":"https://www.flickr.com/photos/43693624@N07/44824282312","summary":"Neurotypographical. [Neuro-typo-graphical], Adjective, describing a person who has Neurotypographia (in contrast with \"Neurotypical\" people). Classical…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","ink","pen","paper","cartoon"],"content":"Neurotypographical danielarifriedman daniel friedman drawing ink pen paper cartoon philosophy art science draw freehand font letters words cursive writing creative artistic geometry topology mathematics freedraw craft illustration doodle sketch Neurotypographical. [Neuro-typo-graphical], Adjective, describing a person who has Neurotypographia (in contrast with \"Neurotypical\" people). Classical…"},{"id":"artwork:43919997344","type":"artwork","title":"Tree Of Knowledge","url":"/artworks/43919997344-tree-of-knowledge.html","external_url":"https://www.flickr.com/photos/43693624@N07/43919997344","summary":"The text reads: \"To live is to choose\" \"sin\" vs. \"knowledge\" ~~~~~~~~~~~~~ \"Has it ever occurred to you, Euthydemus, ... that though pleasure is the one…","year":"2018","domain":"Art","tags":["art","drawing","drawing","draw","art","science","philosophy","paper","pen","ink"],"content":"Tree Of Knowledge drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The text reads: \"To live is to choose\" \"sin\" vs. \"knowledge\" ~~~~~~~~~~~~~ \"Has it ever occurred to you, Euthydemus, ... that though pleasure is the one…"},{"id":"artwork:43920108064","type":"artwork","title":"Tetragrammar","url":"/artworks/43920108064-tetragrammar.html","external_url":"https://www.flickr.com/photos/43693624@N07/43920108064","summary":"\"Action is eloquence.\" – William Shakespeare, \"Coriolanus\" (c. 1607-08), Act III, scene 2, line 76. \"The concepts of purposive behavior and teleology…","year":"2018","domain":"Art","tags":["art","drawing","drawing","draw","art","science","philosophy","paper","pen","ink"],"content":"Tetragrammar drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Action is eloquence.\" – William Shakespeare, \"Coriolanus\" (c. 1607-08), Act III, scene 2, line 76. \"The concepts of purposive behavior and teleology…"},{"id":"artwork:44638797871","type":"artwork","title":"Psychedelic Symbolism","url":"/artworks/44638797871-psychedelic-symbolism.html","external_url":"https://www.flickr.com/photos/43693624@N07/44638797871","summary":"\"The objective of all human arrangements is through distracting one’s thoughts to cease to be aware of life.\" – Friedrich Nietzsche, \"Untimely…","year":"2018","domain":"Art","tags":["art","drawing","drawing","draw","art","science","philosophy","paper","pen","ink"],"content":"Psychedelic Symbolism drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The objective of all human arrangements is through distracting one’s thoughts to cease to be aware of life.\" – Friedrich Nietzsche, \"Untimely…"},{"id":"artwork:44588719682","type":"artwork","title":"Yinception","url":"/artworks/44588719682-yinception.html","external_url":"https://www.flickr.com/photos/43693624@N07/44588719682","summary":"\"Learned we may be with another man’s learning: we can only be wise with wisdom of our own.\" – Montaigne, \"Essays\" (1580), M. Screech, trans. (1991)…","year":"2018","domain":"Art","tags":["art","drawing","drawing","draw","art","science","philosophy","paper","pen","ink"],"content":"Yinception drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Learned we may be with another man’s learning: we can only be wise with wisdom of our own.\" – Montaigne, \"Essays\" (1580), M. Screech, trans. (1991)…"},{"id":"artwork:29700840127","type":"artwork","title":"Ant Painting #1","url":"/artworks/29700840127-ant-painting-1.html","external_url":"https://www.flickr.com/photos/43693624@N07/29700840127","summary":"Painting made as a side-effect of painting Ants (Arizona, 2018). \"I wasted time, and now doth time waste me.\" – William Shakespeare, \"Richard II\". \"I…","year":"2018","domain":"Art","tags":["art","drawing","drawing","draw","art","science","philosophy","paper","pen","ink"],"content":"Ant Painting #1 drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Painting made as a side-effect of painting Ants (Arizona, 2018). \"I wasted time, and now doth time waste me.\" – William Shakespeare, \"Richard II\". \"I…"},{"id":"artwork:42829094260","type":"artwork","title":"Ant Painting #2","url":"/artworks/42829094260-ant-painting-2.html","external_url":"https://www.flickr.com/photos/43693624@N07/42829094260","summary":"Painting made as a side-effect of painting Ants (Arizona, 2018). \"The chemists are a strange class of mortals, impelled by an almost insane impulse to…","year":"2018","domain":"Art","tags":["art","drawing","drawing","draw","art","science","philosophy","paper","pen","ink"],"content":"Ant Painting #2 drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Painting made as a side-effect of painting Ants (Arizona, 2018). \"The chemists are a strange class of mortals, impelled by an almost insane impulse to…"},{"id":"artwork:43920162014","type":"artwork","title":"Ant Head","url":"/artworks/43920162014-ant-head.html","external_url":"https://www.flickr.com/photos/43693624@N07/43920162014","summary":"\"Ita fabulantur ut qui sciant Dominum audire.\" [They converse as those who know that God hears.] – Tertullian (ca. 150-220) , \"Apologeticus\", p. 36. \"To…","year":"2018","domain":"Art","tags":["art","drawing","drawing","draw","art","science","philosophy","paper","pen","ink"],"content":"Ant Head drawing draw art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Ita fabulantur ut qui sciant Dominum audire.\" [They converse as those who know that God hears.] – Tertullian (ca. 150-220) , \"Apologeticus\", p. 36. \"To…"},{"id":"artwork:44478798551","type":"artwork","title":"Dendritic Cell","url":"/artworks/44478798551-dendritic-cell.html","external_url":"https://www.flickr.com/photos/43693624@N07/44478798551","summary":"\"Not unlike the bear which bringeth forth In the end of thirty dayes a shapeless birth; But after licking, it in shape she drawes, And by degrees she…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Dendritic Cell danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Not unlike the bear which bringeth forth In the end of thirty dayes a shapeless birth; But after licking, it in shape she drawes, And by degrees she…"},{"id":"artwork:43569136405","type":"artwork","title":"Relationship Development","url":"/artworks/43569136405-relationship-development.html","external_url":"https://www.flickr.com/photos/43693624@N07/43569136405","summary":"\"Forget not bees in winter, though they sleep.\" – Vita Sackville-West, in \"Bee-Master\" in 'The Land' (1926). \"For so work the honey-bees, Creatures that…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Relationship Development danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Forget not bees in winter, though they sleep.\" – Vita Sackville-West, in \"Bee-Master\" in 'The Land' (1926). \"For so work the honey-bees, Creatures that…"},{"id":"artwork:43760774434","type":"artwork","title":"Cave (As Above, So Below","url":"/artworks/43760774434-cave-as-above-so-below.html","external_url":"https://www.flickr.com/photos/43693624@N07/43760774434","summary":"\"If what you have done yesterday still looks big to you, you haven't done much today.\" – Mikhail Gorbachev \"I have made it a rule never to employ a…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Cave (As Above, So Below danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If what you have done yesterday still looks big to you, you haven't done much today.\" – Mikhail Gorbachev \"I have made it a rule never to employ a…"},{"id":"artwork:43568904425","type":"artwork","title":"Enchantment","url":"/artworks/43568904425-enchantment.html","external_url":"https://www.flickr.com/photos/43693624@N07/43568904425","summary":"\"The Now, that indivisible point which studs the length of infinite line Whose ends are nowhere, is thine all, the puny all thou callest thine.\"…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Enchantment danielarifriedman daniel friedman ink pen drawing science art draw black red new mexico nm usa southwest enchant enchantment enchanting magic philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The Now, that indivisible point which studs the length of infinite line Whose ends are nowhere, is thine all, the puny all thou callest thine.\"…"},{"id":"artwork:43759857164","type":"artwork","title":"Army Ants","url":"/artworks/43759857164-army-ants.html","external_url":"https://www.flickr.com/photos/43693624@N07/43759857164","summary":"Hermann Hesse: \"I wanted only to live in accord with the promptings which came from my true self. Why was that so very difficult?\". \"Demian\" (1919)…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Army Ants danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Hermann Hesse: \"I wanted only to live in accord with the promptings which came from my true self. Why was that so very difficult?\". \"Demian\" (1919)…"},{"id":"artwork:44478518331","type":"artwork","title":"Evolve","url":"/artworks/44478518331-evolve.html","external_url":"https://www.flickr.com/photos/43693624@N07/44478518331","summary":"P. D. Ouspensky: \"'What has he in the bag?' I inquired, not knowing why I asked. And after a long silence the voice replied: 'The four magic symbols, the…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Evolve danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch P. D. Ouspensky: \"'What has he in the bag?' I inquired, not knowing why I asked. And after a long silence the voice replied: 'The four magic symbols, the…"},{"id":"artwork:44429012042","type":"artwork","title":"Southwest State of Mind","url":"/artworks/44429012042-southwest-state-of-mind.html","external_url":"https://www.flickr.com/photos/43693624@N07/44429012042","summary":"\"Driving is a spectacular form of amnesia. Everything is to be discovered, everything to be obliterated. Admittedly, there is the primal shock of the…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Southwest State of Mind danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Driving is a spectacular form of amnesia. Everything is to be discovered, everything to be obliterated. Admittedly, there is the primal shock of the…"},{"id":"artwork:30609603828","type":"artwork","title":"Naturalism","url":"/artworks/30609603828-naturalism.html","external_url":"https://www.flickr.com/photos/43693624@N07/30609603828","summary":"\"You’re out of your mind! ... Too much education is driving you crazy!\" – Porcius Festus, speaking to Paul of Tarsus, Acts 26:24 \"The Science of…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Naturalism danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"You’re out of your mind! ... Too much education is driving you crazy!\" – Porcius Festus, speaking to Paul of Tarsus, Acts 26:24 \"The Science of…"},{"id":"artwork:44428525952","type":"artwork","title":"Falling In Love","url":"/artworks/44428525952-falling-in-love.html","external_url":"https://www.flickr.com/photos/43693624@N07/44428525952","summary":"\"This above all: to thine own self be true, And it must follow, as the night the day, Thou canst not then be false to any man.\" – William Shakespeare…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Falling In Love danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"This above all: to thine own self be true, And it must follow, as the night the day, Thou canst not then be false to any man.\" – William Shakespeare…"},{"id":"artwork:30609604238","type":"artwork","title":"Element of Protection","url":"/artworks/30609604238-element-of-protection.html","external_url":"https://www.flickr.com/photos/43693624@N07/30609604238","summary":"\"We sometimes speak of stubborn facts. Nonsense! A fact is a mere babe when compared with a stubborn theory.\" – Samuel McChord Crothers, “Quixotism,”…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Element of Protection danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"We sometimes speak of stubborn facts. Nonsense! A fact is a mere babe when compared with a stubborn theory.\" – Samuel McChord Crothers, “Quixotism,”…"},{"id":"artwork:44429012372","type":"artwork","title":"#SWRS","url":"/artworks/44429012372-swrs.html","external_url":"https://www.flickr.com/photos/43693624@N07/44429012372","summary":"www.amnh.org/research/southwestern-research-station The Southwestern Research Station (SWRS) is a biological field station providing scientists…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"#SWRS danielarifriedman daniel friedman ink pen drawing science art draw black red southwesternresearchstation southwestern research station amnh swrs philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch www.amnh.org/research/southwestern-research-station The Southwestern Research Station (SWRS) is a biological field station providing scientists…"},{"id":"artwork:44428056222","type":"artwork","title":"Anomaly","url":"/artworks/44428056222-anomaly.html","external_url":"https://www.flickr.com/photos/43693624@N07/44428056222","summary":"Umberto Eco: \"The sign is usually considered as a correlation between a signifier and a signified (or between expression and content) and therefore as an…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Anomaly danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Umberto Eco: \"The sign is usually considered as a correlation between a signifier and a signified (or between expression and content) and therefore as an…"},{"id":"artwork:44428283072","type":"artwork","title":"Stomping Grounds","url":"/artworks/44428283072-stomping-grounds.html","external_url":"https://www.flickr.com/photos/43693624@N07/44428283072","summary":"\"We must not stint Our necessary actions, in the fear To cope malicious censurers.\" – William Shakespeare, \"Henry VIII\" (c. 1613), Act I, scene 2, line…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Stomping Grounds danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"We must not stint Our necessary actions, in the fear To cope malicious censurers.\" – William Shakespeare, \"Henry VIII\" (c. 1613), Act I, scene 2, line…"},{"id":"artwork:30609072098","type":"artwork","title":"Eusocialism","url":"/artworks/30609072098-eusocialism.html","external_url":"https://www.flickr.com/photos/43693624@N07/30609072098","summary":"\"Self: that invisible chain that snaps tight whenever we stray.\" – Yahia Lababidi \"The history of human thought recalls the swinging of a pendulum which…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Eusocialism danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Self: that invisible chain that snaps tight whenever we stray.\" – Yahia Lababidi \"The history of human thought recalls the swinging of a pendulum which…"},{"id":"artwork:42669347810","type":"artwork","title":"Let He Without Sin Cast The First Stone","url":"/artworks/42669347810-let-he-without-sin-cast-the-first-stone.html","external_url":"https://www.flickr.com/photos/43693624@N07/42669347810","summary":"John 8:1-15 King James Version (KJV). 1 Jesus went unto the mount of Olives. 2 And early in the morning he came again into the temple, and all the people…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Let He Without Sin Cast The First Stone danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch John 8:1-15 King James Version (KJV). 1 Jesus went unto the mount of Olives. 2 And early in the morning he came again into the temple, and all the people…"},{"id":"artwork:44428526122","type":"artwork","title":"Leafcutter Ants","url":"/artworks/44428526122-leafcutter-ants.html","external_url":"https://www.flickr.com/photos/43693624@N07/44428526122","summary":"Francis Bacon: \"Lucid intervals and happy pauses.\" \"History of King Henry VII\"(1622). \"Nay, number (itself) in armies, importeth not much, where the…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Leafcutter Ants danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Francis Bacon: \"Lucid intervals and happy pauses.\" \"History of King Henry VII\"(1622). \"Nay, number (itself) in armies, importeth not much, where the…"},{"id":"artwork:44478007561","type":"artwork","title":"Regeneration","url":"/artworks/44478007561-regeneration.html","external_url":"https://www.flickr.com/photos/43693624@N07/44478007561","summary":"\"Except ye see signs and wonders, ye will not believe.\" – Jesus, as quoted in Gospel of John 4:48 \"It used to be said that information is power. As…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","ink","pen","drawing","science","art"],"content":"Regeneration danielarifriedman daniel friedman ink pen drawing science art draw black red philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Except ye see signs and wonders, ye will not believe.\" – Jesus, as quoted in Gospel of John 4:48 \"It used to be said that information is power. As…"},{"id":"artwork:41811157300","type":"artwork","title":"Recursion","url":"/artworks/41811157300-recursion.html","external_url":"https://www.flickr.com/photos/43693624@N07/41811157300","summary":"\"A certain maxim of Logic which I have called Pragmatism has recommended itself to me for diverse reasons and on sundry considerations.\" – Charles…","year":"2018","domain":"Art","tags":["art","drawing","pen","ink","paper","drawing","art","red","black","white"],"content":"Recursion pen ink paper drawing art red black white freehand abstract representation image cartoon scan draw science philosophy creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"A certain maxim of Logic which I have called Pragmatism has recommended itself to me for diverse reasons and on sundry considerations.\" – Charles…"},{"id":"artwork:28731867267","type":"artwork","title":"Bacteria // Beanbag","url":"/artworks/28731867267-bacteria-beanbag.html","external_url":"https://www.flickr.com/photos/43693624@N07/28731867267","summary":"\"A cool mouth, and warm feet, live long.\" – George Herbert, \"Jacula Prudentum\" (1651). \"We have all forgot more than we remember.\" – Thomas Fuller…","year":"2018","domain":"Art","tags":["art","drawing","pen","ink","paper","drawing","art","red","black","white"],"content":"Bacteria // Beanbag pen ink paper drawing art red black white freehand abstract representation image cartoon scan draw science philosophy creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"A cool mouth, and warm feet, live long.\" – George Herbert, \"Jacula Prudentum\" (1651). \"We have all forgot more than we remember.\" – Thomas Fuller…"},{"id":"artwork:42715466665","type":"artwork","title":"Caught in a Snug...","url":"/artworks/42715466665-caught-in-a-snug.html","external_url":"https://www.flickr.com/photos/43693624@N07/42715466665","summary":"\"Information? 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Bell, \"Against 'Measurement'\", Physical World (August 1990). \"The best book on…"},{"id":"artwork:28731867227","type":"artwork","title":"Thought Crime","url":"/artworks/28731867227-thought-crime.html","external_url":"https://www.flickr.com/photos/43693624@N07/28731867227","summary":"\"That mysterious independent variable of political calculation, Public Opinion.\" – Thomas Huxley in \"Universities, Actual & Ideal\". \"Millions like me in…","year":"2018","domain":"Art","tags":["art","drawing","pen","ink","paper","drawing","art","red","black","white"],"content":"Thought Crime pen ink paper drawing art red black white freehand cursive font letters words writing sentences abstract representation image cartoon scan draw science philosophy creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"That mysterious independent variable of political calculation, Public Opinion.\" – Thomas Huxley in \"Universities, Actual & Ideal\". \"Millions like me in…"},{"id":"artwork:43571594352","type":"artwork","title":"Let Go of Distracted States","url":"/artworks/43571594352-let-go-of-distracted-states.html","external_url":"https://www.flickr.com/photos/43693624@N07/43571594352","summary":"\"I do not believe in a fate that will fall on us no matter what we do. 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Affected with a high degree of intellectual independence.\" – Ambrose Bierce The Devil's Dictionary (1911) \"It is because we are predominantly…","year":"2018","domain":"Art","tags":["art","drawing","drawing","art","pen","paper","ink","red","black","white"],"content":"Christ & Serpent drawing art pen paper ink red black white artist creative daniel friedman danielarifriedman science philosophy cartoon person draw artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Mad, adj. Affected with a high degree of intellectual independence.\" – Ambrose Bierce The Devil's Dictionary (1911) \"It is because we are predominantly…"},{"id":"artwork:43019891162","type":"artwork","title":"Order // Disorder","url":"/artworks/43019891162-order-disorder.html","external_url":"https://www.flickr.com/photos/43693624@N07/43019891162","summary":"Gestalt is: \"a system whose parts are dynamically connected in such a way that a change of one part results in a change of all other parts.\" and…","year":"2018","domain":"Art","tags":["art","drawing","pen","ink","paper","writing","draw","drawing","danielarifriedman","art"],"content":"Order // Disorder pen ink paper writing draw drawing danielarifriedman art creative order jordan peterson sort yourself out slay dragon clean up room black white bw science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Gestalt is: \"a system whose parts are dynamically connected in such a way that a change of one part results in a change of all other parts.\" and…"},{"id":"artwork:43019695992","type":"artwork","title":"Emerson & University","url":"/artworks/43019695992-emerson-university.html","external_url":"https://www.flickr.com/photos/43693624@N07/43019695992","summary":"Co-draw with Isaac Puig: www.artstation.com/aacis \"For what shall it profit a man, if he shall gain the whole world, and lose his own soul?\" – Mark 8:36…","year":"2018","domain":"Art","tags":["art","drawing","pen","ink","paper","writing","draw","drawing","danielarifriedman","art"],"content":"Emerson & University pen ink paper writing draw drawing danielarifriedman art creative improv improvisation isaac red palo alto stanford california science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Co-draw with Isaac Puig: www.artstation.com/aacis \"For what shall it profit a man, if he shall gain the whole world, and lose his own soul?\" – Mark 8:36…"},{"id":"artwork:42989203021","type":"artwork","title":"The Kissers","url":"/artworks/42989203021-the-kissers.html","external_url":"https://www.flickr.com/photos/43693624@N07/42989203021","summary":"\"When you know that the snake is in you – that's wisdom.\" \"If religion was the opium of the masses, then communism was the methamphetamine of the…","year":"2018","domain":"Art","tags":["art","drawing","person","drawing","ink","paper","pen","watercolor","thick","man"],"content":"The Kissers person drawing ink paper pen watercolor thick man woman pair couple two kiss kissing love dance hand foot body part danielarifriedmanbw bw draw art science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"When you know that the snake is in you – that's wisdom.\" \"If religion was the opium of the masses, then communism was the methamphetamine of the…"},{"id":"artwork:41824362375","type":"artwork","title":"Ant Queen :)","url":"/artworks/41824362375-ant-queen.html","external_url":"https://www.flickr.com/photos/43693624@N07/41824362375","summary":"\"When I consider the Question, Whether there are such Persons in the World as those we call Witches? my Mind is divided between the two opposite…","year":"2018","domain":"Art","tags":["art","drawing","pen","paper","ink","draw","drawing","danielarifriedman","daniel","friedman"],"content":"Ant Queen :) pen paper ink draw drawing danielarifriedman daniel friedman art science philosophy red color person creative cartoon picture image entomology insect bug ant artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"When I consider the Question, Whether there are such Persons in the World as those we call Witches? my Mind is divided between the two opposite…"},{"id":"artwork:41824306875","type":"artwork","title":"Myrmecology","url":"/artworks/41824306875-myrmecology.html","external_url":"https://www.flickr.com/photos/43693624@N07/41824306875","summary":"\"It is not enough to be in the right place at the right time. 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Affected with a high degree of intellectual independence.\" – Ambrose Bierce \"The Devil's Dictionary\" (1911) \"In addition to my other numerous…","year":"2018","domain":"Art","tags":["art","drawing","pen","paper","ink","draw","drawing","danielarifriedman","daniel","friedman"],"content":"Thief in the Night pen paper ink draw drawing danielarifriedman daniel friedman art science philosophy bw black white person creative cartoon picture image artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Mad, adj. Affected with a high degree of intellectual independence.\" – Ambrose Bierce \"The Devil's Dictionary\" (1911) \"In addition to my other numerous…"},{"id":"artwork:42675028252","type":"artwork","title":"Totem Pole (Dominance)","url":"/artworks/42675028252-totem-pole-dominance.html","external_url":"https://www.flickr.com/photos/43693624@N07/42675028252","summary":"\"Man must have been conscious of memories and purposes long before he made any explicit distinction between past, present, and future.\" – Gerald James…","year":"2018","domain":"Art","tags":["art","drawing","pen","paper","ink","draw","drawing","danielarifriedman","daniel","friedman"],"content":"Totem Pole (Dominance) pen paper ink draw drawing danielarifriedman daniel friedman art science philosophy red color person creative cartoon picture image artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Man must have been conscious of memories and purposes long before he made any explicit distinction between past, present, and future.\" – Gerald James…"},{"id":"artwork:41649052974","type":"artwork","title":"Alphabet","url":"/artworks/41649052974-alphabet.html","external_url":"https://www.flickr.com/photos/43693624@N07/41649052974","summary":"Co-draw with S. \"Drawing is the honesty of the art. There is no possibility of cheating. It is either good or bad.\" – Salvador Dalí, 'People' (27…","year":"2018","domain":"Art","tags":["art","drawing","paper","pen","ink","draw","drawing","codraw","pppip","snug"],"content":"Alphabet paper pen ink draw drawing codraw pppip snug love person art creative beautiful freehand cartoon black white bw red color blue alphabet z ring circle font lettering letters word fonts cursive science philosophy artistic geometry topology mathematics freedraw craft illustration doodle sketch Co-draw with S. \"Drawing is the honesty of the art. There is no possibility of cheating. It is either good or bad.\" – Salvador Dalí, 'People' (27…"},{"id":"artwork:42323202702","type":"artwork","title":"Ask not what the ant can do for you...","url":"/artworks/42323202702-ask-not-what-the-ant-can-do-for-you.html","external_url":"https://www.flickr.com/photos/43693624@N07/42323202702","summary":"\"By 'Suprematism' I mean the supremacy of pure feeling in creative art. 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Thomson Living…","year":"2018","domain":"Art","tags":["art","drawing","paper","pen","ink","draw","drawing","codraw","pppip","snug"],"content":"каприз paper pen ink draw drawing codraw pppip snug love person art creative beautiful freehand cartoon black white bw red color font lettering letters word fonts cursive science philosophy artistic geometry topology mathematics freedraw craft illustration doodle sketch Co-draw with S. \"जंगल में मोर नाचा किस ने देखा ?\" [Translation: Who saw a peacock dance in the woods?] Source: India Today Volume 25. Thomson Living…"},{"id":"artwork:42323202362","type":"artwork","title":"Ocean of Snugs","url":"/artworks/42323202362-ocean-of-snugs.html","external_url":"https://www.flickr.com/photos/43693624@N07/42323202362","summary":"Co-draw with S. \"The centre of gravity of a parallelogram is the point of intersection of its diagonals.\" – Archimedes, 'On the Equilibrium of Planes'…","year":"2018","domain":"Art","tags":["art","drawing","paper","pen","ink","draw","drawing","codraw","pppip","snug"],"content":"Ocean of Snugs paper pen ink draw drawing codraw pppip snug love person art creative beautiful freehand cartoon black white bw red color science philosophy artistic geometry topology mathematics freedraw craft illustration doodle sketch Co-draw with S. \"The centre of gravity of a parallelogram is the point of intersection of its diagonals.\" – Archimedes, 'On the Equilibrium of Planes'…"},{"id":"artwork:41521705554","type":"artwork","title":"Alt-(Right/Left)","url":"/artworks/41521705554-alt-right-left.html","external_url":"https://www.flickr.com/photos/43693624@N07/41521705554","summary":"\"Tragedy is when I cut my finger. 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Cummings, 1 x 1 (1944), XXXIV \"Why is geometry often described as “cold” and “dry?” One reason lies in its…"},{"id":"artwork:41521705224","type":"artwork","title":"Figure 8","url":"/artworks/41521705224-figure-8.html","external_url":"https://www.flickr.com/photos/43693624@N07/41521705224","summary":"\"And I said, I will perish with my nest, and I will multiply days as the phoenix.\" – Iyov in Job 29:18. \"Fractal geometry will make you see everything…","year":"2018","domain":"Art","tags":["art","drawing","black","white","red","ink","draw","drawing","art","pen"],"content":"Figure 8 black white red ink draw drawing art pen paper science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"And I said, I will perish with my nest, and I will multiply days as the phoenix.\" – Iyov in Job 29:18. \"Fractal geometry will make you see everything…"},{"id":"artwork:41857442052","type":"artwork","title":"Memory","url":"/artworks/41857442052-memory.html","external_url":"https://www.flickr.com/photos/43693624@N07/41857442052","summary":"\"The quest for certainty blocks the search for meaning. 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Success through what is small. It furthers one to have somewhere to go. It…","year":"2018","domain":"Art","tags":["art","drawing","gold","golden","black","white","daniel","friedman","danielarifriedman","drawing"],"content":"When Moon? gold golden black white daniel friedman danielarifriedman drawing ink paper pen cartoon science art draw philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch 57. Sun / The Gentle (The Penetrating, Wind) THE JUDGMENT: THE GENTLE. Success through what is small. It furthers one to have somewhere to go. It…"},{"id":"artwork:28030939568","type":"artwork","title":"Serotonin","url":"/artworks/28030939568-serotonin.html","external_url":"https://www.flickr.com/photos/43693624@N07/28030939568","summary":"\"Myths are fun, as long as you don't confuse them with the truth [sic].\" – Richard Dawkins, The Magic Of Reality (2012) \"I see the Four-fold Man. The…","year":"2018","domain":"Art","tags":["art","drawing","bw","blackwhite","black","white","daniel","friedman","danielarifriedman","drawing"],"content":"Serotonin bw blackwhite black white daniel friedman danielarifriedman drawing ink paper pen cartoon science art draw philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Myths are fun, as long as you don't confuse them with the truth [sic].\" – Richard Dawkins, The Magic Of Reality (2012) \"I see the Four-fold Man. The…"},{"id":"artwork:28031097198","type":"artwork","title":"Silver Lining","url":"/artworks/28031097198-silver-lining.html","external_url":"https://www.flickr.com/photos/43693624@N07/28031097198","summary":"\"Any man may make a mistake; none but a fool will stick to it. Second thoughts are best as the proverb says.\" – Cicero, Philippicæ XII. \"It is amazing…","year":"2018","domain":"Art","tags":["art","drawing","gold","golden","black","white","daniel","friedman","danielarifriedman","drawing"],"content":"Silver Lining gold golden black white daniel friedman danielarifriedman drawing ink paper pen cartoon science art draw philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Any man may make a mistake; none but a fool will stick to it. Second thoughts are best as the proverb says.\" – Cicero, Philippicæ XII. \"It is amazing…"},{"id":"artwork:28030939608","type":"artwork","title":"More to the Point.","url":"/artworks/28030939608-more-to-the-point.html","external_url":"https://www.flickr.com/photos/43693624@N07/28030939608","summary":"Only Socrates knew, after a lifetime of unceasing labor, that he was ignorant. Now every high-school student knows that. How did it become so easy? True…","year":"2018","domain":"Art","tags":["art","drawing","bw","blackwhite","black","white","daniel","friedman","danielarifriedman","drawing"],"content":"More to the Point. bw blackwhite black white daniel friedman danielarifriedman drawing ink paper pen cartoon science art draw font letters writing words philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch Only Socrates knew, after a lifetime of unceasing labor, that he was ignorant. Now every high-school student knows that. How did it become so easy? True…"},{"id":"artwork:41900715801","type":"artwork","title":"Room Spinning","url":"/artworks/41900715801-room-spinning.html","external_url":"https://www.flickr.com/photos/43693624@N07/41900715801","summary":"\"It is a medium of entertainment which permits millions of people to listen to the same joke at the same time, and yet remain lonesome.\" – T.S. Eliot…","year":"2018","domain":"Art","tags":["art","drawing","bw","blackwhite","black","white","daniel","friedman","danielarifriedman","drawing"],"content":"Room Spinning bw blackwhite black white daniel friedman danielarifriedman drawing ink paper pen cartoon science art draw philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"It is a medium of entertainment which permits millions of people to listen to the same joke at the same time, and yet remain lonesome.\" – T.S. Eliot…"},{"id":"artwork:27298635968","type":"artwork","title":"Really Radical","url":"/artworks/27298635968-really-radical.html","external_url":"https://www.flickr.com/photos/43693624@N07/27298635968","summary":"\"And I said, I will perish with my nest, and I will multiply days as the phoenix.\" – Job 29:18 \"Delphinum sylvis appingit, fluctibus aprum.\" [He paints a…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","draw","art","pen","ink"],"content":"Really Radical danielarifriedman daniel friedman drawing draw art pen ink paper freehand cartoon science artistic philosophy person black white creative geometry topology mathematics freedraw craft illustration doodle sketch \"And I said, I will perish with my nest, and I will multiply days as the phoenix.\" – Job 29:18 \"Delphinum sylvis appingit, fluctibus aprum.\" [He paints a…"},{"id":"artwork:41127548702","type":"artwork","title":"Markov Blanket","url":"/artworks/41127548702-markov-blanket.html","external_url":"https://www.flickr.com/photos/43693624@N07/41127548702","summary":"\"Every age hath its own problem, and every soul its particular aspiration.\" – Bahá'u'lláh, 'Proclamation of Bahá'u'lláh' \"Do not say: ‘When I am free, I…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","draw","art","pen","ink"],"content":"Markov Blanket danielarifriedman daniel friedman drawing draw art pen ink paper freehand cartoon science artistic philosophy person black white creative geometry topology mathematics freedraw craft illustration doodle sketch \"Every age hath its own problem, and every soul its particular aspiration.\" – Bahá'u'lláh, 'Proclamation of Bahá'u'lláh' \"Do not say: ‘When I am free, I…"},{"id":"artwork:41127462172","type":"artwork","title":"Fittness","url":"/artworks/41127462172-fittness.html","external_url":"https://www.flickr.com/photos/43693624@N07/41127462172","summary":"\"It is not enough to be in the right place at the right time. You should also have an open mind at the right time.\" – Paul Erdős Ecclesiastes 3-1:8…","year":"2018","domain":"Art","tags":["art","drawing","fitness","fittness","evolution","evolutionary","biology","genotype","phenotype","environment"],"content":"Fittness fitness fittness evolution evolutionary biology genotype phenotype environment bio life organism danielarifriedman daniel friedman drawing draw art pen ink paper freehand cartoon science artistic philosophy person black white creative geometry topology mathematics freedraw craft illustration doodle sketch \"It is not enough to be in the right place at the right time. You should also have an open mind at the right time.\" – Paul Erdős Ecclesiastes 3-1:8…"},{"id":"artwork:40276027875","type":"artwork","title":"Curly","url":"/artworks/40276027875-curly.html","external_url":"https://www.flickr.com/photos/43693624@N07/40276027875","summary":"\"Men do not mirror themselves in running water, they mirror themselves in still water. Only what is still can still the stillness of other things.\"…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","draw","art","pen","ink"],"content":"Curly danielarifriedman daniel friedman drawing draw art pen ink paper freehand cartoon science artistic philosophy person black white creative geometry topology mathematics freedraw craft illustration doodle sketch \"Men do not mirror themselves in running water, they mirror themselves in still water. Only what is still can still the stillness of other things.\"…"},{"id":"artwork:40459591754","type":"artwork","title":"Traffic Lights","url":"/artworks/40459591754-traffic-lights.html","external_url":"https://www.flickr.com/photos/43693624@N07/40459591754","summary":"\"The only thing I regret about my past is the length of it. If I had to live my life again, I'd make the same mistakes, only sooner.\" – Tallulah Bankhead…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","drawing","draw","art","pen","ink"],"content":"Traffic Lights danielarifriedman daniel friedman drawing draw art pen ink paper freehand cartoon science artistic philosophy person black white creative geometry topology mathematics freedraw craft illustration doodle sketch \"The only thing I regret about my past is the length of it. If I had to live my life again, I'd make the same mistakes, only sooner.\" – Tallulah Bankhead…"},{"id":"artwork:41060723232","type":"artwork","title":"Awakening","url":"/artworks/41060723232-awakening.html","external_url":"https://www.flickr.com/photos/43693624@N07/41060723232","summary":"\"We want our sound to go into the soul of the audience, and see if it can awaken some little thing in their minds... 'Cause there are so many sleeping…","year":"2018","domain":"Art","tags":["art","drawing","art","danielarifriedman","drawing","draw","pen","ink","paper","black"],"content":"Awakening art danielarifriedman drawing draw pen ink paper black white bw wings man woman bird human person body science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"We want our sound to go into the soul of the audience, and see if it can awaken some little thing in their minds... 'Cause there are so many sleeping…"},{"id":"artwork:26232519527","type":"artwork","title":"Life is Strange...","url":"/artworks/26232519527-life-is-strange.html","external_url":"https://www.flickr.com/photos/43693624@N07/26232519527","summary":"\"Universal history is the history of a few metaphors.\" – Jorge Luis Borges, 'Pascal’s Sphere' (1951). \"It is not religion but revolution which is the…","year":"2018","domain":"Art","tags":["art","drawing","art","danielarifriedman","drawing","draw","pen","ink","paper","black"],"content":"Life is Strange... art danielarifriedman drawing draw pen ink paper black white bw science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Universal history is the history of a few metaphors.\" – Jorge Luis Borges, 'Pascal’s Sphere' (1951). \"It is not religion but revolution which is the…"},{"id":"artwork:27231227878","type":"artwork","title":"Love // Symbiosis pt. I","url":"/artworks/27231227878-love-symbiosis-pt-i.html","external_url":"https://www.flickr.com/photos/43693624@N07/27231227878","summary":"\"To rank the effort above the prize may be called love.\" – Confucius, 'Analects'. \"...we may equally well say that a stamen is a contracted petal, as…","year":"2018","domain":"Art","tags":["art","drawing","art","danielarifriedman","drawing","draw","pen","ink","paper","black"],"content":"Love // Symbiosis pt. I art danielarifriedman drawing draw pen ink paper black white red color duality science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"To rank the effort above the prize may be called love.\" – Confucius, 'Analects'. \"...we may equally well say that a stamen is a contracted petal, as…"},{"id":"artwork:40209500865","type":"artwork","title":"Love // Symbiosis pt. II","url":"/artworks/40209500865-love-symbiosis-pt-ii.html","external_url":"https://www.flickr.com/photos/43693624@N07/40209500865","summary":"\"Never call yourself a philosopher, nor talk a great deal among the unlearned about theorems, but act conformably to them.\" – Epictetus, 'Enchiridion'…","year":"2018","domain":"Art","tags":["art","drawing","art","danielarifriedman","drawing","draw","pen","ink","paper","black"],"content":"Love // Symbiosis pt. II art danielarifriedman drawing draw pen ink paper black white bw science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Never call yourself a philosopher, nor talk a great deal among the unlearned about theorems, but act conformably to them.\" – Epictetus, 'Enchiridion'…"},{"id":"artwork:41060689622","type":"artwork","title":"Neuromuscular Junction","url":"/artworks/41060689622-neuromuscular-junction.html","external_url":"https://www.flickr.com/photos/43693624@N07/41060689622","summary":"Where is your receptive field now? \"He declares himself guilty who justifies himself before accusation.\" – Thomas Fuller, 'Gnomologia' (1732). \"How…","year":"2018","domain":"Art","tags":["art","drawing","art","danielarifriedman","drawing","draw","pen","ink","paper","black"],"content":"Neuromuscular Junction art danielarifriedman drawing draw pen ink paper black white bw science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Where is your receptive field now? \"He declares himself guilty who justifies himself before accusation.\" – Thomas Fuller, 'Gnomologia' (1732). \"How…"},{"id":"artwork:26232519517","type":"artwork","title":"\"Multitasking\" is non-tasking","url":"/artworks/26232519517-multitasking-is-non-tasking.html","external_url":"https://www.flickr.com/photos/43693624@N07/26232519517","summary":"\"Intellectual, (Lat.) belonging to the Intellect, Spiritual.\" – 'Glossographia Anglicana nova; or, A dictionary interpreting such hard words of whatever…","year":"2018","domain":"Art","tags":["art","drawing","art","danielarifriedman","drawing","draw","pen","ink","paper","black"],"content":"\"Multitasking\" is non-tasking art danielarifriedman drawing draw pen ink paper black white red color duality science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Intellectual, (Lat.) belonging to the Intellect, Spiritual.\" – 'Glossographia Anglicana nova; or, A dictionary interpreting such hard words of whatever…"},{"id":"artwork:39915079635","type":"artwork","title":"Keep Calm and Free the Energy!","url":"/artworks/39915079635-keep-calm-and-free-the-energy.html","external_url":"https://www.flickr.com/photos/43693624@N07/39915079635","summary":"\"I am the father of this universe, the mother, the support and the grandsire. I am the object of knowledge, the purifier and the syllable oṃ.\" – Bhagavad…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","draw","drawing","ink","paper"],"content":"Keep Calm and Free the Energy! danielarifriedman daniel friedman art draw drawing ink paper pen black freehand friston karl ucl free energy principle science research math consciousness brain cartoon philosophy creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"I am the father of this universe, the mother, the support and the grandsire. I am the object of knowledge, the purifier and the syllable oṃ.\" – Bhagavad…"},{"id":"artwork:26940401748","type":"artwork","title":"Protein Folding (Molecular Dynamics)","url":"/artworks/26940401748-protein-folding-molecular-dynamics.html","external_url":"https://www.flickr.com/photos/43693624@N07/26940401748","summary":"\"An abstraction is one thing that represents several real things equally well.\" – Edsger W. Dijkstra \"Without an understanding of causality there can be…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","draw","drawing","ink","paper"],"content":"Protein Folding (Molecular Dynamics) danielarifriedman daniel friedman art draw drawing ink paper pen black freehand stephen hawking steven science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"An abstraction is one thing that represents several real things equally well.\" – Edsger W. Dijkstra \"Without an understanding of causality there can be…"},{"id":"artwork:40101043044","type":"artwork","title":"Answer Hazy, Ask Again.....","url":"/artworks/40101043044-answer-hazy-ask-again.html","external_url":"https://www.flickr.com/photos/43693624@N07/40101043044","summary":"\"Cause me no causes.\" – Philip Massinger, \"A New Way to Pay Old Debts\" (1625), act i, scene 3. \"Cook me no cooks.\" – Felix Benguiat, \"Ugly Hilda\" (1909)…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","draw","drawing","ink","paper"],"content":"Answer Hazy, Ask Again..... danielarifriedman daniel friedman art draw drawing ink paper pen black freehand 8ball eight ball answer hazy ask again future fortune telling science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Cause me no causes.\" – Philip Massinger, \"A New Way to Pay Old Debts\" (1625), act i, scene 3. \"Cook me no cooks.\" – Felix Benguiat, \"Ugly Hilda\" (1909)…"},{"id":"artwork:40100776004","type":"artwork","title":"Political Spectrum (Left, Center, Right)","url":"/artworks/40100776004-political-spectrum-left-center-right.html","external_url":"https://www.flickr.com/photos/43693624@N07/40100776004","summary":"\"Political correctness is the natural continuum from the party line. What we are seeing once again is a self-appointed group of vigilantes imposing their…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","draw","drawing","ink","paper"],"content":"Political Spectrum (Left, Center, Right) danielarifriedman daniel friedman art draw drawing ink paper pen black freehand politics left right center russia america politician trump hillary clinton donald science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Political correctness is the natural continuum from the party line. What we are seeing once again is a self-appointed group of vigilantes imposing their…"},{"id":"artwork:39915173215","type":"artwork","title":"Life Is Stranger Than Fiction","url":"/artworks/39915173215-life-is-stranger-than-fiction.html","external_url":"https://www.flickr.com/photos/43693624@N07/39915173215","summary":"\"Paradoxes explain everything. Since they do, they cannot be explained.\" – Gene Wolfe \"The dream is the small hidden door in the deepest and most…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","draw","drawing","ink","paper"],"content":"Life Is Stranger Than Fiction danielarifriedman daniel friedman art draw drawing ink paper pen black freehand life is stranger than fiction science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Paradoxes explain everything. Since they do, they cannot be explained.\" – Gene Wolfe \"The dream is the small hidden door in the deepest and most…"},{"id":"artwork:39000142690","type":"artwork","title":"Sort Your Self Out","url":"/artworks/39000142690-sort-your-self-out.html","external_url":"https://www.flickr.com/photos/43693624@N07/39000142690","summary":"\"Thaw with her gentle persuasion is more powerful than Thor with his hammer. The one melts, the other breaks into pieces.\" – Henry David Thoreau \"In the…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","daniel","friedman","art","draw","drawing","ink","paper"],"content":"Sort Your Self Out danielarifriedman daniel friedman art draw drawing ink paper pen black freehand jordan peterson sort yourself out lobster youtube science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Thaw with her gentle persuasion is more powerful than Thor with his hammer. The one melts, the other breaks into pieces.\" – Henry David Thoreau \"In the…"},{"id":"artwork:25648571567","type":"artwork","title":"Perestroika (Перестро́йка)","url":"/artworks/25648571567-perestroika.html","external_url":"https://www.flickr.com/photos/43693624@N07/25648571567","summary":"Perestroika (Перестро́йка): When the love of peace... ...outweighs the love of money... “Life is much richer and more complex than even the most perfect…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","danielfriedman","drawing","draw","art","pen","ink","paper"],"content":"Perestroika (Перестро́йка) danielarifriedman danielfriedman drawing draw art pen ink paper freehand cartoon philosophy bw black white russian perestroika cccp ussr politics government people justice scales balance troika aries abstract vision science creative artistic geometry topology mathematics freedraw craft illustration doodle sketch Perestroika (Перестро́йка): When the love of peace... ...outweighs the love of money... “Life is much richer and more complex than even the most perfect…"},{"id":"artwork:25648271107","type":"artwork","title":"Insecta","url":"/artworks/25648271107-insecta.html","external_url":"https://www.flickr.com/photos/43693624@N07/25648271107","summary":"\"Pierre Del Rio: What happens when she reaches 100%? Professor Norman: I have no idea. But she is the key — to everything.\" – Lines regarding the main…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","danielfriedman","drawing","draw","art","pen","ink","paper"],"content":"Insecta danielarifriedman danielfriedman drawing draw art pen ink paper freehand cartoon philosophy black red color insect abstract vision science creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Pierre Del Rio: What happens when she reaches 100%? Professor Norman: I have no idea. But she is the key — to everything.\" – Lines regarding the main…"},{"id":"artwork:26647317428","type":"artwork","title":"Do No Harm","url":"/artworks/26647317428-do-no-harm.html","external_url":"https://www.flickr.com/photos/43693624@N07/26647317428","summary":"\"Power corrupts, PowerPoint corrupts absolutely\" – Ed Tufte, Wired, issue 11:09 (September 2003). \"If you attack the establishment long enough and hard…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","danielfriedman","drawing","draw","art","pen","ink","paper"],"content":"Do No Harm danielarifriedman danielfriedman drawing draw art pen ink paper freehand cartoon philosophy black red color do no harm doctor medicine abstract vision science creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Power corrupts, PowerPoint corrupts absolutely\" – Ed Tufte, Wired, issue 11:09 (September 2003). \"If you attack the establishment long enough and hard…"},{"id":"artwork:26647713048","type":"artwork","title":"I'll Fly Away...","url":"/artworks/26647713048-i-ll-fly-away.html","external_url":"https://www.flickr.com/photos/43693624@N07/26647713048","summary":"\"ALL WORK AND NO PLAY MAKES JACK A DULL BOY.\" – Jack Torrance played by Jack Nicholson, \"The Shining\", screenplay by Stanley Kubrick and Diane Johnson…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","danielfriedman","drawing","draw","art","pen","ink","paper"],"content":"I'll Fly Away... danielarifriedman danielfriedman drawing draw art pen ink paper freehand cartoon philosophy bw black white abstract vision science creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"ALL WORK AND NO PLAY MAKES JACK A DULL BOY.\" – Jack Torrance played by Jack Nicholson, \"The Shining\", screenplay by Stanley Kubrick and Diane Johnson…"},{"id":"artwork:40475549162","type":"artwork","title":"Spirit Glyph","url":"/artworks/40475549162-spirit-glyph.html","external_url":"https://www.flickr.com/photos/43693624@N07/40475549162","summary":"\"There are as many types of motion or change as there are meanings of the word 'is'.\" – Aristotle, 'Physics'. \"I have bought this wonderful machine- a…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","danielfriedman","drawing","draw","art","pen","ink","paper"],"content":"Spirit Glyph danielarifriedman danielfriedman drawing draw art pen ink paper freehand cartoon philosophy black red color abstract vision science creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"There are as many types of motion or change as there are meanings of the word 'is'.\" – Aristotle, 'Physics'. \"I have bought this wonderful machine- a…"},{"id":"artwork:26647595878","type":"artwork","title":"Resistance and Flow","url":"/artworks/26647595878-resistance-and-flow.html","external_url":"https://www.flickr.com/photos/43693624@N07/26647595878","summary":"\"It is amazing how complete is the delusion that beauty is goodness.\" – Leo Tolstoy, in 'The Power and Paradox of Physical Attractiveness', p. 18…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","danielfriedman","drawing","draw","art","pen","ink","paper"],"content":"Resistance and Flow danielarifriedman danielfriedman drawing draw art pen ink paper freehand cartoon philosophy bw black white abstract vision science creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"It is amazing how complete is the delusion that beauty is goodness.\" – Leo Tolstoy, in 'The Power and Paradox of Physical Attractiveness', p. 18…"},{"id":"artwork:38708157200","type":"artwork","title":"Nationalism","url":"/artworks/38708157200-nationalism.html","external_url":"https://www.flickr.com/photos/43693624@N07/38708157200","summary":"\"For I would rather be a servant in the House of the Lord than to sit in the seats of the mighty.\" – Alben W. Barkley, final words. \"I had rather be a…","year":"2018","domain":"Art","tags":["art","drawing","danielarifriedman","danielfriedman","drawing","draw","art","pen","ink","paper"],"content":"Nationalism danielarifriedman danielfriedman drawing draw art pen ink paper freehand cartoon philosophy blue red black color abstract vision science creative artistic geometry topology mathematics freedraw craft illustration doodle sketch \"For I would rather be a servant in the House of the Lord than to sit in the seats of the mighty.\" – Alben W. Barkley, final words. \"I had rather be a…"},{"id":"artwork:39695970244","type":"artwork","title":"Truth Through Geometry","url":"/artworks/39695970244-truth-through-geometry.html","external_url":"https://www.flickr.com/photos/43693624@N07/39695970244","summary":"The first thought bubble emerging from the figure's mind is a loopy ring. A human child's first categories of the world are topological, not geometric…","year":"2018","domain":"Art","tags":["art","drawing","anschauung","drawing","geometry","math","draw","art","science","philosophy"],"content":"Truth Through Geometry anschauung drawing geometry math draw art science philosophy paper pen ink creative artistic topology mathematics cartoon freehand freedraw craft illustration doodle sketch The first thought bubble emerging from the figure's mind is a loopy ring. A human child's first categories of the world are topological, not geometric…"},{"id":"artwork:28150569879","type":"artwork","title":"Prokaryote","url":"/artworks/28150569879-prokaryote.html","external_url":"https://www.flickr.com/photos/43693624@N07/28150569879","summary":"Kirk: \"The more complex the mind, the greater the need for the simplicity of play.\" – Star Trek: The Original Series, 'Shore Leave' (1966). \"Do you think…","year":"2018","domain":"Art","tags":["art","drawing","black","white","blackwhite","bw","drawing","draw","pen","ink"],"content":"Prokaryote black white blackwhite bw drawing draw pen ink paper watercolor creative art daniel friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Kirk: \"The more complex the mind, the greater the need for the simplicity of play.\" – Star Trek: The Original Series, 'Shore Leave' (1966). \"Do you think…"},{"id":"artwork:39220172454","type":"artwork","title":"Let the sun set on the old....","url":"/artworks/39220172454-let-the-sun-set-on-the-old.html","external_url":"https://www.flickr.com/photos/43693624@N07/39220172454","summary":"\"If you make people think they're thinking, they'll love you; but if you really make them think, they'll hate you.\" – Don Marquis (1927). \"The capitalist…","year":"2018","domain":"Art","tags":["art","drawing","black","white","blackwhite","bw","drawing","draw","pen","ink"],"content":"Let the sun set on the old.... black white blackwhite bw drawing draw pen ink paper watercolor creative art daniel friedman danielarifriedman font lettering letters writing words text let sun set old science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If you make people think they're thinking, they'll love you; but if you really make them think, they'll hate you.\" – Don Marquis (1927). \"The capitalist…"},{"id":"artwork:39220290864","type":"artwork","title":"Wormhole","url":"/artworks/39220290864-wormhole.html","external_url":"https://www.flickr.com/photos/43693624@N07/39220290864","summary":"\"You are not like Cerberus, three gentlemen at once, are you?\" – Richard Brinsley Sheridan, The Rivals (1775) \"But when first the two black dragons sprang…","year":"2018","domain":"Art","tags":["art","drawing","black","white","blackwhite","bw","drawing","draw","pen","ink"],"content":"Wormhole black white blackwhite bw drawing draw pen ink paper watercolor creative art daniel friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"You are not like Cerberus, three gentlemen at once, are you?\" – Richard Brinsley Sheridan, The Rivals (1775) \"But when first the two black dragons sprang…"},{"id":"artwork:39731285612","type":"artwork","title":"Diptych No. 2","url":"/artworks/39731285612-diptych-no-2.html","external_url":"https://www.flickr.com/photos/43693624@N07/39731285612","summary":"\"Thus life by life and love by love We passed through the cycles strange, And breath by breath and death by death We followed the chain of change.\"…","year":"2018","domain":"Art","tags":["art","drawing","red","color","black","drawing","paper","pen","ink","cartoon"],"content":"Diptych No. 2 red color black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Thus life by life and love by love We passed through the cycles strange, And breath by breath and death by death We followed the chain of change.\"…"},{"id":"artwork:27983557259","type":"artwork","title":"Meditation?","url":"/artworks/27983557259-meditation.html","external_url":"https://www.flickr.com/photos/43693624@N07/27983557259","summary":"\"Why do dragons hoard gold? Because the things you most need is always to be found where you least want to look.\" \"Why do you think ideological thought…","year":"2018","domain":"Art","tags":["art","drawing","black","drawing","paper","pen","ink","cartoon","art","draw"],"content":"Meditation? black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman meditation question mark symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Why do dragons hoard gold? Because the things you most need is always to be found where you least want to look.\" \"Why do you think ideological thought…"},{"id":"artwork:27984203319","type":"artwork","title":"Time....","url":"/artworks/27984203319-time.html","external_url":"https://www.flickr.com/photos/43693624@N07/27984203319","summary":"Oh, Western freedom-loving \"left-wing\" thinkers! Oh, left-wing labourists! Oh, American, German and French progressive students! All of this is still not…","year":"2018","domain":"Art","tags":["art","drawing","red","color","black","drawing","paper","pen","ink","cartoon"],"content":"Time.... red color black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch Oh, Western freedom-loving \"left-wing\" thinkers! Oh, left-wing labourists! Oh, American, German and French progressive students! All of this is still not…"},{"id":"artwork:27983984969","type":"artwork","title":"Triple Helix","url":"/artworks/27983984969-triple-helix.html","external_url":"https://www.flickr.com/photos/43693624@N07/27983984969","summary":"\"Experience teaches...that there is no such thing as a thought experiment so clearly presented that no philosopher can misinterpret it...\" \"There is a…","year":"2018","domain":"Art","tags":["art","drawing","black","drawing","paper","pen","ink","cartoon","art","draw"],"content":"Triple Helix black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Experience teaches...that there is no such thing as a thought experiment so clearly presented that no philosopher can misinterpret it...\" \"There is a…"},{"id":"artwork:38863534625","type":"artwork","title":"#Trilema","url":"/artworks/38863534625-trilema.html","external_url":"https://www.flickr.com/photos/43693624@N07/38863534625","summary":"\"Let every one of us cultivate, in every word that issues from our mouth, absolute truth. I say cultivate, because to very few people — as may be noticed…","year":"2018","domain":"Art","tags":["art","drawing","black","drawing","paper","pen","ink","cartoon","art","draw"],"content":"#Trilema black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Let every one of us cultivate, in every word that issues from our mouth, absolute truth. I say cultivate, because to very few people — as may be noticed…"},{"id":"artwork:39762508121","type":"artwork","title":"Rorschach Butterfly","url":"/artworks/39762508121-rorschach-butterfly.html","external_url":"https://www.flickr.com/photos/43693624@N07/39762508121","summary":"\"When strength is yoked with justice, where is a mightier pair than they?\" Aeschylus, Fragments, l, 298. \"Let gratitude be the pillow upon which you…","year":"2018","domain":"Art","tags":["art","drawing","red","color","black","drawing","paper","pen","ink","cartoon"],"content":"Rorschach Butterfly red color black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch \"When strength is yoked with justice, where is a mightier pair than they?\" Aeschylus, Fragments, l, 298. \"Let gratitude be the pillow upon which you…"},{"id":"artwork:39730488282","type":"artwork","title":"UFO (OVNI)","url":"/artworks/39730488282-ufo-ovni.html","external_url":"https://www.flickr.com/photos/43693624@N07/39730488282","summary":"\"I will with patience hear, and find a time Both meet to hear and answer such high things. Till then, my noble friend, chew upon this.\" – William…","year":"2018","domain":"Art","tags":["art","drawing","black","drawing","paper","pen","ink","cartoon","art","draw"],"content":"UFO (OVNI) black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch \"I will with patience hear, and find a time Both meet to hear and answer such high things. Till then, my noble friend, chew upon this.\" – William…"},{"id":"artwork:38863818575","type":"artwork","title":"Dynamic Equilibrium","url":"/artworks/38863818575-dynamic-equilibrium.html","external_url":"https://www.flickr.com/photos/43693624@N07/38863818575","summary":"\"Men do not mirror themselves in running water, they mirror themselves in still water. Only what is still can still the stillness of other things.\"…","year":"2018","domain":"Art","tags":["art","drawing","red","color","black","drawing","paper","pen","ink","cartoon"],"content":"Dynamic Equilibrium red color black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch \"Men do not mirror themselves in running water, they mirror themselves in still water. Only what is still can still the stillness of other things.\"…"},{"id":"artwork:25891031178","type":"artwork","title":"Body and Spirit","url":"/artworks/25891031178-body-and-spirit.html","external_url":"https://www.flickr.com/photos/43693624@N07/25891031178","summary":"\"A rich man had a garden and two gardeners. One of these gardeners was very lazy and did not work; but when the owner came to the garden, the lazy man…","year":"2018","domain":"Art","tags":["art","drawing","black","drawing","paper","pen","ink","cartoon","art","draw"],"content":"Body and Spirit black drawing paper pen ink cartoon art draw freehand texture creative daniel friedman danielarifriedman symbol symbolism philosophy think usa stanford science artistic geometry topology mathematics freedraw craft illustration doodle sketch \"A rich man had a garden and two gardeners. One of these gardeners was very lazy and did not work; but when the owner came to the garden, the lazy man…"},{"id":"artwork:39336610901","type":"artwork","title":"Theory && Practice","url":"/artworks/39336610901-theory-practice.html","external_url":"https://www.flickr.com/photos/43693624@N07/39336610901","summary":"\"If you think education is expensive -- try ignorance.\" – Ann Landers, October 4, 1975. \"Never call yourself a philosopher, nor talk a great deal among…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","daniel","danielarifriedman","pen","ink","paint","color"],"content":"Theory && Practice drawing draw daniel danielarifriedman pen ink paint color art font theory practice science philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If you think education is expensive -- try ignorance.\" – Ann Landers, October 4, 1975. \"Never call yourself a philosopher, nor talk a great deal among…"},{"id":"artwork:39307466172","type":"artwork","title":"Vertebrae (Cross-section)","url":"/artworks/39307466172-vertebrae-cross-section.html","external_url":"https://www.flickr.com/photos/43693624@N07/39307466172","summary":"\"The matter lies before the eyes of all; everybody sees it, touches it, loves it, but knows it not. It is glorious and vile, precious and of small…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","daniel","danielarifriedman","pen","ink","paint","color"],"content":"Vertebrae (Cross-section) drawing draw daniel danielarifriedman pen ink paint color art font vertebrae science philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The matter lies before the eyes of all; everybody sees it, touches it, loves it, but knows it not. It is glorious and vile, precious and of small…"},{"id":"artwork:38459446615","type":"artwork","title":"Time + Space + Space + Space","url":"/artworks/38459446615-time-space-space-space.html","external_url":"https://www.flickr.com/photos/43693624@N07/38459446615","summary":"\"Like the watermen that row one way and look another.\" – Robert Burton, 'The Anatomy of Melancholy' (1621) \"I thought of a labyrinth of labyrinths, of…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","daniel","danielarifriedman","pen","ink","paint","color"],"content":"Time + Space + Space + Space drawing draw daniel danielarifriedman pen ink paint color art font space time science philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Like the watermen that row one way and look another.\" – Robert Burton, 'The Anatomy of Melancholy' (1621) \"I thought of a labyrinth of labyrinths, of…"},{"id":"artwork:38629218714","type":"artwork","title":"Bitcoin?","url":"/artworks/38629218714-bitcoin.html","external_url":"https://www.flickr.com/photos/43693624@N07/38629218714","summary":"\"The act of defending any of the cardinal virtues has today all the exhilaration of a vice. Moral truisms have been so much disputed that they have begun…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","daniel","danielarifriedman","pen","ink","paint","color"],"content":"Bitcoin? drawing draw daniel danielarifriedman pen ink paint color art font bitcoin btc bch ethereum litecoin cryptocurrency iota ripple crypto science philosophy paper creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The act of defending any of the cardinal virtues has today all the exhilaration of a vice. 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To this kingdom we proclaim To be the chosen one Everything is chosen in each and every…","year":"2017","domain":"Art","tags":["art","drawing","red","color","black","white","draw","drawing","danielarifriedman","daniel"],"content":"Oh it's so heavy, and I've let it all go! red color black white draw drawing danielarifriedman daniel friedman art paper pen ink hand freehand font letters writing cursive lettering line dot curve person 2017 2018 new year holiday science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"It's So Heavy\", Tedeschi Trucks Band Oh, what have we done? To this kingdom we proclaim To be the chosen one Everything is chosen in each and every…"},{"id":"artwork:27490793309","type":"artwork","title":"Black and White","url":"/artworks/27490793309-black-and-white.html","external_url":"https://www.flickr.com/photos/43693624@N07/27490793309","summary":"\"Around computers it is difficult to find the correct unit of time to measure progress. Some cathedrals took a century to complete. Can you imagine the…","year":"2017","domain":"Art","tags":["art","drawing","bw","black","white","draw","drawing","danielarifriedman","daniel","friedman"],"content":"Black and White bw black white draw drawing danielarifriedman daniel friedman art paper pen ink hand freehand font letters writing cursive lettering line dot curve person 2017 2018 new year holiday science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Around computers it is difficult to find the correct unit of time to measure progress. Some cathedrals took a century to complete. Can you imagine the…"},{"id":"artwork:24853098998","type":"artwork","title":"Cryptographic Fingerprint","url":"/artworks/24853098998-cryptographic-fingerprint.html","external_url":"https://www.flickr.com/photos/43693624@N07/24853098998","summary":"\"Reason, or the ratio of all we have already known, is not the same that it shall be when we know more.\" – William Blake \"Bitcoin is getting there. But…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","paper","daniel","ari","friedman","danielarifriedman","draw"],"content":"Cryptographic Fingerprint pen ink paper daniel ari friedman danielarifriedman draw drawing black drawings creative philosophy cartoon sketch art science artistic geometry topology mathematics freehand freedraw craft illustration doodle \"Reason, or the ratio of all we have already known, is not the same that it shall be when we know more.\" – William Blake \"Bitcoin is getting there. But…"},{"id":"artwork:26950539399","type":"artwork","title":"Where the Sun's Rays Meet","url":"/artworks/26950539399-where-the-sun-s-rays-meet.html","external_url":"https://www.flickr.com/photos/43693624@N07/26950539399","summary":"\"If you hate a person, you hate something in him that is a part of yourself. What isn't part of ourselves doesn't disturb us.\" – Herman Hesse, 'Demian'…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","paper","daniel","ari","friedman","danielarifriedman","draw"],"content":"Where the Sun's Rays Meet pen ink paper daniel ari friedman danielarifriedman draw drawing black red color drawings creative philosophy cartoon sketch art science artistic geometry topology mathematics freehand freedraw craft illustration doodle \"If you hate a person, you hate something in him that is a part of yourself. What isn't part of ourselves doesn't disturb us.\" – Herman Hesse, 'Demian'…"},{"id":"artwork:38726088101","type":"artwork","title":"Have Love with the person you sex.","url":"/artworks/38726088101-have-love-with-the-person-you-sex.html","external_url":"https://www.flickr.com/photos/43693624@N07/38726088101","summary":"Have Love -- with the person you sex! PPPiP with S.","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","paper","daniel","ari","friedman","danielarifriedman","draw"],"content":"Have Love with the person you sex. pen ink paper daniel ari friedman danielarifriedman draw drawing black love sex drawings creative philosophy cartoon sketch art science artistic geometry topology mathematics freehand freedraw craft illustration doodle Have Love -- with the person you sex! PPPiP with S."},{"id":"artwork:37838735935","type":"artwork","title":"Person on a Train","url":"/artworks/37838735935-person-on-a-train.html","external_url":"https://www.flickr.com/photos/43693624@N07/37838735935","summary":"\"Weak and miserable as I am, I can still stand up to the terrible tragedy of life and prevail!\" \"The truth is something that burns, it burns off deadwood…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","paper","daniel","ari","friedman","danielarifriedman","draw"],"content":"Person on a Train pen ink paper daniel ari friedman danielarifriedman draw drawing black red color man woman person train plane transportation drawings creative philosophy cartoon sketch art science artistic geometry topology mathematics freehand freedraw craft illustration doodle \"Weak and miserable as I am, I can still stand up to the terrible tragedy of life and prevail!\" \"The truth is something that burns, it burns off deadwood…"},{"id":"artwork:38694334902","type":"artwork","title":"Divine Fire","url":"/artworks/38694334902-divine-fire.html","external_url":"https://www.flickr.com/photos/43693624@N07/38694334902","summary":"\"I have one friend whose Facebook updates are exclusively complaining about Facebook.\" – Paul F. Tompkins (2012). \"What I'm really interested in is…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","paper","daniel","ari","friedman","danielarifriedman","draw"],"content":"Divine Fire pen ink paper daniel ari friedman danielarifriedman draw drawing black red color drawings creative philosophy cartoon sketch art science artistic geometry topology mathematics freehand freedraw craft illustration doodle \"I have one friend whose Facebook updates are exclusively complaining about Facebook.\" – Paul F. Tompkins (2012). \"What I'm really interested in is…"},{"id":"artwork:37838435935","type":"artwork","title":"Pattern (Neural Network)","url":"/artworks/37838435935-pattern-neural-network.html","external_url":"https://www.flickr.com/photos/43693624@N07/37838435935","summary":"\"Anything that can be automatically done for you can be automatically done to you.\" – Wyland's Law of Automation \"We will make electricity so cheap that…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","paper","daniel","ari","friedman","danielarifriedman","draw"],"content":"Pattern (Neural Network) pen ink paper daniel ari friedman danielarifriedman draw drawing black drawings creative philosophy cartoon sketch art science artistic geometry topology mathematics freehand freedraw craft illustration doodle \"Anything that can be automatically done for you can be automatically done to you.\" – Wyland's Law of Automation \"We will make electricity so cheap that…"},{"id":"artwork:37838391845","type":"artwork","title":"Choice & Freedom","url":"/artworks/37838391845-choice-freedom.html","external_url":"https://www.flickr.com/photos/43693624@N07/37838391845","summary":"\"People want to watch whatever video they want to watch whenever they want to watch.\" – Bill Gates \"For the sake of argument and illustration I will…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","paper","daniel","ari","friedman","danielarifriedman","draw"],"content":"Choice & Freedom pen ink paper daniel ari friedman danielarifriedman draw drawing black drawings creative philosophy cartoon sketch art science artistic geometry topology mathematics freehand freedraw craft illustration doodle \"People want to watch whatever video they want to watch whenever they want to watch.\" – Bill Gates \"For the sake of argument and illustration I will…"},{"id":"artwork:38309000942","type":"artwork","title":"Sun","url":"/artworks/38309000942-sun.html","external_url":"https://www.flickr.com/photos/43693624@N07/38309000942","summary":"\"The Greek words daimon and daimonion express a determining power which comes upon man from outside, like providence or fate, though the ethical decision…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","draw","drawing","pen"],"content":"Sun daniel ari friedman danielarifriedman art draw drawing pen ink paper black white cartoon philosophy science entsoc2017 entomology entsoc2018 creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"The Greek words daimon and daimonion express a determining power which comes upon man from outside, like providence or fate, though the ethical decision…"},{"id":"artwork:38285158986","type":"artwork","title":"Metric","url":"/artworks/38285158986-metric.html","external_url":"https://www.flickr.com/photos/43693624@N07/38285158986","summary":"\"My mind to your mind... my thoughts to your thoughts...\" – Chant used during Vulcan mind melds. \"I would gladly wander in Paradise, But it is far away…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","draw","drawing","pen"],"content":"Metric daniel ari friedman danielarifriedman art draw drawing pen ink paper black white cartoon philosophy science entsoc2017 entomology entsoc2018 creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"My mind to your mind... my thoughts to your thoughts...\" – Chant used during Vulcan mind melds. \"I would gladly wander in Paradise, But it is far away…"},{"id":"artwork:24469325528","type":"artwork","title":"Skeptic","url":"/artworks/24469325528-skeptic.html","external_url":"https://www.flickr.com/photos/43693624@N07/24469325528","summary":"\"Fortune brings in some boats that are not steered.\" – William Shakespeare; 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There…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","art","daniel","friedman","ari","danielarifriedman","symbolic"],"content":"Viral Media draw drawing art daniel friedman ari danielarifriedman symbolic abstract black white paper ink pen red contrast science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"'There, Master Niketas,' Baudolino said, 'when I was not prey to the temptations of this world, I devoted my nights to imagining other worlds. ... There…"},{"id":"artwork:24429456708","type":"artwork","title":"Squarism","url":"/artworks/24429456708-squarism.html","external_url":"https://www.flickr.com/photos/43693624@N07/24429456708","summary":"\"The English-speaking world may be divided into (1) those who neither know nor care what a split infinitive is; (2) those who do not know, but care very…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","art","daniel","friedman","ari","danielarifriedman","symbolic"],"content":"Squarism draw drawing art daniel friedman ari danielarifriedman symbolic abstract black white paper ink pen red contrast science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The English-speaking world may be divided into (1) those who neither know nor care what a split infinitive is; (2) those who do not know, but care very…"},{"id":"artwork:38245284526","type":"artwork","title":"Fascism","url":"/artworks/38245284526-fascism.html","external_url":"https://www.flickr.com/photos/43693624@N07/38245284526","summary":"\"Arthur Laffer is best known for the Laffer curve. 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In Reih' und Glied!”\" [.... the modern cry of battle and sacrifice “Division of labor! Fall…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","drawing","art","draw","paper","red","black"],"content":"Cytoplasm pen ink drawing art draw paper red black white daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"… den modernen Schlacht- und Opferruf „Theilung der Arbeit! In Reih' und Glied!”\" [.... the modern cry of battle and sacrifice “Division of labor! Fall…"},{"id":"artwork:24142384378","type":"artwork","title":"The Brain is an Open System","url":"/artworks/24142384378-the-brain-is-an-open-system.html","external_url":"https://www.flickr.com/photos/43693624@N07/24142384378","summary":"\"The only sensible ends of literature are, first, the pleasurable toil of writing, secondly, the gratification of one's family and friends, and lastly…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","drawing","art","draw","paper","red","black"],"content":"The Brain is an Open System pen ink drawing art draw paper red black white daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The only sensible ends of literature are, first, the pleasurable toil of writing, secondly, the gratification of one's family and friends, and lastly…"},{"id":"artwork:24142383898","type":"artwork","title":"Web of Trust","url":"/artworks/24142383898-web-of-trust.html","external_url":"https://www.flickr.com/photos/43693624@N07/24142383898","summary":"\"The quest for the Grail is not archeology, it's a race against evil. 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Actual occasions explain what happened, not philosophy.” “The world is not a solid continent…","year":"2017","domain":"Art","tags":["art","drawing","red","color","drawing","draw","ink","paper","pen","art"],"content":"Actor Network Theory (ANT) red color drawing draw ink paper pen art science sciart creative cartoon black white daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch “Philosophy is not in the business of explaining anything. Actual occasions explain what happened, not philosophy.” “The world is not a solid continent…"},{"id":"artwork:37838379021","type":"artwork","title":"Decentralized","url":"/artworks/37838379021-decentralized.html","external_url":"https://www.flickr.com/photos/43693624@N07/37838379021","summary":"\"This is the dimension of imagination. 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You live it forward, but understand it backward.\" – Abraham…","year":"2017","domain":"Art","tags":["art","drawing","myth","narrative","story","person","couple","relationship","love","man"],"content":"Once Upon A Time myth narrative story person couple relationship love man woman boy girl lovestory red color drawing draw ink paper pen art science sciart creative cartoon black white daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Only the mediocre are always at their best.\" – Jean Giraudoux \"Life, too, is like that. You live it forward, but understand it backward.\" – Abraham…"},{"id":"artwork:37127878574","type":"artwork","title":"The Question Or the Beg?","url":"/artworks/37127878574-the-question-or-the-beg.html","external_url":"https://www.flickr.com/photos/43693624@N07/37127878574","summary":"The texts at top and bottom say........ \"what came first: the question or the beg?\" The internal rotated text reads as......... \"without TIME i am…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","ink","paper","pen","art","science","sciart"],"content":"The Question Or the Beg? drawing draw ink paper pen art science sciart creative cartoon black white daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch The texts at top and bottom say........ \"what came first: the question or the beg?\" The internal rotated text reads as......... \"without TIME i am…"},{"id":"artwork:37127834624","type":"artwork","title":"Zen Garden","url":"/artworks/37127834624-zen-garden.html","external_url":"https://www.flickr.com/photos/43693624@N07/37127834624","summary":"\"If there is anything that we wish to change in the child, we should first examine it and see whether it is not something that could better be changed in…","year":"2017","domain":"Art","tags":["art","drawing","red","color","drawing","draw","ink","paper","pen","art"],"content":"Zen Garden red color drawing draw ink paper pen art science sciart creative cartoon black white daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"If there is anything that we wish to change in the child, we should first examine it and see whether it is not something that could better be changed in…"},{"id":"artwork:37806025322","type":"artwork","title":"Silence is Golden","url":"/artworks/37806025322-silence-is-golden.html","external_url":"https://www.flickr.com/photos/43693624@N07/37806025322","summary":"\"If you want to prove that God is not dead, first prove that man is alive.\" – Rod Serling \"It is no coincidence that the novel and economics science were…","year":"2017","domain":"Art","tags":["art","drawing","silence","is","golden","proverb","wisdom","wise","drawing","draw"],"content":"Silence is Golden silence is golden proverb wisdom wise drawing draw ink paper pen art science sciart creative cartoon black white daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"If you want to prove that God is not dead, first prove that man is alive.\" – Rod Serling \"It is no coincidence that the novel and economics science were…"},{"id":"artwork:37127992554","type":"artwork","title":"PhD (Graduate School)","url":"/artworks/37127992554-phd-graduate-school.html","external_url":"https://www.flickr.com/photos/43693624@N07/37127992554","summary":"\"PhD\" is an acronym for: \"Pushing our knowledge to where only tHoughts have wandereD!\" People often emphasize the triviality of the novelties unveiled by…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","ink","paper","pen","art","science","sciart"],"content":"PhD (Graduate School) drawing draw ink paper pen art science sciart creative cartoon black white daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"PhD\" is an acronym for: \"Pushing our knowledge to where only tHoughts have wandereD!\" People often emphasize the triviality of the novelties unveiled by…"},{"id":"artwork:37576280391","type":"artwork","title":"When text becomes ART","url":"/artworks/37576280391-when-text-becomes-art.html","external_url":"https://www.flickr.com/photos/43693624@N07/37576280391","summary":"When does text become art? I think that there are two roads by which text can become art, sketched out below: The first road by which text can become art…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","art","artistics","freehand","black","white","paper"],"content":"When text becomes ART drawing draw art artistics freehand black white paper ink hand organic craft daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics cartoon freedraw illustration doodle sketch When does text become art? I think that there are two roads by which text can become art, sketched out below: The first road by which text can become art…"},{"id":"artwork:37527652326","type":"artwork","title":"Cold War","url":"/artworks/37527652326-cold-war.html","external_url":"https://www.flickr.com/photos/43693624@N07/37527652326","summary":"\"It's true that things are beautiful when they work. Art is function.\" – Giannina Braschi \"Let us not commit ourselves to the absurd and senseless dogma…","year":"2017","domain":"Art","tags":["art","drawing","red","color","drawing","draw","art","artistics","freehand","black"],"content":"Cold War red color drawing draw art artistics freehand black white paper ink hand organic craft daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics cartoon freedraw illustration doodle sketch \"It's true that things are beautiful when they work. Art is function.\" – Giannina Braschi \"Let us not commit ourselves to the absurd and senseless dogma…"},{"id":"artwork:37576383771","type":"artwork","title":"Distributed Development (Ethereum's Timecircle)","url":"/artworks/37576383771-distributed-development-ethereum-s-timecircle.html","external_url":"https://www.flickr.com/photos/43693624@N07/37576383771","summary":"Allow me to briefly explain a simple scheme for the optimal development, elaboration, and maintenance of a decentralized system. Such decentralized…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","art","artistics","freehand","black","white","paper"],"content":"Distributed Development (Ethereum's Timecircle) drawing draw art artistics freehand black white paper ink hand organic craft ether ethereal crypto cryptocurrency bit coin bitcoin token smart contract technology future daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics cartoon freedraw illustration doodle sketch nft eth Allow me to briefly explain a simple scheme for the optimal development, elaboration, and maintenance of a decentralized system. Such decentralized…"},{"id":"artwork:37544709282","type":"artwork","title":"Cosmic Egg","url":"/artworks/37544709282-cosmic-egg.html","external_url":"https://www.flickr.com/photos/43693624@N07/37544709282","summary":"\"I do not demand equal pay for any women save those who do equal work in value. Scorn to be coddled by your employers; make them understand that you are…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","art","artistics","freehand","black","white","paper"],"content":"Cosmic Egg drawing draw art artistics freehand black white paper ink hand organic craft daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics cartoon freedraw illustration doodle sketch \"I do not demand equal pay for any women save those who do equal work in value. Scorn to be coddled by your employers; make them understand that you are…"},{"id":"artwork:37576556581","type":"artwork","title":"Trump's America","url":"/artworks/37576556581-trump-s-america.html","external_url":"https://www.flickr.com/photos/43693624@N07/37576556581","summary":"\"Fighting men are the city's fortress.\" – Alcæus \"Whatever starts in California unfortunately has a tendency to spread.\" – Attributed to Jimmy Carter in…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","art","artistics","freehand","black","white","paper"],"content":"Trump's America drawing draw art artistics freehand black white paper ink hand organic craft president donald trump penis political cartoon philosophical null strapon joke disgust daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics freedraw illustration doodle sketch \"Fighting men are the city's fortress.\" – Alcæus \"Whatever starts in California unfortunately has a tendency to spread.\" – Attributed to Jimmy Carter in…"},{"id":"artwork:36906445203","type":"artwork","title":"Identify Yourself (\"I AM\")","url":"/artworks/36906445203-identify-yourself-i-am.html","external_url":"https://www.flickr.com/photos/43693624@N07/36906445203","summary":"The silver text asks: \"identify\" The gold text clarifies: \"yourself\" The red text answers: \"I AM\" ~~~~~~~~~~~~~ Exodus 3:13-15, 1599 Geneva Bible (GNV)…","year":"2017","domain":"Art","tags":["art","drawing","red","color","drawing","draw","art","artistics","freehand","black"],"content":"Identify Yourself (\"I AM\") red color drawing draw art artistics freehand black white paper ink hand organic craft daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics cartoon freedraw illustration doodle sketch The silver text asks: \"identify\" The gold text clarifies: \"yourself\" The red text answers: \"I AM\" ~~~~~~~~~~~~~ Exodus 3:13-15, 1599 Geneva Bible (GNV)…"},{"id":"artwork:36866188274","type":"artwork","title":"Pyramid Scheme","url":"/artworks/36866188274-pyramid-scheme.html","external_url":"https://www.flickr.com/photos/43693624@N07/36866188274","summary":"\"Only the free mind knows what Love is.\" – Jiddu Krishnamurti, Speech at the University of California, Berkley, (4 January 1969). \"Not the power to…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","art","artistics","freehand","black","white","paper"],"content":"Pyramid Scheme drawing draw art artistics freehand black white paper ink hand organic craft daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics cartoon freedraw illustration doodle sketch \"Only the free mind knows what Love is.\" – Jiddu Krishnamurti, Speech at the University of California, Berkley, (4 January 1969). \"Not the power to…"},{"id":"artwork:37317620080","type":"artwork","title":"Limits of the Self...","url":"/artworks/37317620080-limits-of-the-self.html","external_url":"https://www.flickr.com/photos/43693624@N07/37317620080","summary":"\"I am too firm in my consciousness of the marvelous to be ever fascinated by the mere supernatural.\" – Joseph Conrad \"What man actually needs is not a…","year":"2017","domain":"Art","tags":["art","drawing","red","color","drawing","draw","art","artistics","freehand","black"],"content":"Limits of the Self... red color drawing draw art artistics freehand black white paper ink hand organic craft daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics cartoon freedraw illustration doodle sketch \"I am too firm in my consciousness of the marvelous to be ever fascinated by the mere supernatural.\" – Joseph Conrad \"What man actually needs is not a…"},{"id":"artwork:37544705962","type":"artwork","title":"Hearing (Earing)","url":"/artworks/37544705962-hearing-earing.html","external_url":"https://www.flickr.com/photos/43693624@N07/37544705962","summary":"\"A Chinese prose writer has observed that the unicorn, because of its own anomaly, will pass unnoticed. Our eyes see what they are accustomed to seeing.\"…","year":"2017","domain":"Art","tags":["art","drawing","drawing","draw","art","artistics","freehand","black","white","paper"],"content":"Hearing (Earing) drawing draw art artistics freehand black white paper ink hand organic craft daniel ari friedman danielarifriedman science philosophy pen creative artistic geometry topology mathematics cartoon freedraw illustration doodle sketch \"A Chinese prose writer has observed that the unicorn, because of its own anomaly, will pass unnoticed. Our eyes see what they are accustomed to seeing.\"…"},{"id":"artwork:23467937768","type":"artwork","title":"If Shapes Were Spells","url":"/artworks/23467937768-if-shapes-were-spells.html","external_url":"https://www.flickr.com/photos/43693624@N07/23467937768","summary":"\"How dare we speak of the laws of chance? Is not chance the antithesis of all law?\" – Joseph Bertrand, 'Calcul des probabilités', 1889. \"Degrade first…","year":"2017","domain":"Art","tags":["art","drawing","shapes","geometry","shape","spells","witch","wizard","magic","magick"],"content":"If Shapes Were Spells shapes geometry shape spells witch wizard magic magick black white bw pen ink drawing draw creative art artist red color daniel ari friedman danielarifriedman science philosophy paper artistic topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"How dare we speak of the laws of chance? Is not chance the antithesis of all law?\" – Joseph Bertrand, 'Calcul des probabilités', 1889. \"Degrade first…"},{"id":"artwork:37063420260","type":"artwork","title":"As you act.....So you are.","url":"/artworks/37063420260-as-you-act-so-you-are.html","external_url":"https://www.flickr.com/photos/43693624@N07/37063420260","summary":"\"You cannot make a crab walk straight.\" – Aristophanes \"Ex Africa semper aliquid novi.\" [Always something new out of Africa.] – Pliny the Elder…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","pen","ink","drawing","draw","creative"],"content":"As you act.....So you are. black white bw pen ink drawing draw creative art artist daniel ari friedman danielarifriedman science philosophy paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"You cannot make a crab walk straight.\" – Aristophanes \"Ex Africa semper aliquid novi.\" [Always something new out of Africa.] – Pliny the Elder…"},{"id":"artwork:36609813344","type":"artwork","title":"Distributed Systems","url":"/artworks/36609813344-distributed-systems.html","external_url":"https://www.flickr.com/photos/43693624@N07/36609813344","summary":"\"You know what Aquinas says: The three things requisite for beauty are integrity, a wholeness, symmetry, and radiance.\" – James Joyce \"Is not this a…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","pen","ink","drawing","draw","creative"],"content":"Distributed Systems black white bw pen ink drawing draw creative art artist red color daniel ari friedman danielarifriedman science philosophy paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"You know what Aquinas says: The three things requisite for beauty are integrity, a wholeness, symmetry, and radiance.\" – James Joyce \"Is not this a…"},{"id":"artwork:37290009872","type":"artwork","title":"Here today, Gone tomorrow...","url":"/artworks/37290009872-here-today-gone-tomorrow.html","external_url":"https://www.flickr.com/photos/43693624@N07/37290009872","summary":"\"Such is the advantage of a well-constructed language that its simplified notation often becomes the source of profound theories.\" – Pierre Simon Marquis…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","pen","ink","drawing","draw","creative"],"content":"Here today, Gone tomorrow... black white bw pen ink drawing draw creative art artist daniel ari friedman danielarifriedman science philosophy paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Such is the advantage of a well-constructed language that its simplified notation often becomes the source of profound theories.\" – Pierre Simon Marquis…"},{"id":"artwork:37319198351","type":"artwork","title":"Name of the Rose (Rose)","url":"/artworks/37319198351-name-of-the-rose-rose.html","external_url":"https://www.flickr.com/photos/43693624@N07/37319198351","summary":"\"He that will not when he may, When he will he shall have nay.\" – Robert Burton, 'Anatomy of a Melancholy' (1621). \"Time is a fluid condition which has…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","pen","ink","drawing","draw","creative"],"content":"Name of the Rose (Rose) black white bw pen ink drawing draw creative art artist red color daniel ari friedman danielarifriedman science philosophy paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"He that will not when he may, When he will he shall have nay.\" – Robert Burton, 'Anatomy of a Melancholy' (1621). \"Time is a fluid condition which has…"},{"id":"artwork:37063420730","type":"artwork","title":"Soul Mates","url":"/artworks/37063420730-soul-mates.html","external_url":"https://www.flickr.com/photos/43693624@N07/37063420730","summary":"This is a short visual story about Two people who together formed One. The two people are walking up and to the right, along the \"road of life\". In…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","pen","ink","drawing","draw","creative"],"content":"Soul Mates black white bw pen ink drawing draw creative art artist mature relationship love relation lover man woman girl boy person body daniel ari friedman danielarifriedman science philosophy paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch This is a short visual story about Two people who together formed One. The two people are walking up and to the right, along the \"road of life\". In…"},{"id":"artwork:37063213920","type":"artwork","title":"Balance","url":"/artworks/37063213920-balance.html","external_url":"https://www.flickr.com/photos/43693624@N07/37063213920","summary":"\"Each night, when I go to sleep, I die. And the next morning, when I wake up, I am reborn.\" – Mahatma Gandhi \"Indifference to style ... is almost always…","year":"2017","domain":"Art","tags":["art","drawing","balance","black","white","bw","pen","ink","drawing","draw"],"content":"Balance balance black white bw pen ink drawing draw creative art artist red color daniel ari friedman danielarifriedman science philosophy paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Each night, when I go to sleep, I die. And the next morning, when I wake up, I am reborn.\" – Mahatma Gandhi \"Indifference to style ... is almost always…"},{"id":"artwork:36610216514","type":"artwork","title":"Freedom of Speech","url":"/artworks/36610216514-freedom-of-speech.html","external_url":"https://www.flickr.com/photos/43693624@N07/36610216514","summary":"\"Freedom of speech and thought matters, especially when it is speech and thought with which we disagree. The moment the majority decides to destroy…","year":"2017","domain":"Art","tags":["art","drawing","freedom","speech","clinton","trump","president","politic","washington","government"],"content":"Freedom of Speech freedom speech clinton trump president politic washington government bitcoin black white bw pen ink drawing draw creative art artist daniel ari friedman danielarifriedman science philosophy paper artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Freedom of speech and thought matters, especially when it is speech and thought with which we disagree. The moment the majority decides to destroy…"},{"id":"artwork:37047876501","type":"artwork","title":"The Fetal Position","url":"/artworks/37047876501-the-fetal-position.html","external_url":"https://www.flickr.com/photos/43693624@N07/37047876501","summary":"\"No great deed is done By falterers who ask for certainty.\" – George Eliot, 'The Spanish Gypsy' (1868). \"View the whole scene, with critic judgment scan…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","science","philosophy","drawing"],"content":"The Fetal Position daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"No great deed is done By falterers who ask for certainty.\" – George Eliot, 'The Spanish Gypsy' (1868). \"View the whole scene, with critic judgment scan…"},{"id":"artwork:36376381953","type":"artwork","title":"This too shall pass...","url":"/artworks/36376381953-this-too-shall-pass.html","external_url":"https://www.flickr.com/photos/43693624@N07/36376381953","summary":"\"If the meanings of true and false were switched, this sentence wouldn't be false.\" – Douglas Hofstadter \"Fear and destructiveness are the major…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","science","philosophy","drawing"],"content":"This too shall pass... daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If the meanings of true and false were switched, this sentence wouldn't be false.\" – Douglas Hofstadter \"Fear and destructiveness are the major…"},{"id":"artwork:36793011240","type":"artwork","title":"Some Of My Senses...","url":"/artworks/36793011240-some-of-my-senses.html","external_url":"https://www.flickr.com/photos/43693624@N07/36793011240","summary":"\"Luck is the residue of design.\" – Branch Rickey \"Perseverance is not a long race; it is many short races one after another.\" – Walter Elliott \"I shall…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","science","philosophy","drawing"],"content":"Some Of My Senses... daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Luck is the residue of design.\" – Branch Rickey \"Perseverance is not a long race; it is many short races one after another.\" – Walter Elliott \"I shall…"},{"id":"artwork:37190526155","type":"artwork","title":"Public Transportation","url":"/artworks/37190526155-public-transportation.html","external_url":"https://www.flickr.com/photos/43693624@N07/37190526155","summary":"\"In a shared fish, there are no bones.\" –Democritus \"Rights may be universal, but their enforcement must be local.\" – Murray Rothbard \"Nothing in life is…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","science","philosophy","drawing"],"content":"Public Transportation daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"In a shared fish, there are no bones.\" –Democritus \"Rights may be universal, but their enforcement must be local.\" – Murray Rothbard \"Nothing in life is…"},{"id":"artwork:37000701326","type":"artwork","title":"Complex Vortex","url":"/artworks/37000701326-complex-vortex.html","external_url":"https://www.flickr.com/photos/43693624@N07/37000701326","summary":"\"The entire universe is perfused with signs, if it is not composed exclusively of signs.\" – Charles Sanders Peirce \"No arts; no letters; no society; and…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","science","philosophy","drawing"],"content":"Complex Vortex daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch cas complexity complex system cw weekend design \"The entire universe is perfused with signs, if it is not composed exclusively of signs.\" – Charles Sanders Peirce \"No arts; no letters; no society; and…"},{"id":"artwork:37048079331","type":"artwork","title":"Truth is a Pathless Land","url":"/artworks/37048079331-truth-is-a-pathless-land.html","external_url":"https://www.flickr.com/photos/43693624@N07/37048079331","summary":"\"Because your own strength is unequal to the task, do not assume that it is beyond the powers of man; but if anything is within the powers and province…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","science","philosophy","drawing"],"content":"Truth is a Pathless Land daniel ari friedman danielarifriedman art science philosophy drawing truth pathless cartoon jiddu krishnamurti draw paper pen ink creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Because your own strength is unequal to the task, do not assume that it is beyond the powers of man; but if anything is within the powers and province…"},{"id":"artwork:36792960560","type":"artwork","title":"I Am A Strange Loop","url":"/artworks/36792960560-i-am-a-strange-loop.html","external_url":"https://www.flickr.com/photos/43693624@N07/36792960560","summary":"\"I have always thought the actions of men the best interpreters of their thoughts.\" – John Locke \"It is one of the commonest of mistakes to consider that…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","science","philosophy","drawing"],"content":"I Am A Strange Loop daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I have always thought the actions of men the best interpreters of their thoughts.\" – John Locke \"It is one of the commonest of mistakes to consider that…"},{"id":"artwork:37190223215","type":"artwork","title":"Closed // Open","url":"/artworks/37190223215-closed-open.html","external_url":"https://www.flickr.com/photos/43693624@N07/37190223215","summary":"\"Prudens quaestio dimidium scientiae.\" [To ask the proper question is half of knowing] – Roger Bacon (c. 1214 – 1294). \"Facts and theories are different…","year":"2017","domain":"Art","tags":["art","drawing","daniel","ari","friedman","danielarifriedman","art","science","philosophy","drawing"],"content":"Closed // Open daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Prudens quaestio dimidium scientiae.\" [To ask the proper question is half of knowing] – Roger Bacon (c. 1214 – 1294). \"Facts and theories are different…"},{"id":"artwork:36918532012","type":"artwork","title":"Mirror, Mirror....","url":"/artworks/36918532012-mirror-mirror.html","external_url":"https://www.flickr.com/photos/43693624@N07/36918532012","summary":"\"Words ought to be a little wild for they are the assault of thoughts on the unthinking.\" – John Maynard Keynes, New Statesman and Nation (15 July 1933)…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","art","creative","pen","ink","paper","black"],"content":"Mirror, Mirror.... draw drawing art creative pen ink paper black white red color letters writing words font cursive triangle yin yang yinyang balance love daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Words ought to be a little wild for they are the assault of thoughts on the unthinking.\" – John Maynard Keynes, New Statesman and Nation (15 July 1933)…"},{"id":"artwork:37089249135","type":"artwork","title":"Eclipse","url":"/artworks/37089249135-eclipse.html","external_url":"https://www.flickr.com/photos/43693624@N07/37089249135","summary":"\"Vi Veri Vniversum Vivus Vici\" [By the force of truth I have conquered the universe.] – Anonymous Latin motto \"In a race, the quickest runner can never…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","art","creative","pen","ink","paper","black"],"content":"Eclipse draw drawing art creative pen ink paper black white red color letters writing words font cursive eclipse solar lunar person total daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Vi Veri Vniversum Vivus Vici\" [By the force of truth I have conquered the universe.] – Anonymous Latin motto \"In a race, the quickest runner can never…"},{"id":"artwork:36692409970","type":"artwork","title":"Foraging (Foraging, Foraging, Foraging)","url":"/artworks/36692409970-foraging-foraging-foraging-foraging.html","external_url":"https://www.flickr.com/photos/43693624@N07/36692409970","summary":"\"Society attacks early, when the individual is helpless.\" – B.F. Skinner, 'Walden Two' (1948) \"When people talk of the Freedom of Writing, Speaking, or…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","art","creative","pen","ink","paper","black"],"content":"Foraging (Foraging, Foraging, Foraging) draw drawing art creative pen ink paper black white bw letters writing words font cursive foraging social insect mandala circle rotational symmetry daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Society attacks early, when the individual is helpless.\" – B.F. Skinner, 'Walden Two' (1948) \"When people talk of the Freedom of Writing, Speaking, or…"},{"id":"artwork:36275770763","type":"artwork","title":"Relationship (crosswinds)","url":"/artworks/36275770763-relationship-crosswinds.html","external_url":"https://www.flickr.com/photos/43693624@N07/36275770763","summary":"\"Without passion man is a mere latent force and possibility, like the flint which awaits the shock of the iron before it can give forth its spark.\"…","year":"2017","domain":"Art","tags":["art","drawing","relationship","man","woman","draw","drawing","art","creative","pen"],"content":"Relationship (crosswinds) relationship man woman draw drawing art creative pen ink paper black white red color letters writing words font cursive sex bodies body daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Without passion man is a mere latent force and possibility, like the flint which awaits the shock of the iron before it can give forth its spark.\"…"},{"id":"artwork:36900717136","type":"artwork","title":"Patience (in) All Things","url":"/artworks/36900717136-patience-in-all-things.html","external_url":"https://www.flickr.com/photos/43693624@N07/36900717136","summary":"It is not death that a man should fear, but never beginning to live. – Marcus Aurelius, 'Meditations' \"But let judgment run down as waters, and…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","art","creative","pen","ink","paper","black"],"content":"Patience (in) All Things draw drawing art creative pen ink paper black white red color letters writing words font cursive patience all things moral ethical spiritual daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch It is not death that a man should fear, but never beginning to live. – Marcus Aurelius, 'Meditations' \"But let judgment run down as waters, and…"},{"id":"artwork:36002195791","type":"artwork","title":"Looking In, Looking Out....","url":"/artworks/36002195791-looking-in-looking-out.html","external_url":"https://www.flickr.com/photos/43693624@N07/36002195791","summary":"\"Driven by the forces of love, the fragments of the world seek each other so that the world may come into being.\" – Pierre Teilhard de Chardin, 'The…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","draw","drawing","cartoon","philosophy","epigenetics","genetics"],"content":"Looking In, Looking Out.... art pen draw drawing cartoon philosophy epigenetics genetics daniel ari friedman danielarifriedman science paper ink creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Driven by the forces of love, the fragments of the world seek each other so that the world may come into being.\" – Pierre Teilhard de Chardin, 'The…"},{"id":"artwork:36095287516","type":"artwork","title":"Dip him in the river, he who loves water...","url":"/artworks/36095287516-dip-him-in-the-river-he-who-loves-water.html","external_url":"https://www.flickr.com/photos/43693624@N07/36095287516","summary":"\"If a man could pass through Paradise in a dream, and have a flower presented to him as a pledge that his soul had really been there, and if he found…","year":"2017","domain":"Art","tags":["art","drawing","william","will","blake","enlightened","dip","him","river","love"],"content":"Dip him in the river, he who loves water... william will blake enlightened dip him river love water wet art pen draw drawing cartoon philosophy epigenetics genetics daniel ari friedman danielarifriedman science paper ink creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"If a man could pass through Paradise in a dream, and have a flower presented to him as a pledge that his soul had really been there, and if he found…"},{"id":"artwork:36002194131","type":"artwork","title":"Phylogeny ∞ Ontogeny","url":"/artworks/36002194131-phylogeny-ontogeny.html","external_url":"https://www.flickr.com/photos/43693624@N07/36002194131","summary":"\"Keep me away from the wisdom which does not cry, the philosophy which does not laugh, and the greatness which does not bow before children.\" – Khalil…","year":"2017","domain":"Art","tags":["art","drawing","phylogeny","ontogeny","recapitulate","duality","biology","science","art","pen"],"content":"Phylogeny ∞ Ontogeny phylogeny ontogeny recapitulate duality biology science art pen draw drawing cartoon philosophy epigenetics genetics daniel ari friedman danielarifriedman paper ink creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Keep me away from the wisdom which does not cry, the philosophy which does not laugh, and the greatness which does not bow before children.\" – Khalil…"},{"id":"artwork:36136678255","type":"artwork","title":"Concepts are Cages","url":"/artworks/36136678255-concepts-are-cages.html","external_url":"https://www.flickr.com/photos/43693624@N07/36136678255","summary":"\"In your patience possess ye your souls.\" – Jesus Christ, Luke 21:19 (KJV). \"Perhaps I may risk this statement: The secret of the planetary predominance…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","draw","drawing","cartoon","philosophy","epigenetics","genetics"],"content":"Concepts are Cages art pen draw drawing cartoon philosophy epigenetics genetics daniel ari friedman danielarifriedman science paper ink creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"In your patience possess ye your souls.\" – Jesus Christ, Luke 21:19 (KJV). \"Perhaps I may risk this statement: The secret of the planetary predominance…"},{"id":"artwork:36136461465","type":"artwork","title":"Polyrhythmic","url":"/artworks/36136461465-polyrhythmic.html","external_url":"https://www.flickr.com/photos/43693624@N07/36136461465","summary":"\"To attribute the efficacy of prayers or of sacramental signs to their mere external performance, apart from the interior dispositions they demand, is to…","year":"2017","domain":"Art","tags":["art","drawing","music","sound","jazz","concert","classical","playing","poly","polyamory"],"content":"Polyrhythmic music sound jazz concert classical playing poly polyamory polyrhythm lisp common art pen draw drawing cartoon philosophy epigenetics genetics daniel ari friedman danielarifriedman science paper ink creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"To attribute the efficacy of prayers or of sacramental signs to their mere external performance, apart from the interior dispositions they demand, is to…"},{"id":"artwork:35316301660","type":"artwork","title":"Alternative Realities (Cryptocurrency)","url":"/artworks/35316301660-alternative-realities-cryptocurrency.html","external_url":"https://www.flickr.com/photos/43693624@N07/35316301660","summary":"\"Indifference to style ... is almost always symptomatic of the dogmatic sclerosis of content.\" – Theodor Adorno, \"Reconciliation under Duress\" (1977)…","year":"2017","domain":"Art","tags":["art","drawing","red","black","triangle","white","draw","drawing","detail","fine"],"content":"Alternative Realities (Cryptocurrency) red black triangle white draw drawing detail fine trippy psychedelic sex news politics color alternating alternate facts simple complex daniel ari friedman danielarifriedman art science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Indifference to style ... is almost always symptomatic of the dogmatic sclerosis of content.\" – Theodor Adorno, \"Reconciliation under Duress\" (1977)…"},{"id":"artwork:34862079784","type":"artwork","title":"Groovy","url":"/artworks/34862079784-groovy.html","external_url":"https://www.flickr.com/photos/43693624@N07/34862079784","summary":"\"Experience is the best of schoolmasters, only the school-fees are heavy.\" – Thomas Carlyle, Miscellaneous Essays, I, 137 (Ed. 1888) \"I think there's…","year":"2017","domain":"Art","tags":["art","drawing","red","black","groovy","font","text","writing","70s","1970s"],"content":"Groovy red black groovy font text writing 70s 1970s hippy hippie cursive daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Experience is the best of schoolmasters, only the school-fees are heavy.\" – Thomas Carlyle, Miscellaneous Essays, I, 137 (Ed. 1888) \"I think there's…"},{"id":"artwork:35534539912","type":"artwork","title":"Embodied Hand (The 4.5-fold Path)","url":"/artworks/35534539912-embodied-hand-the-4-5-fold-path.html","external_url":"https://www.flickr.com/photos/43693624@N07/35534539912","summary":"\"For me, abstraction is real, probably more real than nature. I'll go further and say that abstraction is nearer my heart. I prefer to see with closed…","year":"2017","domain":"Art","tags":["art","drawing","hand","lines","triangle","curve","left","right","line","detail"],"content":"Embodied Hand (The 4.5-fold Path) hand lines triangle curve left right line detail draw finger thumb hands grab grasp grok black white bw art drawing daniel ari friedman danielarifriedman science philosophy paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"For me, abstraction is real, probably more real than nature. I'll go further and say that abstraction is nearer my heart. I prefer to see with closed…"},{"id":"artwork:35532190786","type":"artwork","title":"Implicate order","url":"/artworks/35532190786-implicate-order.html","external_url":"https://www.flickr.com/photos/43693624@N07/35532190786","summary":"\"A man is born alone and dies alone; and he experiences the good and bad consequences of his karma alone.\" – Chanakya \"Coincidence is a pimp and a…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","art","creative","beautiful","black","white","red"],"content":"Implicate order draw drawing art creative beautiful black white red color spiral circle lines dots curve daniel ari friedman danielarifriedman science philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"A man is born alone and dies alone; and he experiences the good and bad consequences of his karma alone.\" – Chanakya \"Coincidence is a pimp and a…"},{"id":"artwork:35571002125","type":"artwork","title":"Like Lovers Do","url":"/artworks/35571002125-like-lovers-do.html","external_url":"https://www.flickr.com/photos/43693624@N07/35571002125","summary":"\"The thesis that the human being seeks God because of the disorder he perceives in himself does not take into account that the human being seems to…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","art","creative","beautiful","black","white","red"],"content":"Like Lovers Do draw drawing art creative beautiful black white red color man woman body self selfie couple partner relationship wedding marraige sex love sexy curves daniel ari friedman danielarifriedman science philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The thesis that the human being seeks God because of the disorder he perceives in himself does not take into account that the human being seems to…"},{"id":"artwork:35403022242","type":"artwork","title":"Colorblindness (red/green)","url":"/artworks/35403022242-colorblindness-red-green.html","external_url":"https://www.flickr.com/photos/43693624@N07/35403022242","summary":"\"It is not religion but revolution which is the opium of the people.\" – Simone Weil, 'Gravity and Grace' (1972). \"Literature should not be suppressed…","year":"2017","domain":"Art","tags":["art","drawing","font","letter","writing","word","handwriting","draw","drawing","art"],"content":"Colorblindness (red/green) font letter writing word handwriting draw drawing art creative beautiful black white red color green blind paradox dual duality daniel ari friedman danielarifriedman science philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"It is not religion but revolution which is the opium of the people.\" – Simone Weil, 'Gravity and Grace' (1972). \"Literature should not be suppressed…"},{"id":"artwork:35532189356","type":"artwork","title":"The Physiology of Sex","url":"/artworks/35532189356-the-physiology-of-sex.html","external_url":"https://www.flickr.com/photos/43693624@N07/35532189356","summary":"Tensioned -> relaxed -> recovery -> Rest -> ................. Rinse && Repeat. ~~~~~~~ \"Nothing tends to materialize man and to deprive his work of the…","year":"2017","domain":"Art","tags":["art","drawing","font","letter","writing","word","handwriting","draw","drawing","art"],"content":"The Physiology of Sex font letter writing word handwriting draw drawing art creative beautiful black white rest tension penis vagina recovery physiology sexual sex relax relaxed relationship daniel ari friedman danielarifriedman science philosophy orgasm paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Tensioned -> relaxed -> recovery -> Rest -> ................. Rinse && Repeat. ~~~~~~~ \"Nothing tends to materialize man and to deprive his work of the…"},{"id":"artwork:34567207834","type":"artwork","title":"Spill","url":"/artworks/34567207834-spill.html","external_url":"https://www.flickr.com/photos/43693624@N07/34567207834","summary":"\"All men are mortal. Socrates was mortal. Therefore, all men are Socrates.\" – Woody Allen, in 'Love and Death' \"Security is mostly a superstition. It…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","black","white","draw","paper","drawing","red"],"content":"Spill pen ink black white draw paper drawing red color line lines curve daniel ari friedman danielarifriedman art science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"All men are mortal. Socrates was mortal. Therefore, all men are Socrates.\" – Woody Allen, in 'Love and Death' \"Security is mostly a superstition. It…"},{"id":"artwork:35409967035","type":"artwork","title":"From Birth to Death through Life","url":"/artworks/35409967035-from-birth-to-death-through-life.html","external_url":"https://www.flickr.com/photos/43693624@N07/35409967035","summary":"\"The spider's touch, how exquisitely fine! Feels at each thread, and lives along the line.\" – Alexander Pope, 'An Essay on Man' \"I never knew any…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","black","white","draw","paper","drawing","birth"],"content":"From Birth to Death through Life pen ink black white draw paper drawing birth death life diagram philosophy cartoon time daniel ari friedman danielarifriedman art science creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"The spider's touch, how exquisitely fine! Feels at each thread, and lives along the line.\" – Alexander Pope, 'An Essay on Man' \"I never knew any…"},{"id":"artwork:35409636635","type":"artwork","title":"Asemic Writing","url":"/artworks/35409636635-asemic-writing.html","external_url":"https://www.flickr.com/photos/43693624@N07/35409636635","summary":"\"Everything in life is miraculous. For the sigil taught me that it rests within the power of each of us to awaken at will from a dragging nightmare of…","year":"2017","domain":"Art","tags":["art","drawing","asemic","writing","pen","ink","black","white","draw","paper"],"content":"Asemic Writing asemic writing pen ink black white draw paper drawing red color daniel ari friedman danielarifriedman art science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Everything in life is miraculous. For the sigil taught me that it rests within the power of each of us to awaken at will from a dragging nightmare of…"},{"id":"artwork:35409722425","type":"artwork","title":"Introvert / Extrovert","url":"/artworks/35409722425-introvert-extrovert.html","external_url":"https://www.flickr.com/photos/43693624@N07/35409722425","summary":"\"LO\" – First message transmitted via internet technology (29 October 1969). The first two letters of \"LOGIN\", after which one system crashed, before the…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","black","white","draw","paper","drawing","daniel"],"content":"Introvert / Extrovert pen ink black white draw paper drawing daniel ari friedman danielarifriedman art science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"LO\" – First message transmitted via internet technology (29 October 1969). The first two letters of \"LOGIN\", after which one system crashed, before the…"},{"id":"artwork:35409628515","type":"artwork","title":"Circle the Wagons","url":"/artworks/35409628515-circle-the-wagons.html","external_url":"https://www.flickr.com/photos/43693624@N07/35409628515","summary":"\"The sluggard craves and gets nothing, but the desires of the diligent are fully satisfied.\" – Proverbs 13:4 \"His speech was a fine sample, on the whole…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","black","white","draw","paper","drawing","red"],"content":"Circle the Wagons pen ink black white draw paper drawing red color daniel ari friedman danielarifriedman art science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The sluggard craves and gets nothing, but the desires of the diligent are fully satisfied.\" – Proverbs 13:4 \"His speech was a fine sample, on the whole…"},{"id":"artwork:35022833880","type":"artwork","title":"Spider, Sensed","url":"/artworks/35022833880-spider-sensed.html","external_url":"https://www.flickr.com/photos/43693624@N07/35022833880","summary":"\"I have learnt much from my teachers, more from my colleagues, and most from my students.\" – Rabbi Hanina [חנניא] \"However important it is that love…","year":"2017","domain":"Art","tags":["art","drawing","pen","ink","black","white","draw","paper","drawing","daniel"],"content":"Spider, Sensed pen ink black white draw paper drawing daniel ari friedman danielarifriedman art science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I have learnt much from my teachers, more from my colleagues, and most from my students.\" – Rabbi Hanina [חנניא] \"However important it is that love…"},{"id":"artwork:34567545434","type":"artwork","title":"Cellular Metabolism","url":"/artworks/34567545434-cellular-metabolism.html","external_url":"https://www.flickr.com/photos/43693624@N07/34567545434","summary":"\"India is doing great.\" – Donald Trump, January 27, 2016. \"India is the guru of the nations, the physician of the human soul in its profounder maladies…","year":"2017","domain":"Art","tags":["art","drawing","cell","line","curve","pen","ink","black","white","draw"],"content":"Cellular Metabolism cell line curve pen ink black white draw paper drawing triangle trigram daniel ari friedman danielarifriedman art science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"India is doing great.\" – Donald Trump, January 27, 2016. \"India is the guru of the nations, the physician of the human soul in its profounder maladies…"},{"id":"artwork:34291798383","type":"artwork","title":"Good Morning (...the mind rises...as the world sleeps...)","url":"/artworks/34291798383-good-morning-the-mind-rises-as-the-world-sleeps.html","external_url":"https://www.flickr.com/photos/43693624@N07/34291798383","summary":"~ Drawn with S.M. in SF ~ \"There is no religion higher than truth.\" – Motto of the Theosophical Society. \"The techniques of artificial intelligence are…","year":"2017","domain":"Art","tags":["art","drawing","good","morning","mind","rises","world","sleeps","art","draw"],"content":"Good Morning (...the mind rises...as the world sleeps...) good morning mind rises world sleeps art draw drawing creative red black white monochrome color contrast lines curve line music daniel ari friedman danielarifriedman science philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch ~ Drawn with S.M. in SF ~ \"There is no religion higher than truth.\" – Motto of the Theosophical Society. \"The techniques of artificial intelligence are…"},{"id":"artwork:34937157242","type":"artwork","title":"Self Anti-Portrait","url":"/artworks/34937157242-self-anti-portrait.html","external_url":"https://www.flickr.com/photos/43693624@N07/34937157242","summary":"\"Consider and act with reference to the true ends of existence. This world is but the vestibule of an immortal life. Every action of our lives touches on…","year":"2017","domain":"Art","tags":["art","drawing","face","hand","hands","mirror","selfie","self","art","draw"],"content":"Self Anti-Portrait face hand hands mirror selfie self art draw drawing creative red black white monochrome color contrast lines curve line music selfportrait portrait reflection heart person daniel ari friedman danielarifriedman science philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Consider and act with reference to the true ends of existence. This world is but the vestibule of an immortal life. Every action of our lives touches on…"},{"id":"artwork:35101843385","type":"artwork","title":"Theory of Evolution","url":"/artworks/35101843385-theory-of-evolution.html","external_url":"https://www.flickr.com/photos/43693624@N07/35101843385","summary":"\"Oh, who can tell, save he whose heart hath tried?\" – Lord Byron, 'The Corsair' (1814). \"An elephant can trumpet and shake the earth but not the…","year":"2017","domain":"Art","tags":["art","drawing","evolution","biology","science","art","words","letter","word","crazy"],"content":"Theory of Evolution evolution biology science art words letter word crazy writing handwriting hand draw drawing creative red black white monochrome color contrast lines curve line music epigenetic epigenetics gene allele bio bioart phenotype genotype transcriptome daniel ari friedman danielarifriedman philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Oh, who can tell, save he whose heart hath tried?\" – Lord Byron, 'The Corsair' (1814). \"An elephant can trumpet and shake the earth but not the…"},{"id":"artwork:34715317850","type":"artwork","title":"Network & Environment","url":"/artworks/34715317850-network-environment.html","external_url":"https://www.flickr.com/photos/43693624@N07/34715317850","summary":"\"What doesn't kill you makes you stranger.\" – The Joker (Heath Ledger), in Batman: 'The Dark Knight'. \"He always pictured himself a libertarian, which to…","year":"2017","domain":"Art","tags":["art","drawing","art","draw","drawing","creative","red","black","white","monochrome"],"content":"Network & Environment art draw drawing creative red black white monochrome color contrast lines curve line music daniel ari friedman danielarifriedman science philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"What doesn't kill you makes you stranger.\" – The Joker (Heath Ledger), in Batman: 'The Dark Knight'. \"He always pictured himself a libertarian, which to…"},{"id":"artwork:34291601023","type":"artwork","title":"The Chakra System","url":"/artworks/34291601023-the-chakra-system.html","external_url":"https://www.flickr.com/photos/43693624@N07/34291601023","summary":"\"Yoga exists in the world because everything is linked.\" – Desikachar. Dionysus: \"He who believes needs no explanation.\" Pentheus: \"What's the worth in…","year":"2017","domain":"Art","tags":["art","drawing","chakra","shakra","root","sacrum","sacral","solar","plexus","hear"],"content":"The Chakra System chakra shakra root sacrum sacral solar plexus hear throat mind third eye 3rd self hindu india meditate man human woman diagram cartoon religion art draw drawing creative black white bw lines curve line music daniel ari friedman danielarifriedman science philosophy paper pen ink artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Yoga exists in the world because everything is linked.\" – Desikachar. Dionysus: \"He who believes needs no explanation.\" Pentheus: \"What's the worth in…"},{"id":"artwork:34714936040","type":"artwork","title":"Glia-centrism (The Dao of Sash)","url":"/artworks/34714936040-glia-centrism-the-dao-of-sash.html","external_url":"https://www.flickr.com/photos/43693624@N07/34714936040","summary":"\"A typical neuron makes about ten thousand connections to neighboring neurons. Given the billions of neurons, this means there are as many connections in…","year":"2017","domain":"Art","tags":["art","drawing","glia","astrocyte","neuron","nervous","system","cell","type","biology"],"content":"Glia-centrism (The Dao of Sash) glia astrocyte neuron nervous system cell type biology science art synapse draw drawing creative red black white monochrome color contrast lines curve line music daniel ari friedman danielarifriedman philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"A typical neuron makes about ten thousand connections to neighboring neurons. Given the billions of neurons, this means there are as many connections in…"},{"id":"artwork:34291996013","type":"artwork","title":"Reflection (Ethereum)","url":"/artworks/34291996013-reflection-ethereum.html","external_url":"https://www.flickr.com/photos/43693624@N07/34291996013","summary":"\"And so, brothers and sisters, I could not speak to you as spiritual people, but rather as people of the flesh, as infants in Christ. I fed you with…","year":"2017","domain":"Art","tags":["art","drawing","art","draw","drawing","creative","red","black","white","monochrome"],"content":"Reflection (Ethereum) art draw drawing creative red black white monochrome color contrast lines curve line music daniel ari friedman danielarifriedman science philosophy paper pen ink artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"And so, brothers and sisters, I could not speak to you as spiritual people, but rather as people of the flesh, as infants in Christ. I fed you with…"},{"id":"artwork:34863659151","type":"artwork","title":"Group Consciousness","url":"/artworks/34863659151-group-consciousness.html","external_url":"https://www.flickr.com/photos/43693624@N07/34863659151","summary":"\"Row, row, row your boat, Gently down the stream. Merrily, merrily, merrily, merrily, Life is but a dream.\" – Anonymous folk song \"All mankind is from…","year":"2017","domain":"Art","tags":["art","drawing","pen","paper","ink","art","drawing","draw","hand","person"],"content":"Group Consciousness pen paper ink art drawing draw hand person mind self daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Row, row, row your boat, Gently down the stream. Merrily, merrily, merrily, merrily, Life is but a dream.\" – Anonymous folk song \"All mankind is from…"},{"id":"artwork:34608362900","type":"artwork","title":"Paper Is A Natural Artefact","url":"/artworks/34608362900-paper-is-a-natural-artefact.html","external_url":"https://www.flickr.com/photos/43693624@N07/34608362900","summary":"paper is a natural artefact, like hair, teeth, nails, or bone, and should be treated as such. ~~~~~~~~~~~~~~ \"The house is a castle which the King cannot…","year":"2017","domain":"Art","tags":["art","drawing","pen","paper","ink","art","drawing","draw","hand","person"],"content":"Paper Is A Natural Artefact pen paper ink art drawing draw hand person mind self daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch paper is a natural artefact, like hair, teeth, nails, or bone, and should be treated as such. ~~~~~~~~~~~~~~ \"The house is a castle which the King cannot…"},{"id":"artwork:34185183323","type":"artwork","title":"Shifting Balance","url":"/artworks/34185183323-shifting-balance.html","external_url":"https://www.flickr.com/photos/43693624@N07/34185183323","summary":"\"Every believer is God's miracle.\" – Philip James Bailey, 'Festus' (1813). \"Admiration, n. Our polite recognition of another's resemblance to ourselves.\"…","year":"2017","domain":"Art","tags":["art","drawing","pen","paper","ink","art","drawing","draw","hand","person"],"content":"Shifting Balance pen paper ink art drawing draw hand person mind self daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Every believer is God's miracle.\" – Philip James Bailey, 'Festus' (1813). \"Admiration, n. Our polite recognition of another's resemblance to ourselves.\"…"},{"id":"artwork:34863790901","type":"artwork","title":"Distortion (love is naught, if not self-distorting)","url":"/artworks/34863790901-distortion-love-is-naught-if-not-self-distorting.html","external_url":"https://www.flickr.com/photos/43693624@N07/34863790901","summary":"\"I mix them with my brains, sir.\" – John Opie, when asked with what he mixed his colors. \"What I cannot do now is the sign of what I shall do hereafter.\"…","year":"2017","domain":"Art","tags":["art","drawing","pen","paper","ink","art","drawing","draw","hand","person"],"content":"Distortion (love is naught, if not self-distorting) pen paper ink art drawing draw hand person mind self distortion love naught daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I mix them with my brains, sir.\" – John Opie, when asked with what he mixed his colors. \"What I cannot do now is the sign of what I shall do hereafter.\"…"},{"id":"artwork:34848927676","type":"artwork","title":"Crossfade","url":"/artworks/34848927676-crossfade.html","external_url":"https://www.flickr.com/photos/43693624@N07/34848927676","summary":"\"The fox knows many things, but the hedgehog one big one.\" – Archilochus, in Plutarch's 'Moralia'. \"But ask now the beasts, and they shall teach thee…","year":"2017","domain":"Art","tags":["art","drawing","red","color","art","pen","draw","paper","white","black"],"content":"Crossfade red color art pen draw paper white black daniel ari friedman danielarifriedman science philosophy drawing ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The fox knows many things, but the hedgehog one big one.\" – Archilochus, in Plutarch's 'Moralia'. \"But ask now the beasts, and they shall teach thee…"},{"id":"artwork:34888635915","type":"artwork","title":"Skinner & Bones","url":"/artworks/34888635915-skinner-bones.html","external_url":"https://www.flickr.com/photos/43693624@N07/34888635915","summary":"\"Let men be happy, informed, skillful, well behaved, and productive.\" \"I do not admire myself as a person. My successes do not override my shortcomings.\"…","year":"2017","domain":"Art","tags":["art","drawing","book","page","yellow","color","bf","skinner","behavior","behavioralism"],"content":"Skinner & Bones book page yellow color bf skinner behavior behavioralism psychology ripped torn art pen draw paper white black beyond freedom dignity daniel ari friedman danielarifriedman science philosophy drawing ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Let men be happy, informed, skillful, well behaved, and productive.\" \"I do not admire myself as a person. My successes do not override my shortcomings.\"…"},{"id":"artwork:34889005585","type":"artwork","title":"Power","url":"/artworks/34889005585-power.html","external_url":"https://www.flickr.com/photos/43693624@N07/34889005585","summary":"\"They who know the truth are not equal to those who love it, and they who love it are not equal to those who delight in it.\" – Confucius, 'Analects'…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","draw","paper","white","black","meditation","lotus"],"content":"Power art pen draw paper white black meditation lotus sit sitting person man woman spirit divine daniel ari friedman danielarifriedman science philosophy drawing ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"They who know the truth are not equal to those who love it, and they who love it are not equal to those who delight in it.\" – Confucius, 'Analects'…"},{"id":"artwork:34078475073","type":"artwork","title":"Yellow","url":"/artworks/34078475073-yellow.html","external_url":"https://www.flickr.com/photos/43693624@N07/34078475073","summary":"The question actors most often get asked is how they can bear saying the same things over and over again night after night, but God knows the answer to…","year":"2017","domain":"Art","tags":["art","drawing","yellow","color","art","pen","draw","paper","white","black"],"content":"Yellow yellow color art pen draw paper white black chaos wild crazy intense cluttered busy mesy daniel ari friedman danielarifriedman science philosophy drawing ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The question actors most often get asked is how they can bear saying the same things over and over again night after night, but God knows the answer to…"},{"id":"artwork:34757504901","type":"artwork","title":"Energy Lattice","url":"/artworks/34757504901-energy-lattice.html","external_url":"https://www.flickr.com/photos/43693624@N07/34757504901","summary":"\"Thus happiness depends, as Nature shows, Less on exterior things than most suppose.\" – William Cowper in Table Talk (1817) \"While there is a lower…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","draw","paper","white","black","simple","minimalism"],"content":"Energy Lattice art pen draw paper white black simple minimalism minimalist dots lines grid trippy daniel ari friedman danielarifriedman science philosophy drawing ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Thus happiness depends, as Nature shows, Less on exterior things than most suppose.\" – William Cowper in Table Talk (1817) \"While there is a lower…"},{"id":"artwork:34725471382","type":"artwork","title":"Tearing Up","url":"/artworks/34725471382-tearing-up.html","external_url":"https://www.flickr.com/photos/43693624@N07/34725471382","summary":"\"Vanity not only distances us from God: it makes us look ridiculous.\" – Pope Francis, October 31, 2015. \"’Curiouser and curiouser!’ Cried Alice (she was…","year":"2017","domain":"Art","tags":["art","drawing","red","color","yellow","ripped","torn","art","pen","draw"],"content":"Tearing Up red color yellow ripped torn art pen draw paper white black daniel ari friedman danielarifriedman science philosophy drawing ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Vanity not only distances us from God: it makes us look ridiculous.\" – Pope Francis, October 31, 2015. \"’Curiouser and curiouser!’ Cried Alice (she was…"},{"id":"artwork:34078549923","type":"artwork","title":"Twenty Nine (29)","url":"/artworks/34078549923-twenty-nine-29.html","external_url":"https://www.flickr.com/photos/43693624@N07/34078549923","summary":"\"It is, Sir, as I have said, a small college. And yet there are those who love it!\" – Daniel Webster, Oral argument before the Supreme Court of the…","year":"2017","domain":"Art","tags":["art","drawing","twentynine","twenty","nine","29","art","pen","draw","paper"],"content":"Twenty Nine (29) twentynine twenty nine 29 art pen draw paper white black daniel ari friedman danielarifriedman science philosophy drawing ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"It is, Sir, as I have said, a small college. And yet there are those who love it!\" – Daniel Webster, Oral argument before the Supreme Court of the…"},{"id":"artwork:34551948091","type":"artwork","title":"Design // Thinking","url":"/artworks/34551948091-design-thinking.html","external_url":"https://www.flickr.com/photos/43693624@N07/34551948091","summary":"\"The Nation that destroys its soil destroys itself.\" – Franklin D. Roosevelt, 1937. \"I would gladly wander in Paradise, But it is far away and there is…","year":"2017","domain":"Art","tags":["art","drawing","pattern","black","white","repeat","trippy","tear","torn","triangle"],"content":"Design // Thinking pattern black white repeat trippy tear torn triangle floor bw daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The Nation that destroys its soil destroys itself.\" – Franklin D. Roosevelt, 1937. \"I would gladly wander in Paradise, But it is far away and there is…"},{"id":"artwork:34297853980","type":"artwork","title":"Careful Preparation","url":"/artworks/34297853980-careful-preparation.html","external_url":"https://www.flickr.com/photos/43693624@N07/34297853980","summary":"\"In a world where everyone is a publisher, no one is an editor and that is the danger we face today.\" – Scott Pelley \"Still achieving, still pursuing…","year":"2017","domain":"Art","tags":["art","drawing","red","black","white","bw","daniel","ari","friedman","danielarifriedman"],"content":"Careful Preparation red black white bw daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"In a world where everyone is a publisher, no one is an editor and that is the danger we face today.\" – Scott Pelley \"Still achieving, still pursuing…"},{"id":"artwork:34551870411","type":"artwork","title":"Tensegrity","url":"/artworks/34551870411-tensegrity.html","external_url":"https://www.flickr.com/photos/43693624@N07/34551870411","summary":"\"Possunt, quia posse videntur.\" [They are able because they think they are able.] – Virgil, Æneid \"Fellowship in joy, not sympathy in sorrow, is what…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","daniel","ari","friedman","danielarifriedman","art"],"content":"Tensegrity black white bw daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Possunt, quia posse videntur.\" [They are able because they think they are able.] – Virgil, Æneid \"Fellowship in joy, not sympathy in sorrow, is what…"},{"id":"artwork:34552040531","type":"artwork","title":"Nature & Nurture (Genetic Holism)","url":"/artworks/34552040531-nature-nurture-genetic-holism.html","external_url":"https://www.flickr.com/photos/43693624@N07/34552040531","summary":"In this drawing, the scientist (at bottom left) is studying a \"gene\". In their depiction of the \"gene\", the scientist neglects to represent the fact that…","year":"2017","domain":"Art","tags":["art","drawing","nature","nurture","genetics","epigenetics","gene","allele","population","evolution"],"content":"Nature & Nurture (Genetic Holism) nature nurture genetics epigenetics gene allele population evolution biology bio model science sciart black white bw red infinity mobius drawing canvas artist study daniel ari friedman danielarifriedman art philosophy draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch In this drawing, the scientist (at bottom left) is studying a \"gene\". In their depiction of the \"gene\", the scientist neglects to represent the fact that…"},{"id":"artwork:34551818301","type":"artwork","title":"Positive and Negative Feedback","url":"/artworks/34551818301-positive-and-negative-feedback.html","external_url":"https://www.flickr.com/photos/43693624@N07/34551818301","summary":"\"Dance you shall,” said he, “dance in your red shoes till you are pale and cold, till your skin shrivels up and you are a skeleton! Dance you shall, from…","year":"2017","domain":"Art","tags":["art","drawing","positive","negative","feedback","control","dynamics","theory","black","white"],"content":"Positive and Negative Feedback positive negative feedback control dynamics theory black white bw daniel ari friedman danielarifriedman art science philosophy drawing draw paper pen ink creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Dance you shall,” said he, “dance in your red shoes till you are pale and cold, till your skin shrivels up and you are a skeleton! Dance you shall, from…"},{"id":"artwork:34248501690","type":"artwork","title":"To a Student...","url":"/artworks/34248501690-to-a-student.html","external_url":"https://www.flickr.com/photos/43693624@N07/34248501690","summary":"\"To a Student\" POEMS ARE ANGELS come to bring you the letter you wdn’t sign for earlier, when it was delivered by yr life – Diane di Prima…","year":"2017","domain":"Art","tags":["art","drawing","let","me","tell","you","story","eight","8","number"],"content":"To a Student... let me tell you story eight 8 number life person child adult chromatin pattern trippy cartoon body philosophy daniel ari friedman danielarifriedman art science drawing draw paper pen ink creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"To a Student\" POEMS ARE ANGELS come to bring you the letter you wdn’t sign for earlier, when it was delivered by yr life – Diane di Prima…"},{"id":"artwork:34478699016","type":"artwork","title":"Magic Wand","url":"/artworks/34478699016-magic-wand.html","external_url":"https://www.flickr.com/photos/43693624@N07/34478699016","summary":"​\"​A universal love is not only psychologically possible; it is the only complete and final way in which we are able to love.​\"​ —​ Pierre Teilhard de…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","black","white","detailed"],"content":"Magic Wand art pen paper ink draw black white detailed daniel ari friedman danielarifriedman science philosophy drawing creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch ​\"​A universal love is not only psychologically possible; it is the only complete and final way in which we are able to love.​\"​ —​ Pierre Teilhard de…"},{"id":"artwork:34134172680","type":"artwork","title":"Passionate Love","url":"/artworks/34134172680-passionate-love.html","external_url":"https://www.flickr.com/photos/43693624@N07/34134172680","summary":"\"My chief desire is to link myself to you week by week by bonds which shall become ever more intimate and profound.\" — Winston Churchill​,​ to his wife…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","black","white","red"],"content":"Passionate Love art pen paper ink draw black white red passion fire intimate bdsm five daniel ari friedman danielarifriedman science philosophy drawing creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"My chief desire is to link myself to you week by week by bonds which shall become ever more intimate and profound.\" — Winston Churchill​,​ to his wife…"},{"id":"artwork:34478698636","type":"artwork","title":"Closer...","url":"/artworks/34478698636-closer.html","external_url":"https://www.flickr.com/photos/43693624@N07/34478698636","summary":"\"אַ שפּראַך איז אַ דיאַלעקט מיט אַן אַרמיי און פֿלאָט​\" [A language is a dialect with an army and navy​.]​ —​ ​Max Weinreich ​\"​Your intelligence often…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","black","white","5"],"content":"Closer... art pen paper ink draw black white 5 five pentagram pentagon dots daniel ari friedman danielarifriedman science philosophy drawing creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"אַ שפּראַך איז אַ דיאַלעקט מיט אַן אַרמיי און פֿלאָט​\" [A language is a dialect with an army and navy​.]​ —​ ​Max Weinreich ​\"​Your intelligence often…"},{"id":"artwork:34478697896","type":"artwork","title":"Space, Plane, Line, Point","url":"/artworks/34478697896-space-plane-line-point.html","external_url":"https://www.flickr.com/photos/43693624@N07/34478697896","summary":"​\"​'Tis strange the mind, that very fiery particle, Should let itself be snuff'd out by an article.​\"​ —​ ​​Lord Byron, Don Juan (1818-24) \"At that time…","year":"2017","domain":"Art","tags":["art","drawing","space","line","plane","kandinsky","modern","art","pen","paper"],"content":"Space, Plane, Line, Point space line plane kandinsky modern art pen paper ink draw black white red geometry algebra progression daniel ari friedman danielarifriedman science philosophy drawing creative artistic topology mathematics cartoon freehand freedraw craft illustration doodle sketch ​\"​'Tis strange the mind, that very fiery particle, Should let itself be snuff'd out by an article.​\"​ —​ ​​Lord Byron, Don Juan (1818-24) \"At that time…"},{"id":"artwork:34359079132","type":"artwork","title":"Blobfish","url":"/artworks/34359079132-blobfish.html","external_url":"https://www.flickr.com/photos/43693624@N07/34359079132","summary":"\"But the speed was power, and the speed was joy, and the speed was pure beauty.\" ​ ​—Richard Bach, ​'​Jonathan Livingston Seagull​'​ (1970). \"Systems…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","black","white","silver"],"content":"Blobfish art pen paper ink draw black white silver gold lattice lines trail blob metal alchemy daniel ari friedman danielarifriedman science philosophy drawing creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"But the speed was power, and the speed was joy, and the speed was pure beauty.\" ​ ​—Richard Bach, ​'​Jonathan Livingston Seagull​'​ (1970). \"Systems…"},{"id":"artwork:34478698666","type":"artwork","title":"Myself In You","url":"/artworks/34478698666-myself-in-you.html","external_url":"https://www.flickr.com/photos/43693624@N07/34478698666","summary":"​\"​Mind is the first and most direct thing in our experience; all else is remote inference.​\"​ —​ ​Arthur Eddington, Science and the Unseen World (1929)…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","black","white","red"],"content":"Myself In You art pen paper ink draw black white red body man women person homo sapiens human outline cartoon half self daniel ari friedman danielarifriedman science philosophy drawing creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch ​\"​Mind is the first and most direct thing in our experience; all else is remote inference.​\"​ —​ ​Arthur Eddington, Science and the Unseen World (1929)…"},{"id":"artwork:33570700144","type":"artwork","title":"Archipelago","url":"/artworks/33570700144-archipelago.html","external_url":"https://www.flickr.com/photos/43693624@N07/33570700144","summary":"\"The more complex the mind, the greater the need for the simplicity of play\" – Captain Kirk, in 'Star Trek: The Original Series' \"They were renewed by…","year":"2017","domain":"Art","tags":["art","drawing","black","white","pen","ink","contrast","art","creative","paper"],"content":"Archipelago black white pen ink contrast art creative paper drawing draw bw daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The more complex the mind, the greater the need for the simplicity of play\" – Captain Kirk, in 'Star Trek: The Original Series' \"They were renewed by…"},{"id":"artwork:34253435812","type":"artwork","title":"Driving (Focus!)","url":"/artworks/34253435812-driving-focus.html","external_url":"https://www.flickr.com/photos/43693624@N07/34253435812","summary":"\"Mystics understand the roots of the Tao but not its branches; scientists understand its branches but not its roots. Science does not need mysticism and…","year":"2017","domain":"Art","tags":["art","drawing","black","white","pen","ink","contrast","art","creative","paper"],"content":"Driving (Focus!) black white pen ink contrast art creative paper drawing draw left right driving drive car freeway road highway travel self circle gas brake engine focus bw text font words letters lettering cartoon person man woman toyota camry tesla combustion fuel daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Mystics understand the roots of the Tao but not its branches; scientists understand its branches but not its roots. Science does not need mysticism and…"},{"id":"artwork:34253434222","type":"artwork","title":"Cellular Inspiration","url":"/artworks/34253434222-cellular-inspiration.html","external_url":"https://www.flickr.com/photos/43693624@N07/34253434222","summary":"Tatiana Romanova: \"The mechanism is... Oh, James, James... Will you make love to me all the time in England?\" James Bond: \"Day and night. Go on about the…","year":"2017","domain":"Art","tags":["art","drawing","red","color","black","white","pen","ink","contrast","art"],"content":"Cellular Inspiration red color black white pen ink contrast art creative paper drawing draw daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Tatiana Romanova: \"The mechanism is... Oh, James, James... Will you make love to me all the time in England?\" James Bond: \"Day and night. Go on about the…"},{"id":"artwork:34253434812","type":"artwork","title":"Digital Love","url":"/artworks/34253434812-digital-love.html","external_url":"https://www.flickr.com/photos/43693624@N07/34253434812","summary":"\"Politics is supposed to be the second oldest profession. I have come to realize that it bears a very close resemblance to the first.\" – Ronald Reagan…","year":"2017","domain":"Art","tags":["art","drawing","black","white","pen","ink","contrast","art","creative","paper"],"content":"Digital Love black white pen ink contrast art creative paper drawing draw bw daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Politics is supposed to be the second oldest profession. I have come to realize that it bears a very close resemblance to the first.\" – Ronald Reagan…"},{"id":"artwork:33602847533","type":"artwork","title":"Synapse City","url":"/artworks/33602847533-synapse-city.html","external_url":"https://www.flickr.com/photos/43693624@N07/33602847533","summary":"\"Every stage of education begins with childhood. That is why the most educated person on earth so much resembles a child.\" – Novalis \"A consistent…","year":"2017","domain":"Art","tags":["art","drawing","black","white","pen","ink","contrast","art","creative","paper"],"content":"Synapse City black white pen ink contrast art creative paper drawing draw bw brain neuro neuroscience synapse neuron glia cell mind biology evolution sciart japanese chinese blot spot process splatter bukakke dopamine serotonin gaba choline octopamine tyramine daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Every stage of education begins with childhood. That is why the most educated person on earth so much resembles a child.\" – Novalis \"A consistent…"},{"id":"artwork:34281971711","type":"artwork","title":"Rapid Cycling","url":"/artworks/34281971711-rapid-cycling.html","external_url":"https://www.flickr.com/photos/43693624@N07/34281971711","summary":"\"Mind is infinite and self-ruled, and is mixed with nothing, but is alone itself by itself.\" – Anaxagoras \"I need no warrant for being, and no word of…","year":"2017","domain":"Art","tags":["art","drawing","red","color","black","white","pen","ink","contrast","art"],"content":"Rapid Cycling red color black white pen ink contrast art creative paper drawing draw curl body person man woman cartoon daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Mind is infinite and self-ruled, and is mixed with nothing, but is alone itself by itself.\" – Anaxagoras \"I need no warrant for being, and no word of…"},{"id":"artwork:34253435142","type":"artwork","title":"Starry Night","url":"/artworks/34253435142-starry-night.html","external_url":"https://www.flickr.com/photos/43693624@N07/34253435142","summary":"“Strategy without tactics is the slowest route to victory. Tactics without strategy is the noise before defeat.” – Sun Tzu, The Art of War \"Genius is not…","year":"2017","domain":"Art","tags":["art","drawing","black","white","pen","ink","contrast","art","creative","paper"],"content":"Starry Night black white pen ink contrast art creative paper drawing draw bw star 5 dots curve line daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Strategy without tactics is the slowest route to victory. Tactics without strategy is the noise before defeat.” – Sun Tzu, The Art of War \"Genius is not…"},{"id":"artwork:33369650213","type":"artwork","title":"Emergence","url":"/artworks/33369650213-emergence.html","external_url":"https://www.flickr.com/photos/43693624@N07/33369650213","summary":"\"Oh, who can tell, save he whose heart hath tried?\" – Lord Byron, The Corsair (1814). \"Something in the way she moves attracts me like no other lover…\"…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","pen","ink","paper","drawing","draw"],"content":"Emergence black white bw pen ink paper drawing draw cartoon science art contrast creative commons california stanford san francisco daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Oh, who can tell, save he whose heart hath tried?\" – Lord Byron, The Corsair (1814). \"Something in the way she moves attracts me like no other lover…\"…"},{"id":"artwork:33369481353","type":"artwork","title":"Elemental Composition","url":"/artworks/33369481353-elemental-composition.html","external_url":"https://www.flickr.com/photos/43693624@N07/33369481353","summary":"\"A man's reach must exceed his grasp or what's a metaphor? – Marshall McLuhan, 'Understanding Media' (1964). \"In these days the angel of topology and the…","year":"2017","domain":"Art","tags":["art","drawing","red","black","white","bw","pen","ink","paper","drawing"],"content":"Elemental Composition red black white bw pen ink paper drawing draw cartoon science art contrast creative commons california stanford san francisco four elements fire earth air water ether space 4 daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"A man's reach must exceed his grasp or what's a metaphor? – Marshall McLuhan, 'Understanding Media' (1964). \"In these days the angel of topology and the…"},{"id":"artwork:34140417916","type":"artwork","title":"Horse Play","url":"/artworks/34140417916-horse-play.html","external_url":"https://www.flickr.com/photos/43693624@N07/34140417916","summary":"\"We must no more ask whether the soul and body are one than ask whether the wax and the figure impressed on it are one.\" – Aristotle \"Information is not…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","pen","ink","drawing","draw","cartoon"],"content":"Horse Play black white bw pen ink drawing draw cartoon science art contrast creative commons california stanford san francisco paper horse walk move daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"We must no more ask whether the soul and body are one than ask whether the wax and the figure impressed on it are one.\" – Aristotle \"Information is not…"},{"id":"artwork:33667939552","type":"artwork","title":"Troika","url":"/artworks/33667939552-troika.html","external_url":"https://www.flickr.com/photos/43693624@N07/33667939552","summary":"\"In a consumer society there are inevitably two kinds of slaves: the prisoners of addiction and the prisoners of envy.\" ​​–​ Ivan Illich, 'Tools for…","year":"2017","domain":"Art","tags":["art","drawing","bw","art","drawing","draw","creative","cartoon","pen","paper"],"content":"Troika bw art drawing draw creative cartoon pen paper ink sketch line point curve abstract philosophy science biology troika symbol black white contrast beautiful light dark darkness shadow daniel ari friedman danielarifriedman artistic geometry topology mathematics freehand freedraw craft illustration doodle \"In a consumer society there are inevitably two kinds of slaves: the prisoners of addiction and the prisoners of envy.\" ​​–​ Ivan Illich, 'Tools for…"},{"id":"artwork:33694649391","type":"artwork","title":"Psychedelic Sludge","url":"/artworks/33694649391-psychedelic-sludge.html","external_url":"https://www.flickr.com/photos/43693624@N07/33694649391","summary":"​\"Art is magic delivered from the lie of being truth.\" ​​– Theodor Adorno in​ ​​'​Minima Moralia​'​​ ​(1951)​.​ ​\"Civilization advances by extending the…","year":"2017","domain":"Art","tags":["art","drawing","red","color","art","drawing","draw","creative","cartoon","pen"],"content":"Psychedelic Sludge red color art drawing draw creative cartoon pen paper ink sketch line point curve abstract philosophy science biology symbol black white contrast beautiful light dark darkness shadow paisley pattern design graphic daniel ari friedman danielarifriedman artistic geometry topology mathematics freehand freedraw craft illustration doodle ​\"Art is magic delivered from the lie of being truth.\" ​​– Theodor Adorno in​ ​​'​Minima Moralia​'​​ ​(1951)​.​ ​\"Civilization advances by extending the…"},{"id":"artwork:33010735993","type":"artwork","title":"Overlap","url":"/artworks/33010735993-overlap.html","external_url":"https://www.flickr.com/photos/43693624@N07/33010735993","summary":"\"The disease having been caused by allowing cleverness to displace wisdom, no amount of clever research is likely to produce a cure.\" – E. F. Schumacher…","year":"2017","domain":"Art","tags":["art","drawing","red","color","art","drawing","draw","creative","cartoon","pen"],"content":"Overlap red color art drawing draw creative cartoon pen paper ink sketch line point curve abstract philosophy science biology symbol black white contrast beautiful light dark darkness shadow daniel ari friedman danielarifriedman artistic geometry topology mathematics freehand freedraw craft illustration doodle \"The disease having been caused by allowing cleverness to displace wisdom, no amount of clever research is likely to produce a cure.\" – E. F. Schumacher…"},{"id":"artwork:33439116410","type":"artwork","title":"Cytoskeleton","url":"/artworks/33439116410-cytoskeleton.html","external_url":"https://www.flickr.com/photos/43693624@N07/33439116410","summary":"​\"The market does not exist in the pure state. It is shaped by the cultural configurations which define it and give it direction.\" –Pope Benedict XVI…","year":"2017","domain":"Art","tags":["art","drawing","bw","art","drawing","draw","creative","cartoon","pen","paper"],"content":"Cytoskeleton bw art drawing draw creative cartoon pen paper ink sketch line point curve abstract philosophy science biology symbol black white contrast beautiful light dark darkness shadow brain bio ecology evolution daniel ari friedman danielarifriedman artistic geometry topology mathematics freehand freedraw craft illustration doodle ​\"The market does not exist in the pure state. It is shaped by the cultural configurations which define it and give it direction.\" –Pope Benedict XVI…"},{"id":"artwork:33694649891","type":"artwork","title":"Neuroanatomy","url":"/artworks/33694649891-neuroanatomy.html","external_url":"https://www.flickr.com/photos/43693624@N07/33694649891","summary":"\"Brain, n. An apparatus with which we think we think.\" ​​– Ambrose Bierce, 'The Devil's Dictionary'. \"As long as our brain is a mystery, the universe…","year":"2017","domain":"Art","tags":["art","drawing","red","green","color","art","drawing","draw","creative","cartoon"],"content":"Neuroanatomy red green color art drawing draw creative cartoon pen paper ink sketch line point curve abstract philosophy science biology symbol black white contrast beautiful light dark darkness shadow brain neuro neuroscience evolution ecology ecoevo development bio life sciart mind self daniel ari friedman danielarifriedman artistic geometry topology mathematics freehand freedraw craft illustration doodle \"Brain, n. An apparatus with which we think we think.\" ​​– Ambrose Bierce, 'The Devil's Dictionary'. \"As long as our brain is a mystery, the universe…"},{"id":"artwork:33824145905","type":"artwork","title":"Begin With The End In Mind","url":"/artworks/33824145905-begin-with-the-end-in-mind.html","external_url":"https://www.flickr.com/photos/43693624@N07/33824145905","summary":"\"Arithmetic! Algebra! Geometry! Grandiose trinity! Luminous triangle! Whoever has not known you is without sense!\" — Comte de Lautreamont \"I got a random…","year":"2017","domain":"Art","tags":["art","drawing","red","color","art","drawing","draw","creative","cartoon","pen"],"content":"Begin With The End In Mind red color art drawing draw creative cartoon pen paper ink sketch line point curve abstract philosophy science biology symbol black white contrast beautiful light dark darkness shadow daniel ari friedman danielarifriedman artistic geometry topology mathematics freehand freedraw craft illustration doodle \"Arithmetic! Algebra! Geometry! Grandiose trinity! Luminous triangle! Whoever has not known you is without sense!\" — Comte de Lautreamont \"I got a random…"},{"id":"artwork:33437937122","type":"artwork","title":"Ethereal vs. Material","url":"/artworks/33437937122-ethereal-vs-material.html","external_url":"https://www.flickr.com/photos/43693624@N07/33437937122","summary":"\"Death not merely ends life, it also bestows upon it a silent completeness, snatched from the hazardous flux to which all things human are subject.\"…","year":"2017","domain":"Art","tags":["art","drawing","pen","draw","drawing","art","creative","ink","paper","design"],"content":"Ethereal vs. Material pen draw drawing art creative ink paper design graphic red black white contrast daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Death not merely ends life, it also bestows upon it a silent completeness, snatched from the hazardous flux to which all things human are subject.\"…"},{"id":"artwork:33594346975","type":"artwork","title":"\"Who Am I?\"","url":"/artworks/33594346975-who-am-i.html","external_url":"https://www.flickr.com/photos/43693624@N07/33594346975","summary":"\"None preaches better than the ant, and she says nothing.\" — Benjamin Franklin, Poor Richard's Almanack (1736). \"There are no passengers on Spaceship…","year":"2017","domain":"Art","tags":["art","drawing","pen","drawing","art","creative","ink","paper","design","graphic"],"content":"\"Who Am I?\" pen drawing art creative ink paper design graphic cursive font letters words letter word question paradox riddle draw writing lettering daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"None preaches better than the ant, and she says nothing.\" — Benjamin Franklin, Poor Richard's Almanack (1736). \"There are no passengers on Spaceship…"},{"id":"artwork:33211353290","type":"artwork","title":"Space & Time","url":"/artworks/33211353290-space-time.html","external_url":"https://www.flickr.com/photos/43693624@N07/33211353290","summary":"\"Love is my true identity. Selflessness is my true self. Love is my true character. Love is my name.\" — Thomas Merton, 'Seeds of Contemplation' (1949)…","year":"2017","domain":"Art","tags":["art","drawing","pen","draw","drawing","art","creative","ink","paper","design"],"content":"Space & Time pen draw drawing art creative ink paper design graphic red black white contrast daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Love is my true identity. Selflessness is my true self. Love is my true character. Love is my name.\" — Thomas Merton, 'Seeds of Contemplation' (1949)…"},{"id":"artwork:32751831674","type":"artwork","title":"Conspiracy","url":"/artworks/32751831674-conspiracy.html","external_url":"https://www.flickr.com/photos/43693624@N07/32751831674","summary":"\"In my opinion, the King's Gambit is busted. It loses by force.” — Bobby Fischer \"It is difficult to play against Einstein’s theory.\" — Mikhail Tal…","year":"2017","domain":"Art","tags":["art","drawing","pen","draw","drawing","art","creative","ink","paper","design"],"content":"Conspiracy pen draw drawing art creative ink paper design graphic red black white contrast daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"In my opinion, the King's Gambit is busted. It loses by force.” — Bobby Fischer \"It is difficult to play against Einstein’s theory.\" — Mikhail Tal…"},{"id":"artwork:33211352150","type":"artwork","title":"is evolution predictable?","url":"/artworks/33211352150-is-evolution-predictable.html","external_url":"https://www.flickr.com/photos/43693624@N07/33211352150","summary":"\"But let judgment run down as waters, and righteousness as a mighty stream.\" — Amos 5:24. \"How doth the little busy bee Improve each shining hour, And…","year":"2017","domain":"Art","tags":["art","drawing","pen","drawing","art","creative","ink","paper","design","graphic"],"content":"is evolution predictable? pen drawing art creative ink paper design graphic cursive font letters words letter word question paradox riddle draw writing lettering yin yang yinyang black white balance is evolutionary evolution predictable stats statistics math biology science brain bio ecology daniel ari friedman danielarifriedman philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"But let judgment run down as waters, and righteousness as a mighty stream.\" — Amos 5:24. \"How doth the little busy bee Improve each shining hour, And…"},{"id":"artwork:32751832474","type":"artwork","title":"Organic River","url":"/artworks/32751832474-organic-river.html","external_url":"https://www.flickr.com/photos/43693624@N07/32751832474","summary":"\"I am, in point of fact, a particularly haughty and exclusive person, of pre-Adamite ancestral descent. You will understand this when I tell you that I…","year":"2017","domain":"Art","tags":["art","drawing","pen","draw","drawing","art","creative","ink","paper","design"],"content":"Organic River pen draw drawing art creative ink paper design graphic color red blue yellow green orange daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I am, in point of fact, a particularly haughty and exclusive person, of pre-Adamite ancestral descent. You will understand this when I tell you that I…"},{"id":"artwork:33192343322","type":"artwork","title":"Transformation (Regeneration)","url":"/artworks/33192343322-transformation-regeneration.html","external_url":"https://www.flickr.com/photos/43693624@N07/33192343322","summary":"\"Wars of nations are fought to change maps. But wars of poverty are fought to map change.\" – Muhammad Ali \"Personality is like a charioteer with two…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","blackandwhite","draw","drawing","art","creative"],"content":"Transformation (Regeneration) black white bw blackandwhite draw drawing art creative paper ink pen daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Wars of nations are fought to change maps. But wars of poverty are fought to map change.\" – Muhammad Ali \"Personality is like a charioteer with two…"},{"id":"artwork:33192497402","type":"artwork","title":"Union & Disunion","url":"/artworks/33192497402-union-disunion.html","external_url":"https://www.flickr.com/photos/43693624@N07/33192497402","summary":"\"Whether we fall by ambition, blood, or lust, Like diamonds, we are cut with our own dust.\" – John Webster, Duchess of Malfi (1623) \"To show this diagram…","year":"2017","domain":"Art","tags":["art","drawing","black","white","bw","blackandwhite","draw","drawing","art","creative"],"content":"Union & Disunion black white bw blackandwhite draw drawing art creative paper ink pen daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Whether we fall by ambition, blood, or lust, Like diamonds, we are cut with our own dust.\" – John Webster, Duchess of Malfi (1623) \"To show this diagram…"},{"id":"artwork:33192342092","type":"artwork","title":"Solid Gold","url":"/artworks/33192342092-solid-gold.html","external_url":"https://www.flickr.com/photos/43693624@N07/33192342092","summary":"\"Even if you persuade me, you won’t persuade me.\" – Aristophanes \"The tree will not only lie as it falls, but it will fall as it leans. What is the…","year":"2017","domain":"Art","tags":["art","drawing","gold","silver","black","triangle","parallel","lines","white","draw"],"content":"Solid Gold gold silver black triangle parallel lines white draw drawing art creative paper ink pen daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Even if you persuade me, you won’t persuade me.\" – Aristophanes \"The tree will not only lie as it falls, but it will fall as it leans. What is the…"},{"id":"artwork:32331088474","type":"artwork","title":"No Raindrop Causes The Flood","url":"/artworks/32331088474-no-raindrop-causes-the-flood.html","external_url":"https://www.flickr.com/photos/43693624@N07/32331088474","summary":"\"शेवटी काय हो, आपण पत्त्याच्या नावाचे धनी, मजकुराचा मालक निराळाच.\" Translation = \"In a letter, all we own is the address on the envelope. The contents…","year":"2017","domain":"Art","tags":["art","drawing","black","white","blackandwhite","bw","draw","drawing","cartoon","paper"],"content":"No Raindrop Causes The Flood black white blackandwhite bw draw drawing cartoon paper ink pen hand person self art creative artwork drawings rain water drop raindrop daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"शेवटी काय हो, आपण पत्त्याच्या नावाचे धनी, मजकुराचा मालक निराळाच.\" Translation = \"In a letter, all we own is the address on the envelope. The contents…"},{"id":"artwork:33176165285","type":"artwork","title":"Aries (The Lovers)","url":"/artworks/33176165285-aries-the-lovers.html","external_url":"https://www.flickr.com/photos/43693624@N07/33176165285","summary":"\"It pays to be obvious, especially if you have a reputation for subtlety.\" — Isaac Asimov \"At some time, here or hereafter, every account must be…","year":"2017","domain":"Art","tags":["art","drawing","aries","horoscope","curl","triangle","black","white","blackandwhite","bw"],"content":"Aries (The Lovers) aries horoscope curl triangle black white blackandwhite bw draw drawing cartoon paper ink pen hand person self art creative artwork drawings sign leo virgo libra aquariuswatercancer scorpio pisces fire air earth capricorn daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"It pays to be obvious, especially if you have a reputation for subtlety.\" — Isaac Asimov \"At some time, here or hereafter, every account must be…"},{"id":"artwork:32361044343","type":"artwork","title":"Meditation (in situ hybridization)","url":"/artworks/32361044343-meditation-in-situ-hybridization.html","external_url":"https://www.flickr.com/photos/43693624@N07/32361044343","summary":"\"Maybe all one can do is hope to end up with the right regrets.\" — Arthur Miller. \"The humbleness of a warrior is not the humbleness of the beggar. The…","year":"2017","domain":"Art","tags":["art","drawing","draw","drawing","cartoon","paper","ink","pen","hand","person"],"content":"Meditation (in situ hybridization) draw drawing cartoon paper ink pen hand person self art creative artwork drawings meditation meditate though daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Maybe all one can do is hope to end up with the right regrets.\" — Arthur Miller. \"The humbleness of a warrior is not the humbleness of the beggar. The…"},{"id":"artwork:32330984124","type":"artwork","title":"The Cave","url":"/artworks/32330984124-the-cave.html","external_url":"https://www.flickr.com/photos/43693624@N07/32330984124","summary":"\"Understand this, I mean to arrive at the truth. The truth, however ugly in itself, is always curious and beautiful to seekers after it.\" — Agatha…","year":"2017","domain":"Art","tags":["art","drawing","black","white","blackandwhite","bw","draw","drawing","cartoon","paper"],"content":"The Cave black white blackandwhite bw draw drawing cartoon paper ink pen hand person self art creative artwork drawings daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Understand this, I mean to arrive at the truth. The truth, however ugly in itself, is always curious and beautiful to seekers after it.\" — Agatha…"},{"id":"artwork:33019660702","type":"artwork","title":"Mistake","url":"/artworks/33019660702-mistake.html","external_url":"https://www.flickr.com/photos/43693624@N07/33019660702","summary":"\"There is but one coward on earth, and that is the coward that dare not know. \" — W. E. B. Du Bois \"A physician can sometimes parry the scythe of death…","year":"2017","domain":"Art","tags":["art","drawing","black","white","blackandwhite","bw","draw","drawing","cartoon","paper"],"content":"Mistake black white blackandwhite bw draw drawing cartoon paper ink pen hand person self art creative artwork drawings mistake error daniel ari friedman danielarifriedman science philosophy artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"There is but one coward on earth, and that is the coward that dare not know. \" — W. E. B. Du Bois \"A physician can sometimes parry the scythe of death…"},{"id":"artwork:33035411956","type":"artwork","title":"Planets & Stars","url":"/artworks/33035411956-planets-stars.html","external_url":"https://www.flickr.com/photos/43693624@N07/33035411956","summary":"\"What tho' the spicy breezes Blow soft o'er Ceylon's isle; Though every prospect pleases, And only man is vile?\" ​— Reginald Heber \"You follow the same…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Planets & Stars art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"What tho' the spicy breezes Blow soft o'er Ceylon's isle; Though every prospect pleases, And only man is vile?\" ​— Reginald Heber \"You follow the same…"},{"id":"artwork:32920792562","type":"artwork","title":"Ecstatic Dance","url":"/artworks/32920792562-ecstatic-dance.html","external_url":"https://www.flickr.com/photos/43693624@N07/32920792562","summary":"\"Sometimes one would almost like to say: what really matters is only the mind. But where can you find a mind without a body?\" ​— Fausto Cercignani \"I…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Ecstatic Dance art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Sometimes one would almost like to say: what really matters is only the mind. But where can you find a mind without a body?\" ​— Fausto Cercignani \"I…"},{"id":"artwork:33076756795","type":"artwork","title":"Caught in the Crossfire","url":"/artworks/33076756795-caught-in-the-crossfire.html","external_url":"https://www.flickr.com/photos/43693624@N07/33076756795","summary":"...\"There are strings,\" said Mr. Tappertit, \"…in the human heart that had better not be wibrated.\"... ​— Charles Dickens, Barnaby Rudge, Chapter XXII…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Caught in the Crossfire art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch ...\"There are strings,\" said Mr. Tappertit, \"…in the human heart that had better not be wibrated.\"... ​— Charles Dickens, Barnaby Rudge, Chapter XXII…"},{"id":"artwork:32921191192","type":"artwork","title":"Jailbreak Your Mind","url":"/artworks/32921191192-jailbreak-your-mind.html","external_url":"https://www.flickr.com/photos/43693624@N07/32921191192","summary":"\"The sick in soul insist that it is humanity that is sick, and they are the surgeons to operate on it. They want to turn the world into a sickroom. And…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Jailbreak Your Mind art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The sick in soul insist that it is humanity that is sick, and they are the surgeons to operate on it. They want to turn the world into a sickroom. And…"},{"id":"artwork:33076987105","type":"artwork","title":"Flood","url":"/artworks/33076987105-flood.html","external_url":"https://www.flickr.com/photos/43693624@N07/33076987105","summary":"\"The Piglet was sitting on the ground at the door of his house blowing happily at a dandelion, and wondering whether it would be this year, next year…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Flood art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The Piglet was sitting on the ground at the door of his house blowing happily at a dandelion, and wondering whether it would be this year, next year…"},{"id":"artwork:32694679040","type":"artwork","title":"\"Justice\"","url":"/artworks/32694679040-justice.html","external_url":"https://www.flickr.com/photos/43693624@N07/32694679040","summary":"​\"​Institutions are human behavior, and they are, therefore, to be explained by the characteristics of that behavior.​\"​ ​— ​George C. Homans ​\"​You can…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"\"Justice\" art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch ​\"​Institutions are human behavior, and they are, therefore, to be explained by the characteristics of that behavior.​\"​ ​— ​George C. Homans ​\"​You can…"},{"id":"artwork:32231329294","type":"artwork","title":"PEACE","url":"/artworks/32231329294-peace.html","external_url":"https://www.flickr.com/photos/43693624@N07/32231329294","summary":"\"But optics sharp it needs, I ween, To see what is not to be seen.\" ​— ​John Trumbull \"Whan that Aprill with his shoures soote The droghte of March hath…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"PEACE art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"But optics sharp it needs, I ween, To see what is not to be seen.\" ​— ​John Trumbull \"Whan that Aprill with his shoures soote The droghte of March hath…"},{"id":"artwork:33035328576","type":"artwork","title":"Rationality","url":"/artworks/33035328576-rationality.html","external_url":"https://www.flickr.com/photos/43693624@N07/33035328576","summary":".......Don't you believe in flying saucers, they ask me? Don't you believe in telepathy? — in ancient astronauts? — in the Bermuda triangle? — in life…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Rationality art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch .......Don't you believe in flying saucers, they ask me? Don't you believe in telepathy? — in ancient astronauts? — in the Bermuda triangle? — in life…"},{"id":"artwork:33035191686","type":"artwork","title":"Theory: Hypothesis & Experiment","url":"/artworks/33035191686-theory-hypothesis-experiment.html","external_url":"https://www.flickr.com/photos/43693624@N07/33035191686","summary":"\"When Adam first of men, To first of women Eve, thus moving speech, Turn'd him all ear to hear new utterance flow.\" ​— John Milton, 'Paradise Lost'…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Theory: Hypothesis & Experiment art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"When Adam first of men, To first of women Eve, thus moving speech, Turn'd him all ear to hear new utterance flow.\" ​— John Milton, 'Paradise Lost'…"},{"id":"artwork:32936836575","type":"artwork","title":"Determination","url":"/artworks/32936836575-determination.html","external_url":"https://www.flickr.com/photos/43693624@N07/32936836575","summary":"\"Everyone is a prisoner of his own experiences. No one can eliminate prejudices — just recognize them.\" – Edward R. Murrow \"The ancients held that a man…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Determination art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Everyone is a prisoner of his own experiences. No one can eliminate prejudices — just recognize them.\" – Edward R. Murrow \"The ancients held that a man…"},{"id":"artwork:32093590684","type":"artwork","title":"Thank you","url":"/artworks/32093590684-thank-you.html","external_url":"https://www.flickr.com/photos/43693624@N07/32093590684","summary":"\"I don't believe in God but I'm very interested in her.\" – Arthur C. Clarke \"Two men look out through the same bars: One sees the mud, and one the…","year":"2017","domain":"Art","tags":["art","drawing","thanks","thankyou","thank","you","cursive","letters","black","white"],"content":"Thank you thanks thankyou thank you cursive letters black white font word play art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I don't believe in God but I'm very interested in her.\" – Arthur C. Clarke \"Two men look out through the same bars: One sees the mud, and one the…"},{"id":"artwork:32812642641","type":"artwork","title":"Checks & Balances","url":"/artworks/32812642641-checks-balances.html","external_url":"https://www.flickr.com/photos/43693624@N07/32812642641","summary":"\"Is the world created or uncreated? That is the first question.\" – Plato, Timaeus (c. 350 BC). \"I often told the fanatics of realism that there is no…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Checks & Balances art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Is the world created or uncreated? That is the first question.\" – Plato, Timaeus (c. 350 BC). \"I often told the fanatics of realism that there is no…"},{"id":"artwork:32745992391","type":"artwork","title":"Gene Expression","url":"/artworks/32745992391-gene-expression.html","external_url":"https://www.flickr.com/photos/43693624@N07/32745992391","summary":"\"But facts are chiels that winna ding, and downa be disputed.\" –Robert Burns, 'A Dream', 1786. \"In order to govern, the question is not to follow out a…","year":"2017","domain":"Art","tags":["art","drawing","protein","gene","mrna","rna","trna","transcription","translation","biology"],"content":"Gene Expression protein gene mrna rna trna transcription translation biology bio art science drawing black white pen cell life organism living model cartoon philosophy brain ecology evolution paper ink draw daniel ari friedman danielarifriedman creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"But facts are chiels that winna ding, and downa be disputed.\" –Robert Burns, 'A Dream', 1786. \"In order to govern, the question is not to follow out a…"},{"id":"artwork:32488367660","type":"artwork","title":"Twist","url":"/artworks/32488367660-twist.html","external_url":"https://www.flickr.com/photos/43693624@N07/32488367660","summary":"\"Our virtues and our failings are inseparable, like force and matter. When they separate, man is no more.\" – Nikola Tesla \"It is a capital mistake to…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Twist art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Our virtues and our failings are inseparable, like force and matter. When they separate, man is no more.\" – Nikola Tesla \"It is a capital mistake to…"},{"id":"artwork:32810366025","type":"artwork","title":"Space","url":"/artworks/32810366025-space.html","external_url":"https://www.flickr.com/photos/43693624@N07/32810366025","summary":"\"It is the consistency of the information that matters for a good story, not its completeness. Indeed, you will often find that knowing little makes it…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Space art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"It is the consistency of the information that matters for a good story, not its completeness. Indeed, you will often find that knowing little makes it…"},{"id":"artwork:32429675060","type":"artwork","title":"Duality [duality]","url":"/artworks/32429675060-duality-duality.html","external_url":"https://www.flickr.com/photos/43693624@N07/32429675060","summary":"\"A girl in a convertible is worth five in the phonebook.\" – Warren Buffet \"Censorship ends in logical completeness when nobody is allowed to read any…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Duality [duality] art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"A girl in a convertible is worth five in the phonebook.\" – Warren Buffet \"Censorship ends in logical completeness when nobody is allowed to read any…"},{"id":"artwork:32693566916","type":"artwork","title":"Divisive","url":"/artworks/32693566916-divisive.html","external_url":"https://www.flickr.com/photos/43693624@N07/32693566916","summary":"\"Die Theologie ist die Anthropologie.\" [Theology is Anthropology.] — Ludwig Feuerbach, 'The Essence of Christianity' (1843). \"We can root our morality in…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Divisive art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Die Theologie ist die Anthropologie.\" [Theology is Anthropology.] — Ludwig Feuerbach, 'The Essence of Christianity' (1843). \"We can root our morality in…"},{"id":"artwork:32354023250","type":"artwork","title":"Tunnel","url":"/artworks/32354023250-tunnel.html","external_url":"https://www.flickr.com/photos/43693624@N07/32354023250","summary":"\"This planet can be a paradise in the 22nd century.\" — E. O. Wilson \"Philosophy, being nothing but the study of wisdom and truth\" — George Berkeley…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Tunnel art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"This planet can be a paradise in the 22nd century.\" — E. O. Wilson \"Philosophy, being nothing but the study of wisdom and truth\" — George Berkeley…"},{"id":"artwork:31840105813","type":"artwork","title":"Prelationship","url":"/artworks/31840105813-prelationship.html","external_url":"https://www.flickr.com/photos/43693624@N07/31840105813","summary":"The term \"prelationship\" describes something complementary to the idea of \"relationship\", for which I can find no adequate extant English word. While…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Prelationship art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The term \"prelationship\" describes something complementary to the idea of \"relationship\", for which I can find no adequate extant English word. While…"},{"id":"artwork:32638574675","type":"artwork","title":"all i see (under the see)","url":"/artworks/32638574675-all-i-see-under-the-see.html","external_url":"https://www.flickr.com/photos/43693624@N07/32638574675","summary":"\"It seems to be the fate of idealists to obtain what they have struggled for in a form which destroys their ideals.\" – Bertrand Russell \"There is nothing…","year":"2017","domain":"Art","tags":["art","drawing","all","see","under","sea","pun","cartoon","red","black"],"content":"all i see (under the see) all see under sea pun cartoon red black white pen draw paper art letters word cursive ink drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"It seems to be the fate of idealists to obtain what they have struggled for in a form which destroys their ideals.\" – Bertrand Russell \"There is nothing…"},{"id":"artwork:32518304116","type":"artwork","title":"\"Only art pierces the veil...\"","url":"/artworks/32518304116-only-art-pierces-the-veil.html","external_url":"https://www.flickr.com/photos/43693624@N07/32518304116","summary":"\"Unless you perfectly understand the principle from which anyone acts, how should you know if he acts ill?\" – Epictetus, Enchiridion \"Love with delight…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"\"Only art pierces the veil...\" art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Unless you perfectly understand the principle from which anyone acts, how should you know if he acts ill?\" – Epictetus, Enchiridion \"Love with delight…"},{"id":"artwork:32436589271","type":"artwork","title":"Eggs & Waffles","url":"/artworks/32436589271-eggs-waffles.html","external_url":"https://www.flickr.com/photos/43693624@N07/32436589271","summary":"\"Could swell the soul to rage, or kindle soft desire....\" – John Dryden, 1697​.​ \"You simply cannot invent any conspiracy theory so ridiculous and…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Eggs & Waffles art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Could swell the soul to rage, or kindle soft desire....\" – John Dryden, 1697​.​ \"You simply cannot invent any conspiracy theory so ridiculous and…"},{"id":"artwork:32179783760","type":"artwork","title":"Life's Trajectory (Ontogenesis)","url":"/artworks/32179783760-life-s-trajectory-ontogenesis.html","external_url":"https://www.flickr.com/photos/43693624@N07/32179783760","summary":"\"There is a certain relief in change, even though it be from bad to worse! As I have often found in traveling in a stagecoach, that it is often a comfort…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Life's Trajectory (Ontogenesis) art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"There is a certain relief in change, even though it be from bad to worse! As I have often found in traveling in a stagecoach, that it is often a comfort…"},{"id":"artwork:32365030381","type":"artwork","title":"Formplay","url":"/artworks/32365030381-formplay.html","external_url":"https://www.flickr.com/photos/43693624@N07/32365030381","summary":"\"The opposite of loneliness, it's not togetherness. It is intimacy.\" – Richard Bach \"If you never know truth then you never know love.\" – The Black Eyed…","year":"2017","domain":"Art","tags":["art","drawing","white","black","line","heart","soul","love","art","pen"],"content":"Formplay white black line heart soul love art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The opposite of loneliness, it's not togetherness. It is intimacy.\" – Richard Bach \"If you never know truth then you never know love.\" – The Black Eyed…"},{"id":"artwork:31675178903","type":"artwork","title":"Spaceship","url":"/artworks/31675178903-spaceship.html","external_url":"https://www.flickr.com/photos/43693624@N07/31675178903","summary":"\"When I sleep I sleep and do not dream because it is as well that I am what I seem when I am in my bed and dream.\" – Gertrude Stein \"Without publicity…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Spaceship art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"When I sleep I sleep and do not dream because it is as well that I am what I seem when I am in my bed and dream.\" – Gertrude Stein \"Without publicity…"},{"id":"artwork:32364884921","type":"artwork","title":"Karma (Cycle of Errors)","url":"/artworks/32364884921-karma-cycle-of-errors.html","external_url":"https://www.flickr.com/photos/43693624@N07/32364884921","summary":"\"The person attempting to travel two roads at once will get nowhere.\" – Xún Zǐ (荀子) \"Man is a masterpiece of creation if for no other reason than that…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Karma (Cycle of Errors) art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The person attempting to travel two roads at once will get nowhere.\" – Xún Zǐ (荀子) \"Man is a masterpiece of creation if for no other reason than that…"},{"id":"artwork:31642962814","type":"artwork","title":"No droplet causes the storm","url":"/artworks/31642962814-no-droplet-causes-the-storm.html","external_url":"https://www.flickr.com/photos/43693624@N07/31642962814","summary":"\"You can tell the ideals of a nation by its advertisements.\" – Norman Douglas \"Individuality is a cultural achievement rather than a gift of nature…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"No droplet causes the storm art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"You can tell the ideals of a nation by its advertisements.\" – Norman Douglas \"Individuality is a cultural achievement rather than a gift of nature…"},{"id":"artwork:31675141623","type":"artwork","title":"Emotion & Logic","url":"/artworks/31675141623-emotion-logic.html","external_url":"https://www.flickr.com/photos/43693624@N07/31675141623","summary":"\"We cannot keep thieves from looking in at our windows, but we need not give them entertainment with open doors.\" – Thomas Adam \"Lowliness is the base of…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Emotion & Logic art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"We cannot keep thieves from looking in at our windows, but we need not give them entertainment with open doors.\" – Thomas Adam \"Lowliness is the base of…"},{"id":"artwork:32119564941","type":"artwork","title":"Caltrain is for lovers","url":"/artworks/32119564941-caltrain-is-for-lovers.html","external_url":"https://www.flickr.com/photos/43693624@N07/32119564941","summary":"Caltrain is the public transportation option that goes between San Jose and San Francisco, California. en.wikipedia.org/wiki/Caltrain ~~~~~~~ \"Qui nolet…","year":"2017","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Caltrain is for lovers art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Caltrain is the public transportation option that goes between San Jose and San Francisco, California. en.wikipedia.org/wiki/Caltrain ~~~~~~~ \"Qui nolet…"},{"id":"artwork:31396989824","type":"artwork","title":"Threeway","url":"/artworks/31396989824-threeway.html","external_url":"https://www.flickr.com/photos/43693624@N07/31396989824","summary":"\"Religion is to mysticism what popularization is to science\" – Henri Bergson, 1935. \"It is no use to blame the looking glass if your face is awry.\"…","year":"2017","domain":"Art","tags":["art","drawing","tri","3","triangle","black","dot","polygon","shape","draw"],"content":"Threeway tri 3 triangle black dot polygon shape draw patten line art pen paper ink drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Religion is to mysticism what popularization is to science\" – Henri Bergson, 1935. \"It is no use to blame the looking glass if your face is awry.\"…"},{"id":"artwork:31775331210","type":"artwork","title":"Neuroglial Circuit","url":"/artworks/31775331210-neuroglial-circuit.html","external_url":"https://www.flickr.com/photos/43693624@N07/31775331210","summary":"\"Those who deny Auschwitz would be ready to remake it.\" – Primo Levi \"The ego is not master in its own house.\" – Sigmund Freud \"I look at things for the…","year":"2017","domain":"Art","tags":["art","drawing","neuron","neuro","glial","glia","immune","cell","type","brain"],"content":"Neuroglial Circuit neuron neuro glial glia immune cell type brain body circuit loop link toplogy red black white ink paper pen contrast biology art science drawing bio ecology evolution draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Those who deny Auschwitz would be ready to remake it.\" – Primo Levi \"The ego is not master in its own house.\" – Sigmund Freud \"I look at things for the…"},{"id":"artwork:31136054383","type":"artwork","title":"Fundamentals","url":"/artworks/31136054383-fundamentals.html","external_url":"https://www.flickr.com/photos/43693624@N07/31136054383","summary":"\"And the whole [is] greater than the part.\" — Euclid, 'Elements', Book I: Common Notions 5 (~300 BC). \"Persecution is a very easy form of virtue.\" — John…","year":"2016","domain":"Art","tags":["art","drawing","red","black","white","contrast","drawing","art","paper","pen"],"content":"Fundamentals red black white contrast drawing art paper pen ink concentric circle center eye triangle shape versus intense abstract symbolic symbol glyph round ring blob cell nucleus gene genome evolution biology arrow point anger passion christ year new old draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"And the whole [is] greater than the part.\" — Euclid, 'Elements', Book I: Common Notions 5 (~300 BC). \"Persecution is a very easy form of virtue.\" — John…"},{"id":"artwork:31907916606","type":"artwork","title":"I of the Storm","url":"/artworks/31907916606-i-of-the-storm.html","external_url":"https://www.flickr.com/photos/43693624@N07/31907916606","summary":"\"Yet a man may love a paradox, without losing either his wit or his honesty. \" — Ralph Waldo Emerson \"You know I'm finished with the old chess because…","year":"2016","domain":"Art","tags":["art","drawing","red","black","white","contrast","drawing","art","paper","pen"],"content":"I of the Storm red black white contrast drawing art paper pen ink concentric circle center eye draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Yet a man may love a paradox, without losing either his wit or his honesty. \" — Ralph Waldo Emerson \"You know I'm finished with the old chess because…"},{"id":"artwork:31135883343","type":"artwork","title":"Maybe I was running...","url":"/artworks/31135883343-maybe-i-was-running.html","external_url":"https://www.flickr.com/photos/43693624@N07/31135883343","summary":"\"Back Where I Started\", Derek Trucks Band: ~~~~~~~~~~~~~~ Dancing backwards wound up in another place and time. No way of knowing where I was headed to…","year":"2016","domain":"Art","tags":["art","drawing","derek","trucks","susan","tedeschi","blues","back","where","started"],"content":"Maybe I was running... derek trucks susan tedeschi blues back where started music sound writing red black white contrast drawing art paper pen ink draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Back Where I Started\", Derek Trucks Band: ~~~~~~~~~~~~~~ Dancing backwards wound up in another place and time. No way of knowing where I was headed to…"},{"id":"artwork:31776032206","type":"artwork","title":"Propagation","url":"/artworks/31776032206-propagation.html","external_url":"https://www.flickr.com/photos/43693624@N07/31776032206","summary":"\"Those who restrain desire do so because theirs is weak enough to be restrained.\" — William Blake \"Qui finem quaeris amoris, Cedit amor rebus; res age…","year":"2016","domain":"Art","tags":["art","drawing","red","white","black","blue","colors","color","america","draw"],"content":"Propagation red white black blue colors color america draw usa art pen ink paper hand drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Those who restrain desire do so because theirs is weak enough to be restrained.\" — William Blake \"Qui finem quaeris amoris, Cedit amor rebus; res age…"},{"id":"artwork:31531105795","type":"artwork","title":"Swag","url":"/artworks/31531105795-swag.html","external_url":"https://www.flickr.com/photos/43693624@N07/31531105795","summary":"“A man’s reach should exceed his grasp, or what’s a heaven for?” — Robert Browning \"Historians will have to face the fact that natural selection…","year":"2016","domain":"Art","tags":["art","drawing","hand","draw","drawing","art","color","black","white","contrast"],"content":"Swag hand draw drawing art color black white contrast red paper ink pen time nature light naked daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “A man’s reach should exceed his grasp, or what’s a heaven for?” — Robert Browning \"Historians will have to face the fact that natural selection…"},{"id":"artwork:31493069706","type":"artwork","title":"88888888","url":"/artworks/31493069706-88888888.html","external_url":"https://www.flickr.com/photos/43693624@N07/31493069706","summary":"\"Natural abilities are like natural plants; they need pruning by study.\" — Francis Bacon. \"MAGNITUDE, n. Size. Magnitude being purely relative, nothing…","year":"2016","domain":"Art","tags":["art","drawing","hand","draw","drawing","art","color","black","white","contrast"],"content":"88888888 hand draw drawing art color black white contrast red paper ink pen time nature light bw blackandwhite naked daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Natural abilities are like natural plants; they need pruning by study.\" — Francis Bacon. \"MAGNITUDE, n. Size. Magnitude being purely relative, nothing…"},{"id":"artwork:30721687903","type":"artwork","title":"Alternative Current","url":"/artworks/30721687903-alternative-current.html","external_url":"https://www.flickr.com/photos/43693624@N07/30721687903","summary":"\"A good teacher must know the rules; a good pupil, the exceptions.\" — Martin H. Fischer \"Shall we not rejoice then and revel in the glorious liberty of…","year":"2016","domain":"Art","tags":["art","drawing","hand","draw","drawing","art","color","black","white","contrast"],"content":"Alternative Current hand draw drawing art color black white contrast red paper ink pen time nature light naked daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"A good teacher must know the rules; a good pupil, the exceptions.\" — Martin H. Fischer \"Shall we not rejoice then and revel in the glorious liberty of…"},{"id":"artwork:30617872874","type":"artwork","title":"Love is at the center","url":"/artworks/30617872874-love-is-at-the-center.html","external_url":"https://www.flickr.com/photos/43693624@N07/30617872874","summary":"\"Let this be my last word, that I trust in thy love.\" — Rabindranath Tagore \"People stay married because they want to, not because the doors are locked.\"…","year":"2016","domain":"Art","tags":["art","drawing","hand","draw","cartoon","drawing","text","love","is","center"],"content":"Love is at the center hand draw cartoon drawing text love is center relationship couple interaction two black white contrast naked art pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"Let this be my last word, that I trust in thy love.\" — Rabindranath Tagore \"People stay married because they want to, not because the doors are locked.\"…"},{"id":"artwork:30603344374","type":"artwork","title":"Not a Coincidence.","url":"/artworks/30603344374-not-a-coincidence.html","external_url":"https://www.flickr.com/photos/43693624@N07/30603344374","summary":"\"In my experience, there's no such thing as luck.\" — George Lucas \"One cannot play chess if one becomes aware of the pieces as living souls and of the…","year":"2016","domain":"Art","tags":["art","drawing","synchronicity","mind","self","person","man","woman","past","present"],"content":"Not a Coincidence. synchronicity mind self person man woman past present future philosophy idea comic just coincidence question ambiguous duality art draw pen paper hand black white contrast naked ink drawing daniel ari friedman danielarifriedman science creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"In my experience, there's no such thing as luck.\" — George Lucas \"One cannot play chess if one becomes aware of the pieces as living souls and of the…"},{"id":"artwork:31379762195","type":"artwork","title":"Coincidence?","url":"/artworks/31379762195-coincidence.html","external_url":"https://www.flickr.com/photos/43693624@N07/31379762195","summary":"\"The mountains too, at a distance, appear airy masses and smooth, but seen near at hand they are rough.\" — Diogenes Laërtius \"Every species has come into…","year":"2016","domain":"Art","tags":["art","drawing","red","black","straight","lines","draw","hand","watercolor","water"],"content":"Coincidence? red black straight lines draw hand watercolor water color art drawing contrast two paper pen ink curve detail naked biology science brain bio ecology evolution daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The mountains too, at a distance, appear airy masses and smooth, but seen near at hand they are rough.\" — 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color rojo science bio ecology evolution pen paper ink daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft \"The fact is the sweetest dream that labor knows.\" — Robert Frost \"It is easy to see that this problem can be solved neither in theoretical nor in…"},{"id":"artwork:30014282946","type":"artwork","title":"...And So On...","url":"/artworks/30014282946-and-so-on.html","external_url":"https://www.flickr.com/photos/43693624@N07/30014282946","summary":"\"I will make company with creators, with harvesters, with rejoicers; I will show them the rainbow and the stairway to the Superman.\" – Friedrich…","year":"2016","domain":"Art","tags":["art","drawing","story","walk","run","fly","swim","travel","time","move"],"content":"...And So On... story walk run fly swim travel time move dance three two clinton trump sky earth air water fire bw love pen paper ink drawing hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I will make company with creators, with harvesters, with rejoicers; I will show them the rainbow and the stairway to the Superman.\" – Friedrich…"},{"id":"artwork:29964759531","type":"artwork","title":"Cardiology","url":"/artworks/29964759531-cardiology.html","external_url":"https://www.flickr.com/photos/43693624@N07/29964759531","summary":"\"The Puritans hated bear-baiting, not because it gave pain to the bear, but because it gave pleasure to the spectators.\" – Thomas Macaulay \"Doctrine is…","year":"2016","domain":"Art","tags":["art","drawing","heart","liver","spleen","neuron","glia","love","evolution","phylogeny"],"content":"Cardiology heart liver spleen neuron glia love evolution phylogeny species speciation time paradox black white bw art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The Puritans hated bear-baiting, not because it gave pain to the bear, but because it gave pleasure to the spectators.\" – Thomas Macaulay \"Doctrine is…"},{"id":"artwork:29280454583","type":"artwork","title":"Excitement is the Daughter of Curiosity","url":"/artworks/29280454583-excitement-is-the-daughter-of-curiosity.html","external_url":"https://www.flickr.com/photos/43693624@N07/29280454583","summary":"\"The ideal condition Would be, I admit, that men should be right by instinct; But since we are all likely to go astray, The reasonable thing is to learn…","year":"2016","domain":"Art","tags":["art","drawing","bacteria","question","mark","exclamation","pun","mitosis","meiosis","splitting"],"content":"Excitement is the Daughter of Curiosity bacteria question mark exclamation pun mitosis meiosis splitting cell water earth life bio biology science two 2 division divide split time spikes curve line black white contrast draw hand ink paper pen excitement is daughter curious passion swim nature bw blackandwhite art brain drawing ecology evolution daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The ideal condition Would be, I admit, that men should be right by instinct; But since we are all likely to go astray, The reasonable thing is to learn…"},{"id":"artwork:29364761810","type":"artwork","title":"Speciation","url":"/artworks/29364761810-speciation.html","external_url":"https://www.flickr.com/photos/43693624@N07/29364761810","summary":"\"A species is a reproductive community of populations (reproductively isolated from others) that occupies a specific niche in nature.\" — Ernst Mayr, \"The…","year":"2016","domain":"Art","tags":["art","drawing","darwin","species","speciation","biology","ecology","evolution","water","land"],"content":"Speciation darwin species speciation biology ecology evolution water land walk swim run phenotype genotype science art brain drawing bio pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"A species is a reproductive community of populations (reproductively isolated from others) that occupies a specific niche in nature.\" — Ernst Mayr, \"The…"},{"id":"artwork:29030797943","type":"artwork","title":"Baupläne (Tripartite)","url":"/artworks/29030797943-bauplane-tripartite.html","external_url":"https://www.flickr.com/photos/43693624@N07/29030797943","summary":"“The secret of politics? 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Chesterton \"Conditions for creativity are to be…","year":"2016","domain":"Art","tags":["art","drawing","split","self","multiple","selfie","person","image","division","red"],"content":"Split #Selfie split self multiple selfie person image division red black white lines tags man woman body shape curve draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"One may understand the cosmos, but never the ego; the self is more distant than any star.\" — G. K. Chesterton \"Conditions for creativity are to be…"},{"id":"artwork:29505993632","type":"artwork","title":"Bridge (No Contest)","url":"/artworks/29505993632-bridge-no-contest.html","external_url":"https://www.flickr.com/photos/43693624@N07/29505993632","summary":"\"I see the moon like a clipped piece of silver. 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Like gilded bees the stars cluster round her.\" — Oscar Wilde \"I am more and more convinced that the ant…"},{"id":"artwork:29461088251","type":"artwork","title":"Clairvoyance","url":"/artworks/29461088251-clairvoyance.html","external_url":"https://www.flickr.com/photos/43693624@N07/29461088251","summary":"\"Fire is the best of servants, but what a master!\" — Thomas Carlyle \"There is no patriotic art and no patriotic science.\" — Johann Wolfgang von Goethe…","year":"2016","domain":"Art","tags":["art","drawing","fire","red","yellow","orange","purple","burning","man","burningman"],"content":"Clairvoyance fire red yellow orange purple burning man burningman meditation mind cleansing thought consciousness body drawing design self person running dancing dance move moving woman desire passion sex art pen paper ink draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Fire is the best of servants, but what a master!\" — Thomas Carlyle \"There is no patriotic art and no patriotic science.\" — Johann Wolfgang von Goethe…"},{"id":"artwork:28773790693","type":"artwork","title":"The Evolution of Design in Nature","url":"/artworks/28773790693-the-evolution-of-design-in-nature.html","external_url":"https://www.flickr.com/photos/43693624@N07/28773790693","summary":"“Let us learn to dream, gentlemen, then perhaps we shall find the truth” ― August Kekulé “I hope that in due time the chemists will justify their…","year":"2016","domain":"Art","tags":["art","drawing","mimic","copy","evolution","ecology","algorithm","stigmergy","stigmergic","teleology"],"content":"The Evolution of Design in Nature mimic copy evolution ecology algorithm stigmergy stigmergic teleology telological encode function purpose teleos alpha omega i am art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Let us learn to dream, gentlemen, then perhaps we shall find the truth” ― August Kekulé “I hope that in due time the chemists will justify their…"},{"id":"artwork:29395451035","type":"artwork","title":"Passion of the Colony","url":"/artworks/29395451035-passion-of-the-colony.html","external_url":"https://www.flickr.com/photos/43693624@N07/29395451035","summary":"“I choose my friends for their good looks, my acquaintances for their good characters, and my enemies for their good intellects.” ― Oscar Wilde “Thoughts…","year":"2016","domain":"Art","tags":["art","drawing","blue","light","dark","red","green","yellow","contrast","admixture"],"content":"Passion of the Colony blue light dark red green yellow contrast admixture mix mixed gene flow pretzel abstract topology know knot art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry mathematics cartoon freehand freedraw craft illustration doodle sketch “I choose my friends for their good looks, my acquaintances for their good characters, and my enemies for their good intellects.” ― Oscar Wilde “Thoughts…"},{"id":"artwork:29287251072","type":"artwork","title":"Southwest by Southwest","url":"/artworks/29287251072-southwest-by-southwest.html","external_url":"https://www.flickr.com/photos/43693624@N07/29287251072","summary":"“I go to seek a Great Perhaps.” ― François Rabelais “No one learns as much about a subject as one who is forced to teach it.” ― Peter F. Drucker “It is…","year":"2016","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Southwest by Southwest art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “I go to seek a Great Perhaps.” ― François Rabelais “No one learns as much about a subject as one who is forced to teach it.” ― Peter F. Drucker “It is…"},{"id":"artwork:28773685783","type":"artwork","title":"Plato's Cave","url":"/artworks/28773685783-plato-s-cave.html","external_url":"https://www.flickr.com/photos/43693624@N07/28773685783","summary":"“How could they see anything but the shadows if they were never allowed to move their heads?” ― Plato, The Allegory of the Cave “Why is it that showers…","year":"2016","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Plato's Cave art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “How could they see anything but the shadows if they were never allowed to move their heads?” ― Plato, The Allegory of the Cave “Why is it that showers…"},{"id":"artwork:29395346225","type":"artwork","title":"Stress (Heterostasis)","url":"/artworks/29395346225-stress-heterostasis.html","external_url":"https://www.flickr.com/photos/43693624@N07/29395346225","summary":"“All have their worth and each contributes to the worth of the others.” ― J.R.R. Tolkien, The Silmarillion “Do I not destroy my enemies when I make them…","year":"2016","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Stress (Heterostasis) pen paper ink drawing hand font cursive text letter english writing design language word words art red black white draw contrast color rojo daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “All have their worth and each contributes to the worth of the others.” ― J.R.R. Tolkien, The Silmarillion “Do I not destroy my enemies when I make them…"},{"id":"artwork:29361024906","type":"artwork","title":"Phylogenomics","url":"/artworks/29361024906-phylogenomics.html","external_url":"https://www.flickr.com/photos/43693624@N07/29361024906","summary":"“I asked the Zebra, are you black with white stripes? Or white with black stripes? And the zebra asked me, Are you good with bad habits? Or are you bad…","year":"2016","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Phylogenomics biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “I asked the Zebra, are you black with white stripes? Or white with black stripes? And the zebra asked me, Are you good with bad habits? Or are you bad…"},{"id":"artwork:28055138872","type":"artwork","title":"Rainbow Dance","url":"/artworks/28055138872-rainbow-dance.html","external_url":"https://www.flickr.com/photos/43693624@N07/28055138872","summary":"\"Bee to the blossom, moth to the flame; Each to his passion; what's in a name?\" – Helen Hunt Jackson \"The true harvest of my daily life is somewhat as…","year":"2016","domain":"Art","tags":["art","drawing","red","orange","yellow","green","blue","rainbow","rain","bow"],"content":"Rainbow Dance red orange yellow green blue rainbow rain bow color scheme pride gay weekend triangle tetrahedra tetrahedron mixing kaleidoscope ripples waves movement dynamic art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Bee to the blossom, moth to the flame; Each to his passion; what's in a name?\" – Helen Hunt Jackson \"The true harvest of my daily life is somewhat as…"},{"id":"artwork:27542836974","type":"artwork","title":"Twist of Fate","url":"/artworks/27542836974-twist-of-fate.html","external_url":"https://www.flickr.com/photos/43693624@N07/27542836974","summary":"\"If by Godot I had meant God I would have said God, and not Godot.\" – Samuel Beckett \"That is the truth. Not the hammer and sickle. Not the stars and…","year":"2016","domain":"Art","tags":["art","drawing","passion","love","compassion","rapid","speed","violence","violent","phrasing"],"content":"Twist of Fate passion love compassion rapid speed violence violent phrasing twisted emergence black red scribble curves white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If by Godot I had meant God I would have said God, and not Godot.\" – Samuel Beckett \"That is the truth. Not the hammer and sickle. Not the stars and…"},{"id":"artwork:28005856056","type":"artwork","title":"Feminism","url":"/artworks/28005856056-feminism.html","external_url":"https://www.flickr.com/photos/43693624@N07/28005856056","summary":"\"Ought not every woman, like every man, to follow the bent of her own talents?\" – Anne Louise Germaine de Staël, Corinne (1807) \"While gossip among women…","year":"2016","domain":"Art","tags":["art","drawing","sex","thought","mind","duality","nonduality","love","gender","identity"],"content":"Feminism sex thought mind duality nonduality love gender identity male female feminine masculine interaction balance dynamic relationship mdma molly dance emotion serotonin intense art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Ought not every woman, like every man, to follow the bent of her own talents?\" – Anne Louise Germaine de Staël, Corinne (1807) \"While gossip among women…"},{"id":"artwork:27426358723","type":"artwork","title":"Biology","url":"/artworks/27426358723-biology.html","external_url":"https://www.flickr.com/photos/43693624@N07/27426358723","summary":"Life are a biological phenomena, Underlain by cellular automata. At once both down to earth and, Yet so far out like Andromeda.","year":"2016","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Biology art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Life are a biological phenomena, Underlain by cellular automata. At once both down to earth and, Yet so far out like Andromeda."},{"id":"artwork:27916271162","type":"artwork","title":"Meiosis (I Dream Of Sex)","url":"/artworks/27916271162-meiosis-i-dream-of-sex.html","external_url":"https://www.flickr.com/photos/43693624@N07/27916271162","summary":"If both new ideas and new chromosomes are generated by recombination, is Meiosis a state of matter or a state of mind? Thoughts tend to melt, thaw, and…","year":"2016","domain":"Art","tags":["art","drawing","sex","self","other","meiosis","mitosis","art","science","artscience"],"content":"Meiosis (I Dream Of Sex) sex self other meiosis mitosis art science artscience eco evo devo ecoevo ecoevodevo biology evolution darwin lamarck crossover recombination chromosome dna rna xist fusion mashup remix process division recombine prdm9 transcription factor binding site protein pen paper ink drawing hand font cursive text letter english writing design language word words brain bio ecology draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft If both new ideas and new chromosomes are generated by recombination, is Meiosis a state of matter or a state of mind? Thoughts tend to melt, thaw, and…"},{"id":"artwork:27292002143","type":"artwork","title":"Sleep, Dream, Wake","url":"/artworks/27292002143-sleep-dream-wake.html","external_url":"https://www.flickr.com/photos/43693624@N07/27292002143","summary":"\"As a dream when one awaketh.\" –Psalms. LXXIII. 20. \"Dreaming is not merely an act of communication; it is also an aesthetic activity, a game of the…","year":"2016","domain":"Art","tags":["art","drawing","man","woman","person","sleeping","mind","spirit","soul","contrast"],"content":"Sleep, Dream, Wake man woman person sleeping mind spirit soul contrast sleep rest pause hilary clinton donald trump us usa election selection natural evolution pattern love thought think body self art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"As a dream when one awaketh.\" –Psalms. LXXIII. 20. \"Dreaming is not merely an act of communication; it is also an aesthetic activity, a game of the…"},{"id":"artwork:27191123053","type":"artwork","title":"The Pleasure Principle","url":"/artworks/27191123053-the-pleasure-principle.html","external_url":"https://www.flickr.com/photos/43693624@N07/27191123053","summary":"Ego is the means by which Pleasure becomes Pain. Time is the river that this all occurs in. The five lines in the middle of the drawing, read from…","year":"2016","domain":"Art","tags":["art","drawing","sex","life","reward","evolution","school","pleasure","pain","thought"],"content":"The Pleasure Principle sex life reward evolution school pleasure pain thought process mind psychology esoteric esoterica balance decision time water earth air fire ether self other person people drugs drug party good bad philosophy cartoon drawing philos pen paper ink hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch Ego is the means by which Pleasure becomes Pain. Time is the river that this all occurs in. The five lines in the middle of the drawing, read from…"},{"id":"artwork:27657384152","type":"artwork","title":"Resilience","url":"/artworks/27657384152-resilience.html","external_url":"https://www.flickr.com/photos/43693624@N07/27657384152","summary":"\"కొండ నాలుక కు మందు వేస్తే, ఉన్న నాలుక ఊడిందంట\" [\"When he applied medicine to the uvula, it took out the whole tongue.\"] — Telugu proverb. \"ஏட்டுச்…","year":"2016","domain":"Art","tags":["art","drawing","genetics","gene","reductionism","holism","thought","slow","down","lsd"],"content":"Resilience genetics gene reductionism holism thought slow down lsd alternate altered state consciousness repent repeal relax relapse red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"కొండ నాలుక కు మందు వేస్తే, ఉన్న నాలుక ఊడిందంట\" [\"When he applied medicine to the uvula, it took out the whole tongue.\"] — Telugu proverb. \"ஏட்டுச்…"},{"id":"artwork:27729581435","type":"artwork","title":"Metaforeplay","url":"/artworks/27729581435-metaforeplay.html","external_url":"https://www.flickr.com/photos/43693624@N07/27729581435","summary":"Metaforeplay — pen and ink drawing by Daniel Ari Friedman (2016). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2016","domain":"Art","tags":["art","drawing","heart","head","brain","tummy","abdomen","microbiome","thought","love"],"content":"Metaforeplay heart head brain tummy abdomen microbiome thought love feeling emotion sex time relationship interaction pen paper ink drawing hand font cursive text letter english writing design language word words art red black white draw contrast color rojo daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Metaforeplay — pen and ink drawing by Daniel Ari Friedman (2016). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:27098551914","type":"artwork","title":"Telomere (TTAGGG)","url":"/artworks/27098551914-telomere-ttaggg.html","external_url":"https://www.flickr.com/photos/43693624@N07/27098551914","summary":"A writing on the Telomere: Chromosomes are long tangled strings of deoxyriboproteinacious-ness that require constant emotional and biochemical support…","year":"2016","domain":"Art","tags":["art","drawing","dna","rna","protein","central","dogma","telomere","mereology","philosophy"],"content":"Telomere (TTAGGG) dna rna protein central dogma telomere mereology philosophy ecology evolution eco evo ecoevo evoeco ecoevodevo change darwin lamarck dawkins nonduality nondual chromosome pen paper ink drawing hand font cursive text letter english writing design language word words art biology science brain bio draw daniel ari friedman danielarifriedman creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch A writing on the Telomere: Chromosomes are long tangled strings of deoxyriboproteinacious-ness that require constant emotional and biochemical support…"},{"id":"artwork:27547705672","type":"artwork","title":"Universe","url":"/artworks/27547705672-universe.html","external_url":"https://www.flickr.com/photos/43693624@N07/27547705672","summary":"Hello Viewer, Following is a writing about the Universe. It was made to accompany this drawing. ~~~~~~~~ At some point, a finite amount of mass-energy is…","year":"2014","domain":"Art","tags":["art","drawing","curl","freehand","draw","consciousness","universe","galaxy","gravitation","proton"],"content":"Universe curl freehand draw consciousness universe galaxy gravitation proton neutron electron election molecular molecule phase matter changing change dynamic evolution ecology stanford phd biology life biogenesis noogeneseis abiogenesis pseudogenesis thought love action karma akarma vikarma gunas tamas rajas sattva california party friends art sanfrancisco usa sky architecture design clinton trump president pen paper ink drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freedraw craft Hello Viewer, Following is a writing about the Universe. It was made to accompany this drawing. ~~~~~~~~ At some point, a finite amount of mass-energy is…"},{"id":"artwork:26913465314","type":"artwork","title":"Entanglement","url":"/artworks/26913465314-entanglement.html","external_url":"https://www.flickr.com/photos/43693624@N07/26913465314","summary":"“Everything is design. Everything!” ― Paul Rand “I am no bird; and no net ensnares me: I am a free human being with an independent will.” ― Charlotte…","year":"2016","domain":"Art","tags":["art","drawing","curve","line","draw","hand","sharp","zigzag","zig","zag"],"content":"Entanglement curve line draw hand sharp zigzag zig zag alternate change mind thought self meditation science biology genetics evolution ecology development ecoevodevo black blackandwhite consciousness unconscious dopamine serotonin octopamine tyramine pogonomyrmex barbatus drosophila melanogaster biochemistry inositol phosphate beautiful trump clinton bernie sanders california art pen paper ink drawing daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Everything is design. Everything!” ― Paul Rand “I am no bird; and no net ensnares me: I am a free human being with an independent will.” ― Charlotte…"},{"id":"artwork:27365520021","type":"artwork","title":"World/Body/Mind/Self","url":"/artworks/27365520021-world-body-mind-self.html","external_url":"https://www.flickr.com/photos/43693624@N07/27365520021","summary":"The white canvas around this drawing is the World -- vast and unexplored, imposable and improbable. The World is an answer to its own question. A…","year":"2016","domain":"Art","tags":["art","drawing","inside","out","psychology","mind","meditation","depression","stress","eustress"],"content":"World/Body/Mind/Self inside out psychology mind meditation depression stress eustress epigenetic genetic reductionism holism deconstructing decolonializing art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The white canvas around this drawing is the World -- vast and unexplored, imposable and improbable. The World is an answer to its own question. A…"},{"id":"artwork:26750072004","type":"artwork","title":"Self","url":"/artworks/26750072004-self.html","external_url":"https://www.flickr.com/photos/43693624@N07/26750072004","summary":"This ant is rather consumed with the Sisyphean task of improving her \"Self\" in a deliriously-confusing and rapidly-evaporating world of pheromones. She…","year":"2016","domain":"Art","tags":["art","drawing","ant","möbius","mobius","strip","path","pheromone","phenomenology","walk"],"content":"Self ant möbius mobius strip path pheromone phenomenology walk life karma maya illusion trait determinism free will time space lines arrow direction decision extreme buddha think meditation meditate mindful fractal recursive recursion escher mc biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch This ant is rather consumed with the Sisyphean task of improving her \"Self\" in a deliriously-confusing and rapidly-evaporating world of pheromones. She…"},{"id":"artwork:27264839015","type":"artwork","title":"Balance","url":"/artworks/27264839015-balance.html","external_url":"https://www.flickr.com/photos/43693624@N07/27264839015","summary":"“We're fascinated by the words--but where we meet is in the silence behind them.” ― Ram Dass \"One never notices what has been done; one can only see what…","year":"2016","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Balance art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “We're fascinated by the words--but where we meet is in the silence behind them.” ― Ram Dass \"One never notices what has been done; one can only see what…"},{"id":"artwork:27057396692","type":"artwork","title":"Expression","url":"/artworks/27057396692-expression.html","external_url":"https://www.flickr.com/photos/43693624@N07/27057396692","summary":"“Distracted from distraction by distraction” ― T.S. Eliot “An intelligent person can rationalize anything, a wise person doesn't try.” ― Jen Knox…","year":"2016","domain":"Art","tags":["art","drawing","phone","iphone","tablet","smart","smartphone","next","generation","tech"],"content":"Expression phone iphone tablet smart smartphone next generation tech technology vc hype distraction statistics bar chart line graph stocks up down look click bait headphones sound light color stimuli hyperactive future past present relationship sec sex cos sin tan clinton trump president game social media art pen paper ink draw drawing android osx os computer modern daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft “Distracted from distraction by distraction” ― T.S. Eliot “An intelligent person can rationalize anything, a wise person doesn't try.” ― Jen Knox…"},{"id":"artwork:27025477311","type":"artwork","title":"Pyridine Scheme","url":"/artworks/27025477311-pyridine-scheme.html","external_url":"https://www.flickr.com/photos/43693624@N07/27025477311","summary":"The truth isn't stranger than fiction...it's just...different.... ~~~~~~~~~~~~ \"I looked and looked but I didn't see God.\" — Yuri Gagarin \"Anyone who…","year":"2014","domain":"Art","tags":["art","drawing","mind","body","soul","spirit","connection","iteration","integration","differentiation"],"content":"Pyridine Scheme mind body soul spirit connection iteration integration differentiation thinking meditation passion triangle arms legs stick minimal art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The truth isn't stranger than fiction...it's just...different.... ~~~~~~~~~~~~ \"I looked and looked but I didn't see God.\" — Yuri Gagarin \"Anyone who…"},{"id":"artwork:26765190210","type":"artwork","title":"Observe Your Reaction","url":"/artworks/26765190210-observe-your-reaction.html","external_url":"https://www.flickr.com/photos/43693624@N07/26765190210","summary":"\"All that can be said of friendship is like botany to flowers.\" ― Henry D. Thoreau, Journal, 1842-44 “Meditation is the dissolution of thoughts in…","year":"2016","domain":"Art","tags":["art","drawing","observe","your","reaction","meditation","awareness","aware","awake","sleep"],"content":"Observe Your Reaction observe your reaction meditation awareness aware awake sleep state work karma piece peace think thought contact interaction action binding habit pattern repeat again practice try trying meditate mindful mindfulness empty full perspective philosophy cartoon drawing pen paper ink hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"All that can be said of friendship is like botany to flowers.\" ― Henry D. Thoreau, Journal, 1842-44 “Meditation is the dissolution of thoughts in…"},{"id":"artwork:27010250185","type":"artwork","title":"Shapes on a Page","url":"/artworks/27010250185-shapes-on-a-page.html","external_url":"https://www.flickr.com/photos/43693624@N07/27010250185","summary":"There are no words on this page. Just lines and dots ;) If you choose to interpret the various shapes on this page as letters (and who could blame you?)…","year":"2016","domain":"Art","tags":["art","drawing","philosophy","cartoon","drawing","black","white","verb","noun","word"],"content":"Shapes on a Page philosophy cartoon drawing black white verb noun word language english writing text type art pen paper ink draw daniel ari friedman danielarifriedman science creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch There are no words on this page. Just lines and dots ;) If you choose to interpret the various shapes on this page as letters (and who could blame you?)…"},{"id":"artwork:27010249425","type":"artwork","title":"Partnership","url":"/artworks/27010249425-partnership.html","external_url":"https://www.flickr.com/photos/43693624@N07/27010249425","summary":"“Those who believe in telekinetics, raise my hand.” ― Kurt Vonnegut “I am seeking, I am striving, I am in it with all my heart.” ― Vincent van Gogh “I…","year":"2016","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Partnership art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Those who believe in telekinetics, raise my hand.” ― Kurt Vonnegut “I am seeking, I am striving, I am in it with all my heart.” ― Vincent van Gogh “I…"},{"id":"artwork:27010248565","type":"artwork","title":"Replication (Fate)","url":"/artworks/27010248565-replication-fate.html","external_url":"https://www.flickr.com/photos/43693624@N07/27010248565","summary":"“Trust thyself: every heart vibrates to that iron string.” ― Ralph Waldo Emerson “If you want to make God laugh, tell him about your plans.” ― Woody…","year":"2016","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Replication (Fate) art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Trust thyself: every heart vibrates to that iron string.” ― Ralph Waldo Emerson “If you want to make God laugh, tell him about your plans.” ― Woody…"},{"id":"artwork:26933401355","type":"artwork","title":"Where the rising Crane meets the falling Skyhook","url":"/artworks/26933401355-where-the-rising-crane-meets-the-falling-skyhook.html","external_url":"https://www.flickr.com/photos/43693624@N07/26933401355","summary":"“Words are memes that can be pronounced.” ― Daniel C. Dennett “This is a new year. A new beginning. And things will change.” ― Taylor Swift “People…","year":"2016","domain":"Art","tags":["art","drawing","abstract","4","four","3","three","dna","a","c"],"content":"Where the rising Crane meets the falling Skyhook abstract 4 four 3 three dna a c t g actg rna evolution ecology synthesis modern postmodern pen draw art paper ink drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Words are memes that can be pronounced.” ― Daniel C. Dennett “This is a new year. A new beginning. 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Le Guin “They are ill discoverers that think there is no land when they can see nothing…","year":"2016","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Mountains pen paper ink drawing hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “When you light a candle, you also cast a shadow.” ― Ursula K. Le Guin “They are ill discoverers that think there is no land when they can see nothing…"},{"id":"artwork:25795768144","type":"artwork","title":"I is Another","url":"/artworks/25795768144-i-is-another.html","external_url":"https://www.flickr.com/photos/43693624@N07/25795768144","summary":"\"Sit still. Stop thinking. Shut up. 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Get out!\" ― Aleister Crowley, 'Eight Lectures On Yoga' (1939). “Plagiarism is the fear of a blank page.” ― Mokokoma…"},{"id":"artwork:26399972165","type":"artwork","title":"Take & Leave","url":"/artworks/26399972165-take-leave.html","external_url":"https://www.flickr.com/photos/43693624@N07/26399972165","summary":"\"Attainment and science, retainment and art—the two couples keep to themselves, but when they do meet, nothing else in the world matters.\" — Vladimir…","year":"2016","domain":"Art","tags":["art","drawing","triangle","curve","thought","mind","birthday","love","relationship","relation"],"content":"Take & Leave triangle curve thought mind birthday love relationship relation intimacy dating sex meaning juxtaposition cuddle expansion rejection projection infection glia astrocyte microglia rent take me or leave women men what is it about them cant live with without art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Attainment and science, retainment and art—the two couples keep to themselves, but when they do meet, nothing else in the world matters.\" — Vladimir…"},{"id":"artwork:25972494650","type":"artwork","title":"Qualification","url":"/artworks/25972494650-qualification.html","external_url":"https://www.flickr.com/photos/43693624@N07/25972494650","summary":"\"Practical sciences proceed by building up; theoretical sciences by resolving into components.\" — Saint Thomas Aquinas, 'Sententia libri Ethicorum'…","year":"2016","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Qualification art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Practical sciences proceed by building up; theoretical sciences by resolving into components.\" — Saint Thomas Aquinas, 'Sententia libri Ethicorum'…"},{"id":"artwork:25642643053","type":"artwork","title":"Improvization","url":"/artworks/25642643053-improvization.html","external_url":"https://www.flickr.com/photos/43693624@N07/25642643053","summary":"\"Experiment adds to knowledge, Credulity leads to error.\" — Anonymous, Arabic Proverb. \"A species is a reproductive community of populations…","year":"2016","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Improvization red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Experiment adds to knowledge, Credulity leads to error.\" — Anonymous, Arabic Proverb. \"A species is a reproductive community of 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danielarifriedman science geometry topology mathematics freedraw craft \"Love, Cough, & a Smoke, can't well be hid.\" — Benjamin Franklin, Poor Richard's Almanack (1737) \"The truth is, Pavlov's dog trained Pavlov to ring this…"},{"id":"artwork:25917809230","type":"artwork","title":"Mindfulness","url":"/artworks/25917809230-mindfulness.html","external_url":"https://www.flickr.com/photos/43693624@N07/25917809230","summary":"\"'Facts' are the bounds of human knowledge, set for it, not by it.\" — William James, 'On Some Hegelisms' (1882) \"It is one thing, to shew a Man that he…","year":"2016","domain":"Art","tags":["art","drawing","3","three","symmetrical","symmetry","rotational","rotating","arrow","spinning"],"content":"Mindfulness 3 three symmetrical symmetry rotational rotating arrow spinning art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch 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topology mathematics cartoon freedraw craft illustration doodle sketch There is Life after Death in the same way that there is Death after Life. ~~~~~~~~~~~~~~~ “All goes onward and outward, nothing collapses, And to die is…"},{"id":"artwork:25580508071","type":"artwork","title":"Connect (the Dissolution)","url":"/artworks/25580508071-connect-the-dissolution.html","external_url":"https://www.flickr.com/photos/43693624@N07/25580508071","summary":"“The painter has the Universe in his mind and hands.” ― Leonardo da Vinci “I wasn't actually in love, but I felt a sort of tender curiosity.” ― F. 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I don't let me sense pilfer it, I make my soul join in it, not to bind herself to it, but to take…"},{"id":"artwork:24909975021","type":"artwork","title":"Passion","url":"/artworks/24909975021-passion.html","external_url":"https://www.flickr.com/photos/43693624@N07/24909975021","summary":"A meditation on Music and Mind: A delicate conch is perched inside your skull, patiently awaiting the introduction of an ear worm. 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Music, meet Brain…"},{"id":"artwork:24257281444","type":"artwork","title":"Inheritance of Acquired Characteristics","url":"/artworks/24257281444-inheritance-of-acquired-characteristics.html","external_url":"https://www.flickr.com/photos/43693624@N07/24257281444","summary":"\"Nature, it seems, is the popular name for milliards and milliards and milliards of particles playing their infinite game of billiards and billiards and…","year":"2016","domain":"Art","tags":["art","drawing","red","black","ching","identity","self","transformation","cause","cyclic"],"content":"Inheritance of Acquired Characteristics red black ching identity self transformation cause cyclic time effort karma justice magic magick castle rock climb boulder selfish gene holism genetics epigenetic dna rna protien lipid cell contrast bold fortune image symbol task folly white draw drawing art color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Nature, it seems, is the popular name for milliards and milliards and milliards of particles playing their infinite game of billiards and billiards and…"},{"id":"artwork:24447694569","type":"artwork","title":"Motivation","url":"/artworks/24447694569-motivation.html","external_url":"https://www.flickr.com/photos/43693624@N07/24447694569","summary":"\"You only see the light you shine.\" The mechanisms at play in this process are projection, reflection, interpretation, and experimentation. How much…","year":"2016","domain":"Art","tags":["art","drawing","red","black","text","you","only","see","light","shine"],"content":"Motivation red black text you only see light shine relflexive recursive lightness being life consciousness unconscious multcellular vision eye writing cursive letters pen paper ink drawing hand font letter english design language word words art white draw contrast color rojo daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"You only see the light you shine.\" The mechanisms at play in this process are projection, reflection, interpretation, and experimentation. How much…"},{"id":"artwork:24697307272","type":"artwork","title":"ThreeWay","url":"/artworks/24697307272-threeway.html","external_url":"https://www.flickr.com/photos/43693624@N07/24697307272","summary":"“I have drunken deep of joy, And I will taste no other wine tonight.” ― Percy Bysshe Shelley \"A metaphysical conclusion is either a false conclusion or a…","year":"2016","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"ThreeWay red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “I have drunken deep of joy, And I will taste no other wine tonight.” ― Percy Bysshe Shelley \"A metaphysical conclusion is either a false conclusion or a…"},{"id":"artwork:24114324524","type":"artwork","title":"Multiverse","url":"/artworks/24114324524-multiverse.html","external_url":"https://www.flickr.com/photos/43693624@N07/24114324524","summary":"“What you seek is seeking you.” ― Rumi \"Thinking is a momentary dismissal of irrelevancies.\" ― Buckminister Fuller, Utopia or Oblivion: The Prospects of…","year":"2016","domain":"Art","tags":["art","drawing","multi","verse","multiverse","triangle","tetrahedron","tetrahedra","education","school"],"content":"Multiverse multi verse multiverse triangle tetrahedron tetrahedra education school learning humble blessed vibration combination love sex admixture shadow square intersection combo grid lines art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “What you seek is seeking you.” ― Rumi \"Thinking is a momentary dismissal of irrelevancies.\" ― Buckminister Fuller, Utopia or Oblivion: The Prospects of…"},{"id":"artwork:24673565305","type":"artwork","title":"Water Strider","url":"/artworks/24673565305-water-strider.html","external_url":"https://www.flickr.com/photos/43693624@N07/24673565305","summary":"\"It is your work in life that is the ultimate seduction.\" ― Pablo Picasso “Licence my roving hands, and let them go // Before, behind, between, above…","year":"2016","domain":"Art","tags":["art","drawing","water","strider","ripple","still","when","there","is","no"],"content":"Water Strider water strider ripple still when there is no pebble thrown consciousness unconscious lake fluid liquid flowing echo spatial temporal omnidirectional art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"It is your work in life that is the ultimate seduction.\" ― Pablo Picasso “Licence my roving hands, and let them go // Before, behind, between, above…"},{"id":"artwork:24020868143","type":"artwork","title":"Shadow","url":"/artworks/24020868143-shadow.html","external_url":"https://www.flickr.com/photos/43693624@N07/24020868143","summary":"“Prose is architecture and the Baroque age is over.” ― Ernest Hemingway \"There are no moral phenomena, only moral interpretations of phenomena.\" ―…","year":"2016","domain":"Art","tags":["art","drawing","shadow","identity","jung","freud","psychology","analysis","deep","introspection"],"content":"Shadow shadow identity jung freud psychology analysis deep introspection minimalism line curve thought mind brain head skull body dualism monism moon unconscious subconscious id ego superego art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Prose is architecture and the Baroque age is over.” ― Ernest Hemingway \"There are no moral phenomena, only moral interpretations of phenomena.\" ―…"},{"id":"artwork:24000862124","type":"artwork","title":"Recovery","url":"/artworks/24000862124-recovery.html","external_url":"https://www.flickr.com/photos/43693624@N07/24000862124","summary":"“I dwell in possibility.” – Emily Dickinson \"An addict is someone who uses their body to tell society that something is wrong.\" ― Stella Adler \"A great…","year":"2016","domain":"Art","tags":["art","drawing","snake","leaving","curl","curve","end","tail","flippant","work"],"content":"Recovery snake leaving curl curve end tail flippant work worm addiction recovery art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “I dwell in possibility.” – Emily Dickinson \"An addict is someone who uses their body to tell society that something is wrong.\" ― Stella Adler \"A great…"},{"id":"artwork:24156578469","type":"artwork","title":"Sex","url":"/artworks/24156578469-sex.html","external_url":"https://www.flickr.com/photos/43693624@N07/24156578469","summary":"\"Zweck sein selbst ist jegliches Tier.\" [Each animal is an end in itself.] — Johann Wolfgang von Goethe, 'Metamorphose der Tiere' (1806) Dilbert…","year":"2016","domain":"Art","tags":["art","drawing","egg","sperm","sexual","selection","fertilization","love","passion","fusion"],"content":"Sex egg sperm sexual selection fertilization love passion fusion fission mitosis meiosis evolution ecoevo ecoevodevo recursion recursive black white sex biological biology fitness w hardyweinberg chaos weissman embryo embryology blastula gastrula evolutionary thought theory neodarwinian darwinian modern synthesis genetics swim swimmer swimming mucus liquid fluid blood sweat tears naked science art brain drawing bio ecology pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft \"Zweck sein selbst ist jegliches Tier.\" [Each animal is an end in itself.] — Johann Wolfgang von Goethe, 'Metamorphose der Tiere' (1806) Dilbert…"},{"id":"artwork:24420806111","type":"artwork","title":"Oxytocin","url":"/artworks/24420806111-oxytocin.html","external_url":"https://www.flickr.com/photos/43693624@N07/24420806111","summary":"\"All compounded things are subject to decay. Strive with diligence!\" –Gautama Buddha, last words (c. 483 BC) \"You will leave very soon. So the first…","year":"2016","domain":"Art","tags":["art","drawing","neuron","neuroscience","mirrorneuron","synapse","symbolic","symbol","relationship","love"],"content":"Oxytocin neuron neuroscience mirrorneuron synapse symbolic symbol relationship love affection compassion encapsulated surrounded surreal real hyperreal brown black namaste art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"All compounded things are subject to decay. Strive with diligence!\" –Gautama Buddha, last words (c. 483 BC) \"You will leave very soon. So the first…"},{"id":"artwork:23857142393","type":"artwork","title":"Infectious Awareness","url":"/artworks/23857142393-infectious-awareness.html","external_url":"https://www.flickr.com/photos/43693624@N07/23857142393","summary":"\"At the sight of a single bone, of a single piece of bone, I recognize and reconstruct the portion of the whole from which it would have been taken. 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Milne, Winnie-the-Pooh \"Her dreams, of course, partook of this symmetry. The same…","year":"2016","domain":"Art","tags":["art","drawing","birth","sperm","egg","fertilization","fecund","life","death","fitness"],"content":"Preformationism (Fitness Concept) birth sperm egg fertilization fecund life death fitness biology evolution ecoevo evodevo ecoevodevo recursion recursive dna rna protein sex consciousness combination art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “A bear, however hard he tries, grows tubby without exercise.” ― A.A. Milne, Winnie-the-Pooh \"Her dreams, of course, partook of this symmetry. The same…"},{"id":"artwork:23753363413","type":"artwork","title":"Supreme Author","url":"/artworks/23753363413-supreme-author.html","external_url":"https://www.flickr.com/photos/43693624@N07/23753363413","summary":"Is the Genome conscious? If it were conscious, what would it say? In this drawing, the hand represents the Genome (which is why it has an ATGC on it)…","year":"2016","domain":"Art","tags":["art","drawing","dna","rna","protein","dogma","central","hand","writing","text"],"content":"Supreme Author dna rna protein dogma central hand writing text cursive polymerase rnapol recursive recursion transcendental transcribe translate consciousness self selfawareness autopoesis help am trapped genome chromatin biology education conception love pen pencil you draw print freehand handdrawn auto autobiography art abstract symbolism symbol symbolic cybernetic cybernetics genetics epigenetics phenotype genotype ome genomics proteomics expression paper ink drawing font letter english design language word words science brain bio ecology evolution geometry topology mathematics cartoon freedraw craft Is the Genome conscious? If it were conscious, what would it say? In this drawing, the hand represents the Genome (which is why it has an ATGC on it)…"},{"id":"artwork:24248880382","type":"artwork","title":"Breakdown","url":"/artworks/24248880382-breakdown.html","external_url":"https://www.flickr.com/photos/43693624@N07/24248880382","summary":"No matter which way you look at it, the larger blob is gently saying to the smaller disconnected one: \"It's not what YOU do, it's about what I do when…","year":"2014","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Breakdown pen paper ink drawing hand font cursive text letter english writing design language word words art biology science brain bio ecology evolution draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch No matter which way you look at it, the larger blob is gently saying to the smaller disconnected one: \"It's not what YOU do, it's about what I do when…"},{"id":"artwork:24255510176","type":"artwork","title":"Gyroscope","url":"/artworks/24255510176-gyroscope.html","external_url":"https://www.flickr.com/photos/43693624@N07/24255510176","summary":"\"Nisi credideritis, non intelligitis.\" [Unless you believe, you will not understand.] — Saint Aurelius Augustinus Augustine De Ubero Arbitrio (On Free…","year":"2016","domain":"Art","tags":["art","drawing","balance","art","pen","paper","ink","draw","drawing","daniel"],"content":"Gyroscope balance art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Nisi credideritis, non intelligitis.\" [Unless you believe, you will not understand.] — Saint Aurelius Augustinus Augustine De Ubero Arbitrio (On Free…"},{"id":"artwork:24255441826","type":"artwork","title":"This is Your Brain on Neuroscience","url":"/artworks/24255441826-this-is-your-brain-on-neuroscience.html","external_url":"https://www.flickr.com/photos/43693624@N07/24255441826","summary":"“Any man could, if he were so inclined, be the sculptor of his own brain.” \"As long as our brain is a mystery, the universe, the reflection of the…","year":"2016","domain":"Art","tags":["art","drawing","neuroscience","neu","neuron","self","organization","inverse","free","feedback"],"content":"This is Your Brain on Neuroscience neuroscience neu neuron self organization inverse free feedback grad school gut nervous soma axon cell research university funding body mind man person neuro art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Any man could, if he were so inclined, be the sculptor of his own brain.” \"As long as our brain is a mystery, the universe, the reflection of the…"},{"id":"artwork:23653317854","type":"artwork","title":"Stem Cell","url":"/artworks/23653317854-stem-cell.html","external_url":"https://www.flickr.com/photos/43693624@N07/23653317854","summary":"\"It is by logic that we prove, but by intuition that we discover.\" — Henri Poincaré Science and Hypothesis (1902) \"Aristotle...a mere bond-servant to his…","year":"2016","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Stem Cell pen paper ink drawing hand font cursive text letter english writing design language word words art biology science brain bio ecology evolution draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"It is by logic that we prove, but by intuition that we discover.\" — Henri Poincaré Science and Hypothesis (1902) \"Aristotle...a mere bond-servant to his…"},{"id":"artwork:24187631846","type":"artwork","title":"Scarecrow","url":"/artworks/24187631846-scarecrow.html","external_url":"https://www.flickr.com/photos/43693624@N07/24187631846","summary":"“Amo amas amat amamus amatis amant amavi amavisti amavit amavimus amavistis amaverunt amavero amaveris amaverit… Everything was love. Everything will be…","year":"2016","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Scarecrow art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Amo amas amat amamus amatis amant amavi amavisti amavit amavimus amavistis amaverunt amavero amaveris amaverit… Everything was love. Everything will be…"},{"id":"artwork:24167235866","type":"artwork","title":"Hypercycle (Kali Yuga)","url":"/artworks/24167235866-hypercycle-kali-yuga.html","external_url":"https://www.flickr.com/photos/43693624@N07/24167235866","summary":"“Show me a sane man and I will cure him for you.” ― C.G. Jung \"Thinking is an experimental dealing with small quantities of energy, just as a general…","year":"2016","domain":"Art","tags":["art","drawing","tetra","tetrahedron","shape","color","red","repeat","pattern","center"],"content":"Hypercycle (Kali Yuga) tetra tetrahedron shape color red repeat pattern center pen ink redness life passion triangle wave particle duality monism california party friends art sanfrancisco usa sky architecture design black white draw drawing contrast rojo paper daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Show me a sane man and I will cure him for you.” ― C.G. Jung \"Thinking is an experimental dealing with small quantities of energy, just as a general…"},{"id":"artwork:23458742854","type":"artwork","title":"Aries","url":"/artworks/23458742854-aries.html","external_url":"https://www.flickr.com/photos/43693624@N07/23458742854","summary":"PRACTICE MAKES PRACTICE \"Fire may be represented as the destroyer of all sophistry, and as the image and demonstration of truth; because it is light and…","year":"2015","domain":"Art","tags":["art","drawing","fire","ice","element","5","horoscope","astrology","art","pen"],"content":"Aries fire ice element 5 horoscope astrology art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch PRACTICE MAKES PRACTICE \"Fire may be represented as the destroyer of all sophistry, and as the image and demonstration of truth; because it is light and…"},{"id":"artwork:23982229911","type":"artwork","title":"Molecular Extravagance","url":"/artworks/23982229911-molecular-extravagance.html","external_url":"https://www.flickr.com/photos/43693624@N07/23982229911","summary":"“The role of the infinitely small in nature is infinitely great.” ― Louis Pasteur \"All I ask is that we compare human consciousness with spirochete…","year":"2015","domain":"Art","tags":["art","drawing","cell","bacteria","archea","lines","cytoskeleton","actin","myosin","cytoplasm"],"content":"Molecular Extravagance cell bacteria archea lines cytoskeleton actin myosin cytoplasm cytosol uniceullular taxis membrane integral motility life crispr cas cas9 protein rna dna lifeform form donald trump hilary clinton usa us election selection natural unnatrual biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “The role of the infinitely small in nature is infinitely great.” ― Louis Pasteur \"All I ask is that we compare human consciousness with spirochete…"},{"id":"artwork:23436371004","type":"artwork","title":"Shiva (Cosmic Dance)","url":"/artworks/23436371004-shiva-cosmic-dance.html","external_url":"https://www.flickr.com/photos/43693624@N07/23436371004","summary":"My meditation on/during this drawing: Adsorbing power from the feminine Shakti, Shiva rhythmically produces blissful existence (Sat-Chit-Ananda). 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When…"},{"id":"artwork:24038432626","type":"artwork","title":"Tension","url":"/artworks/24038432626-tension.html","external_url":"https://www.flickr.com/photos/43693624@N07/24038432626","summary":"\"Man is an intelligence in servitude to his organs.\" ― Aldous Huxley \"Luck is a word devoid of sense. Nothing can exist without a cause.\" ― Voltaire \"The…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Tension art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Man is an intelligence in servitude to his organs.\" ― Aldous Huxley \"Luck is a word devoid of sense. Nothing can exist without a cause.\" ― Voltaire \"The…"},{"id":"artwork:24038341546","type":"artwork","title":"Dakshinamurthy (தட்சிணாமூர்த்தி)","url":"/artworks/24038341546-dakshinamurthy.html","external_url":"https://www.flickr.com/photos/43693624@N07/24038341546","summary":"\"Water and a bubble on it are one and the same. The bubble has its birth in the water, floats on it, and is ultimately resolved into it.\" \"There is not a…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Dakshinamurthy (தட்சிணாமூர்த்தி) art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Water and a bubble on it are one and the same. The bubble has its birth in the water, floats on it, and is ultimately resolved into it.\" \"There is not a…"},{"id":"artwork:22889038234","type":"artwork","title":"Soul Work","url":"/artworks/22889038234-soul-work.html","external_url":"https://www.flickr.com/photos/43693624@N07/22889038234","summary":"The text says: \"a bird that from the nadir's floor to the zenith's top can soar.\" \"My body is like breakfast, lunch, and dinner. 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I don't think about it…"},{"id":"artwork:23414263971","type":"artwork","title":"Chaotropsis","url":"/artworks/23414263971-chaotropsis.html","external_url":"https://www.flickr.com/photos/43693624@N07/23414263971","summary":"\"If an angel were ever to tell us anything of his philosophy I believe many propositions would sound like 2 times 2 equals 13.\" -Georg Christoph…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Chaotropsis art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If an angel were ever to tell us anything of his philosophy I believe many propositions would sound like 2 times 2 equals 13.\" -Georg Christoph…"},{"id":"artwork:22818406674","type":"artwork","title":"Self-consciousness","url":"/artworks/22818406674-self-consciousness.html","external_url":"https://www.flickr.com/photos/43693624@N07/22818406674","summary":"The triumph of ontogeny over phylogeny!!! \"The conscious mind allows itself to be trained like a parrot, but the unconscious does not — which is why St…","year":"2015","domain":"Art","tags":["art","drawing","evolution","shell","sea","seashell","ontogenesis","ontogenetic","phylogenesis","phylogenetic"],"content":"Self-consciousness evolution shell sea seashell ontogenesis ontogenetic phylogenesis phylogenetic metaphysical geometry pen pap paper ribbon cephalopod consciousness thinking triangle twisted zen art ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic topology mathematics cartoon freehand freedraw craft illustration doodle sketch The triumph of ontogeny over phylogeny!!! \"The conscious mind allows itself to be trained like a parrot, but the unconscious does not — which is why St…"},{"id":"artwork:23324786656","type":"artwork","title":"Thankfulness","url":"/artworks/23324786656-thankfulness.html","external_url":"https://www.flickr.com/photos/43693624@N07/23324786656","summary":"“I discover myself on the verge of a usual mistake.” ― Walt Whitman, Song of Myself “In the depth of winter, I finally learned that within me there lay…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Thankfulness red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “I discover myself on the verge of a usual mistake.” ― Walt Whitman, Song of Myself “In the depth of winter, I finally learned that within me there lay…"},{"id":"artwork:23316404315","type":"artwork","title":"Communication","url":"/artworks/23316404315-communication.html","external_url":"https://www.flickr.com/photos/43693624@N07/23316404315","summary":"\"Conversation is the laboratory and workshop of the student.\" -Ralph Waldo Emerson \"Quand une regle est fort composée, ce qui luy est conforme, passe…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Communication art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Conversation is the laboratory and workshop of the student.\" -Ralph Waldo Emerson \"Quand une regle est fort composée, ce qui luy est conforme, passe…"},{"id":"artwork:22973577262","type":"artwork","title":"Central Scrutinizer","url":"/artworks/22973577262-central-scrutinizer.html","external_url":"https://www.flickr.com/photos/43693624@N07/22973577262","summary":"\"There is a reference in Aristotle to a gnat produced by larvae engendered in the slime of vinegar. This must have been Drosophila.\" — Alfred Henry…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Central Scrutinizer art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"There is a reference in Aristotle to a gnat produced by larvae engendered in the slime of vinegar. This must have been Drosophila.\" — Alfred Henry…"},{"id":"artwork:22568537248","type":"artwork","title":"Convent","url":"/artworks/22568537248-convent.html","external_url":"https://www.flickr.com/photos/43693624@N07/22568537248","summary":"\"We are near awakening when we dream that we dream.\" \"Philosophy is properly Home-sickness; the wish to be everywhere at home.\" \"Before abstraction…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Convent red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"We are near awakening when we dream that we dream.\" \"Philosophy is properly Home-sickness; the wish to be everywhere at home.\" \"Before abstraction…"},{"id":"artwork:22874742935","type":"artwork","title":"Pure teaching, Impure vessel","url":"/artworks/22874742935-pure-teaching-impure-vessel.html","external_url":"https://www.flickr.com/photos/43693624@N07/22874742935","summary":"...a pure teaching can emerge from an impure vessel... ~~~~~~ \"Rationality is what we do to organize the world, to make it possible to predict. Art is…","year":"2015","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Pure teaching, Impure vessel pen paper ink drawing hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch ...a pure teaching can emerge from an impure vessel... ~~~~~~ \"Rationality is what we do to organize the world, to make it possible to predict. Art is…"},{"id":"artwork:22253391583","type":"artwork","title":"Genometry","url":"/artworks/22253391583-genometry.html","external_url":"https://www.flickr.com/photos/43693624@N07/22253391583","summary":"\"This Shewing was quick and life-like, and horrifying and dreadful, sweet and lovely. And of all the sight it was most comfort to me that our God and…","year":"2015","domain":"Art","tags":["art","drawing","genome","gene","genetics","genomics","epigenetics","evodevo","development","evolution"],"content":"Genometry genome gene genetics genomics epigenetics evodevo development evolution chromatin dna histone rna biology bio art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"This Shewing was quick and life-like, and horrifying and dreadful, sweet and lovely. And of all the sight it was most comfort to me that our God and…"},{"id":"artwork:22794206291","type":"artwork","title":"Action // Thought","url":"/artworks/22794206291-action-thought.html","external_url":"https://www.flickr.com/photos/43693624@N07/22794206291","summary":"“The cave you fear to enter holds the treasure you seek.” ― Joseph Campbell “To change one’s life: 1. Start immediately. 2. Do it flamboyantly. 3. No…","year":"2015","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Action // Thought pen paper ink drawing hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “The cave you fear to enter holds the treasure you seek.” ― Joseph Campbell “To change one’s life: 1. Start immediately. 2. Do it flamboyantly. 3. No…"},{"id":"artwork:22126591304","type":"artwork","title":"Travelling Song","url":"/artworks/22126591304-travelling-song.html","external_url":"https://www.flickr.com/photos/43693624@N07/22126591304","summary":"“The sensual mysticism of entire vertical being.” -e. e. cummings “It is your work in life that is the ultimate seduction.” -Pablo Picasso “Here we stand…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Travelling Song art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “The sensual mysticism of entire vertical being.” -e. e. cummings “It is your work in life that is the ultimate seduction.” -Pablo Picasso “Here we stand…"},{"id":"artwork:21956293183","type":"artwork","title":"W.S. Walcott Alternative Medicine Show","url":"/artworks/21956293183-w-s-walcott-alternative-medicine-show.html","external_url":"https://www.flickr.com/photos/43693624@N07/21956293183","summary":"\"As I was walking among the fires of Hell, delighted with the enjoyments of genius which to Angels looks like torment and insanity…\" -William Blake…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"W.S. Walcott Alternative Medicine Show art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"As I was walking among the fires of Hell, delighted with the enjoyments of genius which to Angels looks like torment and insanity…\" -William Blake…"},{"id":"artwork:21954461654","type":"artwork","title":"Jerico's walls came tumbling down...","url":"/artworks/21954461654-jerico-s-walls-came-tumbling-down.html","external_url":"https://www.flickr.com/photos/43693624@N07/21954461654","summary":"\"So the people shouted, when they had blown trumpets: for when the people had heard the sound of the trumpets, they shouted with a great shout: and the…","year":"2015","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Jerico's walls came tumbling down... pen paper ink drawing hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"So the people shouted, when they had blown trumpets: for when the people had heard the sound of the trumpets, they shouted with a great shout: and the…"},{"id":"artwork:22491798266","type":"artwork","title":"Synergy","url":"/artworks/22491798266-synergy.html","external_url":"https://www.flickr.com/photos/43693624@N07/22491798266","summary":"\"Something hit me very hard once, thinking about what one little man could do.\" \"The highest of generalizations is the synergetic integration of truth…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Synergy red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Something hit me very hard once, thinking about what one little man could do.\" \"The highest of generalizations is the synergetic integration of truth…"},{"id":"artwork:21849655534","type":"artwork","title":"Molecular Apotheosis","url":"/artworks/21849655534-molecular-apotheosis.html","external_url":"https://www.flickr.com/photos/43693624@N07/21849655534","summary":"\"I never discuss discussions.\" \"For all that has been — Thanks. For all that shall be — Yes.\" \"Never measure the height of a mountain until you have…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Molecular Apotheosis red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I never discuss discussions.\" \"For all that has been — Thanks. For all that shall be — Yes.\" \"Never measure the height of a mountain until you have…"},{"id":"artwork:22347351132","type":"artwork","title":"Inositol monophosphate","url":"/artworks/22347351132-inositol-monophosphate.html","external_url":"https://www.flickr.com/photos/43693624@N07/22347351132","summary":"\"Chymia, or Alchemy and Spagyrism, is the art of resolving compound bodies into their principles and of combining these again.\" — Georg Ernst Stahl…","year":"2015","domain":"Art","tags":["art","drawing","inositol","sugar","monophosphate","chemistry","molecule","hexose","hexagon","alchemy"],"content":"Inositol monophosphate inositol sugar monophosphate chemistry molecule hexose hexagon alchemy signaling dopamine pen paper ink drawing hand font cursive text letter english writing design language word words art biology science brain bio ecology evolution draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Chymia, or Alchemy and Spagyrism, is the art of resolving compound bodies into their principles and of combining these again.\" — Georg Ernst Stahl…"},{"id":"artwork:22098398962","type":"artwork","title":"Ultramyrmex abstractii","url":"/artworks/22098398962-ultramyrmex-abstractii.html","external_url":"https://www.flickr.com/photos/43693624@N07/22098398962","summary":"A poem I wrote: Life is an illness, acute and chronic. A visceral journey, ineffable, supersonic. Interpret patterns beyond Platonic. Ideals clashing…","year":"2015","domain":"Art","tags":["art","drawing","bug","insect","animal","entomology","ant","fly","bee","metaphysical"],"content":"Ultramyrmex abstractii bug insect animal entomology ant fly bee metaphysical rna augc genomics nonmodel species biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch A poem I wrote: Life is an illness, acute and chronic. A visceral journey, ineffable, supersonic. Interpret patterns beyond Platonic. Ideals clashing…"},{"id":"artwork:21373926613","type":"artwork","title":"Optimism","url":"/artworks/21373926613-optimism.html","external_url":"https://www.flickr.com/photos/43693624@N07/21373926613","summary":"“The world is not a solid continent of facts sprinkled by a few lakes of uncertainties, but a vast ocean of uncertainties speckled by a few islands of…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Optimism art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “The world is not a solid continent of facts sprinkled by a few lakes of uncertainties, but a vast ocean of uncertainties speckled by a few islands of…"},{"id":"artwork:21924157781","type":"artwork","title":"Tetragrammaton","url":"/artworks/21924157781-tetragrammaton.html","external_url":"https://www.flickr.com/photos/43693624@N07/21924157781","summary":"\"Biology is a science of three dimensions. The first is the study of each species across all levels of biological organization, molecule to cell to…","year":"2015","domain":"Art","tags":["art","drawing","four","tetra","tetrahedron","bucky","fuller","buckminister","thought","pattern"],"content":"Tetragrammaton four tetra tetrahedron bucky fuller buckminister thought pattern swim swimming walk texture repeat wall design structure clinton trump president game social media art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Biology is a science of three dimensions. The first is the study of each species across all levels of biological organization, molecule to cell to…"},{"id":"artwork:21726012590","type":"artwork","title":"Revolution by Common Dissent","url":"/artworks/21726012590-revolution-by-common-dissent.html","external_url":"https://www.flickr.com/photos/43693624@N07/21726012590","summary":"Die Phylogenese ist die mechanische Ursache cler Ontogenese. [Phylogenesis is the mechanical cause of ontogenesis.] — Ernst Haecke \"Modern chess has…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Revolution by Common Dissent art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Die Phylogenese ist die mechanische Ursache cler Ontogenese. [Phylogenesis is the mechanical cause of ontogenesis.] — Ernst Haecke \"Modern chess has…"},{"id":"artwork:21722230932","type":"artwork","title":"Fingerprint","url":"/artworks/21722230932-fingerprint.html","external_url":"https://www.flickr.com/photos/43693624@N07/21722230932","summary":"\"Nicht Kunst und Wissenschaft allein, Geduld will bei dem Werke sein\" [Not art and science only, but patience will be required for the work.] — Johann…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Fingerprint art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Nicht Kunst und Wissenschaft allein, Geduld will bei dem Werke sein\" [Not art and science only, but patience will be required for the work.] — Johann…"},{"id":"artwork:21005598623","type":"artwork","title":"Sociogenesis","url":"/artworks/21005598623-sociogenesis.html","external_url":"https://www.flickr.com/photos/43693624@N07/21005598623","summary":"\"The uses of interaction patterns may be as diverse as the ants. Harvester ants use interaction rates to regulate forag- ing; the acorn ants Temnothorax…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Sociogenesis art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The uses of interaction patterns may be as diverse as the ants. Harvester ants use interaction rates to regulate forag- ing; the acorn ants Temnothorax…"},{"id":"artwork:21635607181","type":"artwork","title":"Hypermethylation","url":"/artworks/21635607181-hypermethylation.html","external_url":"https://www.flickr.com/photos/43693624@N07/21635607181","summary":"\"We can allow satellites, planets, suns, universe, nay whole systems of universe to be governed by laws, but the smallest insect, we wish to be created…","year":"2015","domain":"Art","tags":["art","drawing","monster","creature","surreal","waves","wavey","face","cute","art"],"content":"Hypermethylation monster creature surreal waves wavey face cute art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"We can allow satellites, planets, suns, universe, nay whole systems of universe to be governed by laws, but the smallest insect, we wish to be created…"},{"id":"artwork:21255372070","type":"artwork","title":"Germ Line","url":"/artworks/21255372070-germ-line.html","external_url":"https://www.flickr.com/photos/43693624@N07/21255372070","summary":"\"Here is the world, sound as a nut, perfect, not the smallest piece of chaos left, never a stitch nor an end, not a mark of haste, or botching, or second…","year":"2015","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Germ Line biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Here is the world, sound as a nut, perfect, not the smallest piece of chaos left, never a stitch nor an end, not a mark of haste, or botching, or second…"},{"id":"artwork:20820666964","type":"artwork","title":"Phenotype","url":"/artworks/20820666964-phenotype.html","external_url":"https://www.flickr.com/photos/43693624@N07/20820666964","summary":"\"With only a little imagination we can see the gene as sitting at the centre of a radiating web of extended phenotypic power.\" — Richard Dawkins (The…","year":"2015","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Phenotype pen paper ink drawing hand font cursive text letter english writing design language word words art biology science brain bio ecology evolution draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"With only a little imagination we can see the gene as sitting at the centre of a radiating web of extended phenotypic power.\" — Richard Dawkins (The…"},{"id":"artwork:21373209972","type":"artwork","title":"Macroscope","url":"/artworks/21373209972-macroscope.html","external_url":"https://www.flickr.com/photos/43693624@N07/21373209972","summary":"Molon Labe. \"When our knowing exceeds our sensing, we will no longer be deceived by the illusions of our senses.\" -Walter Russell \"What goes into…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Macroscope red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Molon Labe. \"When our knowing exceeds our sensing, we will no longer be deceived by the illusions of our senses.\" -Walter Russell \"What goes into…"},{"id":"artwork:21352856882","type":"artwork","title":"Life Cycle","url":"/artworks/21352856882-life-cycle.html","external_url":"https://www.flickr.com/photos/43693624@N07/21352856882","summary":"\"Hox Hox.\" \"Who's there?\" \"Genes.\" \"Genes who?\" \"Genes who are involved in development.\" \"When finally interpreted [sic], the genetic messages encoded…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Life Cycle red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Hox Hox.\" \"Who's there?\" \"Genes.\" \"Genes who?\" \"Genes who are involved in development.\" \"When finally interpreted [sic], the genetic messages encoded…"},{"id":"artwork:20171761523","type":"artwork","title":"Entatic Being","url":"/artworks/20171761523-entatic-being.html","external_url":"https://www.flickr.com/photos/43693624@N07/20171761523","summary":"“Never forget that justice is what love looks like in public” ―Cornel West \"How the hell can a person/ Go to work in the morning/ Come home in the…","year":"2015","domain":"Art","tags":["art","drawing","heart","egg","sperm","growth","shape","pen","black","white"],"content":"Entatic Being heart egg sperm growth shape pen black white blackandwhite geometry gene genetics epigenetics evodevo development ecoevo uterus ovary ovaries stem cell germ line art paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Never forget that justice is what love looks like in public” ―Cornel West \"How the hell can a person/ Go to work in the morning/ Come home in the…"},{"id":"artwork:20579750496","type":"artwork","title":"Isochromatin","url":"/artworks/20579750496-isochromatin.html","external_url":"https://www.flickr.com/photos/43693624@N07/20579750496","summary":"\" When we have passed beyond knowings, then we shall have Knowledge. Reason was the helper; Reason is the bar. When we have passed beyond willings, then…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Isochromatin art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \" When we have passed beyond knowings, then we shall have Knowledge. Reason was the helper; Reason is the bar. When we have passed beyond willings, then…"},{"id":"artwork:20299394068","type":"artwork","title":"If...","url":"/artworks/20299394068-if.html","external_url":"https://www.flickr.com/photos/43693624@N07/20299394068","summary":"\"Finge datos currus, quid agas?\" [Suppose the chariot of the sun were given you, what would you do?] (Apollo's question to Phaeton.) -Ovid…","year":"2015","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"If... pen paper ink drawing hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Finge datos currus, quid agas?\" [Suppose the chariot of the sun were given you, what would you do?] (Apollo's question to Phaeton.) -Ovid…"},{"id":"artwork:20487333725","type":"artwork","title":"Heart and Sol","url":"/artworks/20487333725-heart-and-sol.html","external_url":"https://www.flickr.com/photos/43693624@N07/20487333725","summary":"\"A bad liver is to a Frenchman what a nervous breakdown is to an American. Everyone has had one and everyone wants to talk about it.\" -Art Buchwald \"I…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Heart and Sol art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"A bad liver is to a Frenchman what a nervous breakdown is to an American. Everyone has had one and everyone wants to talk about it.\" -Art Buchwald \"I…"},{"id":"artwork:20091245320","type":"artwork","title":"Central Dogma, Part-Dieu","url":"/artworks/20091245320-central-dogma-part-dieu.html","external_url":"https://www.flickr.com/photos/43693624@N07/20091245320","summary":"Start on the top right, with sperm competition leading to fertilization. The zygote, at first embedded in the uterine lining, grows and eventually…","year":"2015","domain":"Art","tags":["art","drawing","dna","rna","protein","biology","art","dynamic","gene","expression"],"content":"Central Dogma, Part-Dieu dna rna protein biology art dynamic gene expression genetics epigenetics proteomics ribosome quantum germ line central dogma bio hack info graphic sex sperm egg ap acronym genotype phenotype endophenotype genomic genomics genomix genoremix third way translate transcribe reverse transcription translation transcriptomics nextgeneration next generation omics technology progress change politics debate clinton hilary donald trump genetic drawing cartoon image picture usa america education school boy girl man woman science brain ecology evolution Start on the top right, with sperm competition leading to fertilization. The zygote, at first embedded in the uterine lining, grows and eventually…"},{"id":"artwork:20279146395","type":"artwork","title":"Earthrise, Earthset","url":"/artworks/20279146395-earthrise-earthset.html","external_url":"https://www.flickr.com/photos/43693624@N07/20279146395","summary":"\"I live on Earth at present, and I don't know what I am. I know that I am not a category. I am not a thing — a noun. I seem to be a verb, an evolutionary…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Earthrise, Earthset art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I live on Earth at present, and I don't know what I am. I know that I am not a category. I am not a thing — a noun. I seem to be a verb, an evolutionary…"},{"id":"artwork:20279060205","type":"artwork","title":"Tinkers to Evers to Chance","url":"/artworks/20279060205-tinkers-to-evers-to-chance.html","external_url":"https://www.flickr.com/photos/43693624@N07/20279060205","summary":"On the right, there is a Triple Play: the Seven chakras are represented as the chess pieces (and a tetrahedron), and this entire structure of pieces and…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Tinkers to Evers to Chance art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch On the right, there is a Triple Play: the Seven chakras are represented as the chess pieces (and a tetrahedron), and this entire structure of pieces and…"},{"id":"artwork:19503432209","type":"artwork","title":"Truth","url":"/artworks/19503432209-truth.html","external_url":"https://www.flickr.com/photos/43693624@N07/19503432209","summary":"“Nature's stern discipline enjoins mutual help at least as often as warfare. The fittest may also be the gentlest.” ― Theodosius Dobzhansky “Religion is…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Truth art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Nature's stern discipline enjoins mutual help at least as often as warfare. The fittest may also be the gentlest.” ― Theodosius Dobzhansky “Religion is…"},{"id":"artwork:18955527844","type":"artwork","title":"Embryology","url":"/artworks/18955527844-embryology.html","external_url":"https://www.flickr.com/photos/43693624@N07/18955527844","summary":"“Just as a fire is covered by smoke and a mirror is obscured by dust, just as the embryo rests deep within the womb, wisdom is hidden by selfish desire.”…","year":"2015","domain":"Art","tags":["art","drawing","embryo","fetus","uterus","dots","curve","development","ecoevo","evodevo"],"content":"Embryology embryo fetus uterus dots curve development ecoevo evodevo art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Just as a fire is covered by smoke and a mirror is obscured by dust, just as the embryo rests deep within the womb, wisdom is hidden by selfish desire.”…"},{"id":"artwork:19471249931","type":"artwork","title":"'Pataphysics","url":"/artworks/19471249931-pataphysics.html","external_url":"https://www.flickr.com/photos/43693624@N07/19471249931","summary":"\"To every ω-consistent recursive class κ of formulae there correspond recursive class signs r, such that neither v Gen r nor Neg (v Gen r) belongs to Flg…","year":"2015","domain":"Art","tags":["art","drawing","triangle","art","pen","paper","ink","draw","drawing","daniel"],"content":"'Pataphysics triangle art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"To every ω-consistent recursive class κ of formulae there correspond recursive class signs r, such that neither v Gen r nor Neg (v Gen r) belongs to Flg…"},{"id":"artwork:19238498279","type":"artwork","title":"Stigmergy","url":"/artworks/19238498279-stigmergy.html","external_url":"https://www.flickr.com/photos/43693624@N07/19238498279","summary":"\"If you want to build a ship, don't herd people together to collect wood, don't assign them tasks and work, but rather teach them to long for the endless…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","stigmergy","ant"],"content":"Stigmergy art pen paper ink draw drawing stigmergy ant bee wasp insect line curve chakra seven 7 design star india indian daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If you want to build a ship, don't herd people together to collect wood, don't assign them tasks and work, but rather teach them to long for the endless…"},{"id":"artwork:19238337329","type":"artwork","title":"The Birds and the Bees","url":"/artworks/19238337329-the-birds-and-the-bees.html","external_url":"https://www.flickr.com/photos/43693624@N07/19238337329","summary":"\"A living organism must be studied from two distinct aspects. One of these is the causal-analytic aspect which is so fruitfully applicable to ontogeny…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"The Birds and the Bees red black white draw drawing art contrast color rojo biology science brain bio ecology evolution pen paper ink reproduction sex pair couple man woman relationship daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"A living organism must be studied from two distinct aspects. One of these is the causal-analytic aspect which is so fruitfully applicable to ontogeny…"},{"id":"artwork:18803823343","type":"artwork","title":"Contradiction","url":"/artworks/18803823343-contradiction.html","external_url":"https://www.flickr.com/photos/43693624@N07/18803823343","summary":"“Let me never fall into the vulgar mistake of dreaming that I am persecuted whenever I am contradicted.” ― Ralph Waldo Emerson “What we agree with leaves…","year":"2015","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Contradiction pen paper ink drawing hand font cursive text letter english writing design language word words art draw william blake do what you will this world is fiction contradiction paradox koan riddle daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Let me never fall into the vulgar mistake of dreaming that I am persecuted whenever I am contradicted.” ― Ralph Waldo Emerson “What we agree with leaves…"},{"id":"artwork:18998197259","type":"artwork","title":"Glow","url":"/artworks/18998197259-glow.html","external_url":"https://www.flickr.com/photos/43693624@N07/18998197259","summary":"\"I know I am deathless. No doubt I have died myself ten thousand times before. I laugh at what you call dissolution, and I know the amplitude of time.\"…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Glow art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I know I am deathless. No doubt I have died myself ten thousand times before. I laugh at what you call dissolution, and I know the amplitude of time.\"…"},{"id":"artwork:18998197209","type":"artwork","title":"Summer Blossoming","url":"/artworks/18998197209-summer-blossoming.html","external_url":"https://www.flickr.com/photos/43693624@N07/18998197209","summary":"\"What matters is the shape-making impulse\" —Seamus Heaney \"Simple laws can very well describe complex structures. The miracle is not the complexity of…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Summer Blossoming art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"What matters is the shape-making impulse\" —Seamus Heaney \"Simple laws can very well describe complex structures. The miracle is not the complexity of…"},{"id":"artwork:18776984929","type":"artwork","title":"The Body has a Mind...","url":"/artworks/18776984929-the-body-has-a-mind.html","external_url":"https://www.flickr.com/photos/43693624@N07/18776984929","summary":"\"I did not begin when I was born, nor when I was conceived. I have been growing, developing, through incalculable myriads of millenniums. All my previous…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"The Body has a Mind... red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I did not begin when I was born, nor when I was conceived. I have been growing, developing, through incalculable myriads of millenniums. All my previous…"},{"id":"artwork:18269147040","type":"artwork","title":"Xenopolymer","url":"/artworks/18269147040-xenopolymer.html","external_url":"https://www.flickr.com/photos/43693624@N07/18269147040","summary":"\"`When I use a word,' Humpty Dumpty said in rather a scornful tone, `it means just what I choose it to mean -- neither more nor less.' `The question is,'…","year":"2015","domain":"Art","tags":["art","drawing","dna","rna","single","strand","anneal","abstract","art","drawing"],"content":"Xenopolymer dna rna single strand anneal abstract art drawing drawn pen paper ligation repetition repeating freehand biology science brain bio ecology evolution ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"`When I use a word,' Humpty Dumpty said in rather a scornful tone, `it means just what I choose it to mean -- neither more nor less.' `The question is,'…"},{"id":"artwork:18391063081","type":"artwork","title":"The Origin of Somatic Tissue in the Breakdown of the Bistable Pluripotent Cell","url":"/artworks/18391063081-the-origin-of-somatic-tissue-in-the-breakdown-of-the-bistabl.html","external_url":"https://www.flickr.com/photos/43693624@N07/18391063081","summary":"\"These esoteric poses of philosophy and even the paper theories of behaviorists are mere subterfuges to avoid the material we are talking about.....We…","year":"2015","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"The Origin of Somatic Tissue in the Breakdown of the Bistable Pluripotent Cell biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"These esoteric poses of philosophy and even the paper theories of behaviorists are mere subterfuges to avoid the material we are talking about.....We…"},{"id":"artwork:18103677865","type":"artwork","title":"Polarity","url":"/artworks/18103677865-polarity.html","external_url":"https://www.flickr.com/photos/43693624@N07/18103677865","summary":"There is no resolution but resolution. (= there is no true finality to a process, just increasingly detailed perception) There is no solution other than…","year":"2015","domain":"Art","tags":["art","drawing","abstract","pen","paper","ink","trippy","duality","circle","jagged"],"content":"Polarity abstract pen paper ink trippy duality circle jagged symbolism one two three art magic love thought draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch There is no resolution but resolution. (= there is no true finality to a process, just increasingly detailed perception) There is no solution other than…"},{"id":"artwork:17860397601","type":"artwork","title":"Mirror Neuron(s)","url":"/artworks/17860397601-mirror-neuron-s.html","external_url":"https://www.flickr.com/photos/43693624@N07/17860397601","summary":"\"Like the entomologist in search of colorful butterflies, my attention has chased in the gardens of the grey matter cells with delicate and elegant…","year":"2015","domain":"Art","tags":["art","drawing","neuron","brain","blackandwhite","bw","idea","mirror","mirrorneuron","dots"],"content":"Mirror Neuron(s) neuron brain blackandwhite bw idea mirror mirrorneuron dots curve line shape art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Like the entomologist in search of colorful butterflies, my attention has chased in the gardens of the grey matter cells with delicate and elegant…"},{"id":"artwork:17631786818","type":"artwork","title":"Chromatin!","url":"/artworks/17631786818-chromatin.html","external_url":"https://www.flickr.com/photos/43693624@N07/17631786818","summary":"\"Identity is not an object; it is a process with addresses for all the different directions and dimensions in which it moves, and so it cannot so easily…","year":"2015","domain":"Art","tags":["art","drawing","chromatin","dna","shape","dots","histone","genome","genes","pen"],"content":"Chromatin! chromatin dna shape dots histone genome genes pen paper ink drawing hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Identity is not an object; it is a process with addresses for all the different directions and dimensions in which it moves, and so it cannot so easily…"},{"id":"artwork:17455193989","type":"artwork","title":"Signalling Games","url":"/artworks/17455193989-signalling-games.html","external_url":"https://www.flickr.com/photos/43693624@N07/17455193989","summary":"\"'Facts, facts, facts,' cries the scientist if he wants to emphasize the necessity of a firm foundation for science. 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Long live Vitalism! art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Why do you look at the speck of sawdust in your brother’s eye and pay no attention to the plank in your own eye?\" -Jesus, Matthew 7:3 \"The saying that a…"},{"id":"artwork:16525229314","type":"artwork","title":"Circular Automaton","url":"/artworks/16525229314-circular-automaton.html","external_url":"https://www.flickr.com/photos/43693624@N07/16525229314","summary":"\"With a gentleman I am always a gentleman and a half, and with a fraud I try to be a fraud and a half.\" \"To retain respect for sausages and laws, one…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Circular Automaton art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"With a gentleman I am always a gentleman and a half, and with a fraud I try to be a fraud and a half.\" \"To retain respect for sausages and laws, one…"},{"id":"artwork:16893009198","type":"artwork","title":"Genome Reannotation","url":"/artworks/16893009198-genome-reannotation.html","external_url":"https://www.flickr.com/photos/43693624@N07/16893009198","summary":"Molecular Genetics and Quantitative Genetics are not opponents. Rather, they serve as a scientific Scylla and Charybdis: reminded of the extreme…","year":"2015","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Genome Reannotation pen paper ink drawing hand font cursive text letter english writing design language word words art biology science brain bio ecology evolution draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Molecular Genetics and Quantitative Genetics are not opponents. Rather, they serve as a scientific Scylla and Charybdis: reminded of the extreme…"},{"id":"artwork:16892884418","type":"artwork","title":"OK Plasmid","url":"/artworks/16892884418-ok-plasmid.html","external_url":"https://www.flickr.com/photos/43693624@N07/16892884418","summary":"“Everything in the world is about sex except sex. Sex is about power.” ― Oscar Wilde \"She got her looks from her father. 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The complex is a…","year":"2015","domain":"Art","tags":["art","drawing","dopamine","serotonin","membrane","transporter","receptor","gpcr","g","protein"],"content":"Dopamine D2 Receptor dopamine serotonin membrane transporter receptor gpcr g protein coupled signaling pathway transmembrane neurotransmitter epinephrine biogenic amine consciousness thought arousal memory sex love feelings emotion art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch This is a symbolic representation of a receptor embedded in the plasma membrane of a synapse. Specifically, it is a dopamine D2 GPCR. The complex is a…"},{"id":"artwork:17009248216","type":"artwork","title":"Semiosis","url":"/artworks/17009248216-semiosis.html","external_url":"https://www.flickr.com/photos/43693624@N07/17009248216","summary":"\"If something cannot be used to tell a lie, conversely it cannot be used to tell the truth: it cannot in fact be used 'to tell' at all.\" -Umberto Eco…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Semiosis art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If something cannot be used to tell a lie, conversely it cannot be used to tell the truth: it cannot in fact be used 'to tell' at all.\" -Umberto Eco…"},{"id":"artwork:16754025239","type":"artwork","title":"Smooth","url":"/artworks/16754025239-smooth.html","external_url":"https://www.flickr.com/photos/43693624@N07/16754025239","summary":"“Whoever authors your story authorizes your actions.” ― Sam Keen \"A hero is one who knows how to hang on one minute longer.\" ― Norwegian proverb “I have…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Smooth red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Whoever authors your story authorizes your actions.” ― Sam Keen \"A hero is one who knows how to hang on one minute longer.\" ― Norwegian proverb “I have…"},{"id":"artwork:16175651693","type":"artwork","title":"Teaching","url":"/artworks/16175651693-teaching.html","external_url":"https://www.flickr.com/photos/43693624@N07/16175651693","summary":"Tell them what you are going to tell them. Strike at the core of the issue. Short sentences. Be direct. Give minimal axiomatic knowledge. Allow…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Teaching art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Tell them what you are going to tell them. Strike at the core of the issue. Short sentences. Be direct. Give minimal axiomatic knowledge. Allow…"},{"id":"artwork:16522842127","type":"artwork","title":"Lion Turtle","url":"/artworks/16522842127-lion-turtle.html","external_url":"https://www.flickr.com/photos/43693624@N07/16522842127","summary":"A true mind can weather all the lies and illusions without being lost..... A true heart can tough the poison of hatred without being harmed..... Since…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Lion Turtle art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch A true mind can weather all the lies and illusions without being lost..... A true heart can tough the poison of hatred without being harmed..... Since…"},{"id":"artwork:16522806457","type":"artwork","title":"Autopoesis","url":"/artworks/16522806457-autopoesis.html","external_url":"https://www.flickr.com/photos/43693624@N07/16522806457","summary":"Questioner: \"Do you believe in evolution? You have often said that understanding is immediate, the act of learning is on the moment; where does evolution…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Autopoesis art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Questioner: \"Do you believe in evolution? You have often said that understanding is immediate, the act of learning is on the moment; where does evolution…"},{"id":"artwork:16639598656","type":"artwork","title":"Helicobacter pylori","url":"/artworks/16639598656-helicobacter-pylori.html","external_url":"https://www.flickr.com/photos/43693624@N07/16639598656","summary":"\"A designer is an emerging synthesis of artist, inventor, mechanic, objective economist and evolutionary strategist.\" \"Those who play with the devil's…","year":"2015","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Helicobacter pylori art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"A designer is an emerging synthesis of artist, inventor, mechanic, objective economist and evolutionary strategist.\" \"Those who play with the devil's…"},{"id":"artwork:16452408937","type":"artwork","title":"Collective Behavior","url":"/artworks/16452408937-collective-behavior.html","external_url":"https://www.flickr.com/photos/43693624@N07/16452408937","summary":"\"Color provokes a psychic vibration. Color hides a power still unknown but real, which acts on every part of the human body...The sound of colors is so…","year":"2015","domain":"Art","tags":["art","drawing","red","black","white","draw","drawing","art","contrast","color"],"content":"Collective Behavior red black white draw drawing art contrast color rojo pen paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Color provokes a psychic vibration. Color hides a power still unknown but real, which acts on every part of the human body...The sound of colors is so…"},{"id":"artwork:15765770033","type":"artwork","title":"An \"Ant\" is a Colony (The Treachery of Images)","url":"/artworks/15765770033-an-ant-is-a-colony-the-treachery-of-images.html","external_url":"https://www.flickr.com/photos/43693624@N07/15765770033","summary":"\"The rhythm of ant-watching is not determined by a series of hypotheses, inferences and confirmations. 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Bush \"I strongly oppose cloning, as do most…","year":"2014","domain":"Art","tags":["art","drawing","ecology","evolution","eco","evo","ecoevo","developmental","devo","ecoevodevo"],"content":"Portrait of the Drosophila as a Young Fly ecology evolution eco evo ecoevo developmental devo ecoevodevo embryo blastula zygote uterine man woman person women biology science art brain drawing bio pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If the people knew what we had done, they would chase us down the street and lynch us.\" —George H.W. Bush \"I strongly oppose cloning, as do most…"},{"id":"artwork:15968850985","type":"artwork","title":"Enantiostasis","url":"/artworks/15968850985-enantiostasis.html","external_url":"https://www.flickr.com/photos/43693624@N07/15968850985","summary":"If the Mind and the Body are One, then what is an \"out-of-body\" experience? While the Mind takes leave from Body, does Body have an \"out-of-mind\"…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Enantiostasis art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch If the Mind and the Body are One, then what is an \"out-of-body\" experience? While the Mind takes leave from Body, does Body have an \"out-of-mind\"…"},{"id":"artwork:15336011403","type":"artwork","title":"Air","url":"/artworks/15336011403-air.html","external_url":"https://www.flickr.com/photos/43693624@N07/15336011403","summary":"\"If I were a gambler, I would take even money that England will not exist in the year 2000\" -Paul R. Ehrlich (Quote from 1969). \"There is no real…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Air art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"If I were a gambler, I would take even money that England will not exist in the year 2000\" -Paul R. Ehrlich (Quote from 1969). \"There is no real…"},{"id":"artwork:15839676911","type":"artwork","title":"Neural Network","url":"/artworks/15839676911-neural-network.html","external_url":"https://www.flickr.com/photos/43693624@N07/15839676911","summary":"“If this world is a poem, it is not because we see the meaning of it at first but on the strength of its chance occurrences and paradoxes.\" “To ask for…","year":"2014","domain":"Art","tags":["art","drawing","black","white","sprinkle","glitter","brain","neuro","neuron","neuroscience"],"content":"Neural Network black white sprinkle glitter brain neuro neuron neuroscience cell glia immune body biology organ sense sensual touch smell love science art drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “If this world is a poem, it is not because we see the meaning of it at first but on the strength of its chance occurrences and paradoxes.\" “To ask for…"},{"id":"artwork:15816330506","type":"artwork","title":"The Dancing Girl","url":"/artworks/15816330506-the-dancing-girl.html","external_url":"https://www.flickr.com/photos/43693624@N07/15816330506","summary":"“Research is the highest form of adoration” ― Pierre Teilhard de Chardin “If you want to make beautiful music, you must play the black and the white…","year":"2014","domain":"Art","tags":["art","drawing","purple","black","white","contrast","flower","dance","girl","woman"],"content":"The Dancing Girl purple black white contrast flower dance girl woman man partner love sex relationship nude naked time ltr crispr cas cas9 art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Research is the highest form of adoration” ― Pierre Teilhard de Chardin “If you want to make beautiful music, you must play the black and the white…"},{"id":"artwork:15602832058","type":"artwork","title":"Time","url":"/artworks/15602832058-time.html","external_url":"https://www.flickr.com/photos/43693624@N07/15602832058","summary":"\"I will tell you the deeper significance of this, which otherwise might seem a banal hydraulic joke. Caus knew that if one fills a vessel with water and…","year":"2014","domain":"Art","tags":["art","drawing","clock","time","kairos","chronos","pass","future","past","pastime"],"content":"Time clock time kairos chronos pass future past pastime timewarp warp white black hole transport teleport circle art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I will tell you the deeper significance of this, which otherwise might seem a banal hydraulic joke. Caus knew that if one fills a vessel with water and…"},{"id":"artwork:15603411850","type":"artwork","title":"Thelonious Parthenogenesis","url":"/artworks/15603411850-thelonious-parthenogenesis.html","external_url":"https://www.flickr.com/photos/43693624@N07/15603411850","summary":"\"So nat'ralists observe, a flea Has smaller fleas that on him prey; And these have smaller fleas to bite 'em. And so proceeds Ad infinitum.\" ― Jonathan…","year":"2014","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Thelonious Parthenogenesis biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"So nat'ralists observe, a flea Has smaller fleas that on him prey; And these have smaller fleas to bite 'em. And so proceeds Ad infinitum.\" ― Jonathan…"},{"id":"artwork:15599108117","type":"artwork","title":"Stretch","url":"/artworks/15599108117-stretch.html","external_url":"https://www.flickr.com/photos/43693624@N07/15599108117","summary":"\"The nightmare of materialism, which has turned the life of the universe into an evil, useless game, is not yet past; it holds the awakening soul still…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Stretch art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The nightmare of materialism, which has turned the life of the universe into an evil, useless game, is not yet past; it holds the awakening soul still…"},{"id":"artwork:15542506640","type":"artwork","title":"I, Ant","url":"/artworks/15542506640-i-ant.html","external_url":"https://www.flickr.com/photos/43693624@N07/15542506640","summary":"This is an Ant. Instead of Six legs, it has Four. Actually, instead of any legs at all, it has a capital letter \"I\" to symbolize the role of…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"I, Ant art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch This is an Ant. Instead of Six legs, it has Four. Actually, instead of any legs at all, it has a capital letter \"I\" to symbolize the role of…"},{"id":"artwork:15507943838","type":"artwork","title":"Symbolic Language","url":"/artworks/15507943838-symbolic-language.html","external_url":"https://www.flickr.com/photos/43693624@N07/15507943838","summary":"Ĥ♡Ѡ Ƭ♡ SƐŔѴƐ Λ Ŀ♡ѴƐŔ: Aŋ Aℓɠσŗïŧɧɱ ∱σŗ ŧɧε Pεŗþℓεхεđ Input: Two. Step 1: Mechanistic interaction (electro-magnetic + chemical + auditory + tactile + ...)…","year":"2014","domain":"Art","tags":["art","drawing","pen","paper","ink","drawing","hand","font","cursive","text"],"content":"Symbolic Language pen paper ink drawing hand font cursive text letter english writing design language word words art draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Ĥ♡Ѡ Ƭ♡ SƐŔѴƐ Λ Ŀ♡ѴƐŔ: Aŋ Aℓɠσŗïŧɧɱ ∱σŗ ŧɧε Pεŗþℓεхεđ Input: Two. Step 1: Mechanistic interaction (electro-magnetic + chemical + auditory + tactile + ...)…"},{"id":"artwork:15480633119","type":"artwork","title":"Mitosis [ In Four Dimensions ]","url":"/artworks/15480633119-mitosis-in-four-dimensions.html","external_url":"https://www.flickr.com/photos/43693624@N07/15480633119","summary":"Polonius: \"What do you read, my lord?\" Hamlet: \"Words, words, words.\" .. Guildenstern: \"The very substance of the ambitious is merely the shadow of a…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Mitosis [ In Four Dimensions ] art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Polonius: \"What do you read, my lord?\" Hamlet: \"Words, words, words.\" .. Guildenstern: \"The very substance of the ambitious is merely the shadow of a…"},{"id":"artwork:15481317137","type":"artwork","title":"Haplo-Diploidy","url":"/artworks/15481317137-haplo-diploidy.html","external_url":"https://www.flickr.com/photos/43693624@N07/15481317137","summary":"\"We cannot learn the cipher / That's writ upon our cell; / Stars help us by a mystery / Which we could never spell.\" -R. W. Emerson \"A few minutes ago…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Haplo-Diploidy art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"We cannot learn the cipher / That's writ upon our cell; / Stars help us by a mystery / Which we could never spell.\" -R. W. Emerson \"A few minutes ago…"},{"id":"artwork:15364293907","type":"artwork","title":"Diatomaceous Earth","url":"/artworks/15364293907-diatomaceous-earth.html","external_url":"https://www.flickr.com/photos/43693624@N07/15364293907","summary":"No one ever ragged on the kidney for being co-dependent!! \"Every ant knows the formula of its ant-hill, every bee knows the formula of its beehive. They…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Diatomaceous Earth art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch No one ever ragged on the kidney for being co-dependent!! \"Every ant knows the formula of its ant-hill, every bee knows the formula of its beehive. They…"},{"id":"artwork:15350252330","type":"artwork","title":"Peace, Love, and Evolution","url":"/artworks/15350252330-peace-love-and-evolution.html","external_url":"https://www.flickr.com/photos/43693624@N07/15350252330","summary":"“There are poisons that blind you, and poisons that open your eyes.” ― August Strindberg \"why imagine when, in equation four you see, constant zero…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Peace, Love, and Evolution art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “There are poisons that blind you, and poisons that open your eyes.” ― August Strindberg \"why imagine when, in equation four you see, constant zero…"},{"id":"artwork:15453986182","type":"artwork","title":"Hourglass","url":"/artworks/15453986182-hourglass.html","external_url":"https://www.flickr.com/photos/43693624@N07/15453986182","summary":"[pose the problem as being about the world, not the study of the world] “There is no better high than discovery.” ― Edward O. Wilson “You can't study the…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Hourglass art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch [pose the problem as being about the world, not the study of the world] “There is no better high than discovery.” ― Edward O. Wilson “You can't study the…"},{"id":"artwork:15337336576","type":"artwork","title":"Grad School pt. 1","url":"/artworks/15337336576-grad-school-pt-1.html","external_url":"https://www.flickr.com/photos/43693624@N07/15337336576","summary":"Everything before this drawing was before entering my PhD program. Everything after this drawing was after entering PhD. \"It\" is a lightbulb because…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Grad School pt. 1 art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Everything before this drawing was before entering my PhD program. Everything after this drawing was after entering PhD. \"It\" is a lightbulb because…"},{"id":"artwork:15253690055","type":"artwork","title":"Los Tuxtlas","url":"/artworks/15253690055-los-tuxtlas.html","external_url":"https://www.flickr.com/photos/43693624@N07/15253690055","summary":"Que chido! “An ant on the move does more than a dozing ox.” -Lao Tzu “The men of experiment are like the ant; they only collect and use. But the bee…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Los Tuxtlas art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Que chido! “An ant on the move does more than a dozing ox.” -Lao Tzu “The men of experiment are like the ant; they only collect and use. But the bee…"},{"id":"artwork:15133906075","type":"artwork","title":"Hexapod // Axiom","url":"/artworks/15133906075-hexapod-axiom.html","external_url":"https://www.flickr.com/photos/43693624@N07/15133906075","summary":"“The original question, 'Can machines think?' I believe to be too meaningless to deserve discussion.” \"No, I'm not interested in developing a powerful…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Hexapod // Axiom art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “The original question, 'Can machines think?' I believe to be too meaningless to deserve discussion.” \"No, I'm not interested in developing a powerful…"},{"id":"artwork:14898799381","type":"artwork","title":"Quantitative Genetics","url":"/artworks/14898799381-quantitative-genetics.html","external_url":"https://www.flickr.com/photos/43693624@N07/14898799381","summary":"\"Personally, I could never get excited about this work - to me, it only seems to obscure the molecular mechanisms of chance, which has always been my…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Quantitative Genetics art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Personally, I could never get excited about this work - to me, it only seems to obscure the molecular mechanisms of chance, which has always been my…"},{"id":"artwork:14770509795","type":"artwork","title":"Capsid","url":"/artworks/14770509795-capsid.html","external_url":"https://www.flickr.com/photos/43693624@N07/14770509795","summary":"\"I pictured myself as a virus or a cancer cell and tried to sense what it would be like.\" -Jonas Salk “Only put off until tomorrow what you are willing…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Capsid art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I pictured myself as a virus or a cancer cell and tried to sense what it would be like.\" -Jonas Salk “Only put off until tomorrow what you are willing…"},{"id":"artwork:14770477945","type":"artwork","title":"Decapentaplegic","url":"/artworks/14770477945-decapentaplegic.html","external_url":"https://www.flickr.com/photos/43693624@N07/14770477945","summary":"“The snow goose need not bathe to make itself white. Neither need you do anything but be yourself.” ― Lao Tzu “We are so constituted that we can gain…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Decapentaplegic art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “The snow goose need not bathe to make itself white. Neither need you do anything but be yourself.” ― Lao Tzu “We are so constituted that we can gain…"},{"id":"artwork:14548567808","type":"artwork","title":"Systemic","url":"/artworks/14548567808-systemic.html","external_url":"https://www.flickr.com/photos/43693624@N07/14548567808","summary":"“I should define the baroque as that style which deliberately exhausts (or tries to exhaust) all its own possibilities and which borders on its own…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Systemic art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy geometry creative artistic topology mathematics cartoon freehand freedraw craft illustration doodle sketch “I should define the baroque as that style which deliberately exhausts (or tries to exhaust) all its own possibilities and which borders on its own…"},{"id":"artwork:14500293878","type":"artwork","title":"Sunya Hey","url":"/artworks/14500293878-sunya-hey.html","external_url":"https://www.flickr.com/photos/43693624@N07/14500293878","summary":"“Our nada who art in nada, nada be thy name thy kingdom nada thy will be nada in nada as it is in nada. Give us this nada our daily nada and nada us our…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Sunya Hey art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Our nada who art in nada, nada be thy name thy kingdom nada thy will be nada in nada as it is in nada. Give us this nada our daily nada and nada us our…"},{"id":"artwork:14484285938","type":"artwork","title":"Poppies","url":"/artworks/14484285938-poppies.html","external_url":"https://www.flickr.com/photos/43693624@N07/14484285938","summary":"“Without error there can be no brilliancy” -Emanuel Lasker \"Human beings are born solitary, but everywhere they are in chains - daisy chains - of…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Poppies art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch “Without error there can be no brilliancy” -Emanuel Lasker \"Human beings are born solitary, but everywhere they are in chains - daisy chains - of…"},{"id":"artwork:14630644406","type":"artwork","title":"Cellular Mobility","url":"/artworks/14630644406-cellular-mobility.html","external_url":"https://www.flickr.com/photos/43693624@N07/14630644406","summary":"::On heading north, from Stuart Little by E.B. White:: “Which direction are you headed? [the repairman] asked. “North,” said Stuart. “North is nice,”…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Cellular Mobility art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch ::On heading north, from Stuart Little by E.B. White:: “Which direction are you headed? [the repairman] asked. “North,” said Stuart. “North is nice,”…"},{"id":"artwork:14467012158","type":"artwork","title":"Siblings","url":"/artworks/14467012158-siblings.html","external_url":"https://www.flickr.com/photos/43693624@N07/14467012158","summary":"\"Sometimes I can't figure designers out. It's as if they flunked human anatomy.\" Erma Bombeck \"Eventually everything connects - people, ideas, objects…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Siblings art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Sometimes I can't figure designers out. It's as if they flunked human anatomy.\" Erma Bombeck \"Eventually everything connects - people, ideas, objects…"},{"id":"artwork:14621044554","type":"artwork","title":"Butterfly","url":"/artworks/14621044554-butterfly.html","external_url":"https://www.flickr.com/photos/43693624@N07/14621044554","summary":"\"Butterflies are self propelled flowers.\" ~R.H. Heinlein \"Know thyself! A maxim as pernicious as it is ugly. Whoever observes himself arrests his own…","year":"2014","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Butterfly biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Butterflies are self propelled flowers.\" ~R.H. Heinlein \"Know thyself! A maxim as pernicious as it is ugly. Whoever observes himself arrests his own…"},{"id":"artwork:14542394682","type":"artwork","title":"Phylogenetic Vision","url":"/artworks/14542394682-phylogenetic-vision.html","external_url":"https://www.flickr.com/photos/43693624@N07/14542394682","summary":"\"The real voyage of discovery consists of not in seeking new landscapes but in having new eyes.\" - Marcel Proust \"When most I wink, then do mine eyes…","year":"2014","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Phylogenetic Vision biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The real voyage of discovery consists of not in seeking new landscapes but in having new eyes.\" - Marcel Proust \"When most I wink, then do mine eyes…"},{"id":"artwork:14333903619","type":"artwork","title":"Multi-Omics","url":"/artworks/14333903619-multi-omics.html","external_url":"https://www.flickr.com/photos/43693624@N07/14333903619","summary":"\"There is nothing in a caterpillar that tells you it's going to be a butterfly.\" \"We are in an age that assumes the narrowing trends of specialization to…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Multi-Omics art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"There is nothing in a caterpillar that tells you it's going to be a butterfly.\" \"We are in an age that assumes the narrowing trends of specialization to…"},{"id":"artwork:14258656839","type":"artwork","title":"Ego","url":"/artworks/14258656839-ego.html","external_url":"https://www.flickr.com/photos/43693624@N07/14258656839","summary":"Ego is constructed, endlessly insidious. It exists in all phases, wily and amphibious. Ego is a hegemony of the body, orchestrated by the head. To escape…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Ego art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Ego is constructed, endlessly insidious. It exists in all phases, wily and amphibious. Ego is a hegemony of the body, orchestrated by the head. To escape…"},{"id":"artwork:14360783625","type":"artwork","title":"Emblem","url":"/artworks/14360783625-emblem.html","external_url":"https://www.flickr.com/photos/43693624@N07/14360783625","summary":"Oh you....... \"As [the stream] flows, it takes the forms of sappy leaves or vines, making heaps of pulpy sprays a foot or more in depth, and resembling…","year":"2014","domain":"Art","tags":["art","drawing","circle","triangle","shape","dot","pen","line","point","plane"],"content":"Emblem circle triangle shape dot pen line point plane paper ink contrast art love girl girlfriend boy boyfriend college relationship romance sex attraction draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Oh you....... \"As [the stream] flows, it takes the forms of sappy leaves or vines, making heaps of pulpy sprays a foot or more in depth, and resembling…"},{"id":"artwork:14329538041","type":"artwork","title":"Identity","url":"/artworks/14329538041-identity.html","external_url":"https://www.flickr.com/photos/43693624@N07/14329538041","summary":"\"It's just a phase!!\" ..............as opposed to what? \"Das Wort Gen ist vollig frei von jeder Hypothese; ¨ es druckt nur die sichergestellte Tatsache…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Identity art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"It's just a phase!!\" ..............as opposed to what? \"Das Wort Gen ist vollig frei von jeder Hypothese; ¨ es druckt nur die sichergestellte Tatsache…"},{"id":"artwork:14219923283","type":"artwork","title":"Body Energetic","url":"/artworks/14219923283-body-energetic.html","external_url":"https://www.flickr.com/photos/43693624@N07/14219923283","summary":"The straightest of lines.....the empty page...... \"What we feel and think and are is to a great extent determined by the state of our ductless glands and…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Body Energetic art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The straightest of lines.....the empty page...... \"What we feel and think and are is to a great extent determined by the state of our ductless glands and…"},{"id":"artwork:14169607682","type":"artwork","title":"Recombination","url":"/artworks/14169607682-recombination.html","external_url":"https://www.flickr.com/photos/43693624@N07/14169607682","summary":"DNA Recombination is key to many crucial biological processes. Recombination between chromosomes during sex cell production (meiosis) creates novel…","year":"2014","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Recombination biology science art brain drawing bio ecology evolution chromosome cell dna mitosis meiosis genetics epigenetics epi meta eco evo devo development chromatin gene sciart cross dot line curve pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch DNA Recombination is key to many crucial biological processes. Recombination between chromosomes during sex cell production (meiosis) creates novel…"},{"id":"artwork:14073255591","type":"artwork","title":"DNA Crystal Structure / Supernova","url":"/artworks/14073255591-dna-crystal-structure-supernova.html","external_url":"https://www.flickr.com/photos/43693624@N07/14073255591","summary":"\"Do what you will, this world's a fiction, and is made up, of contradiction.\" -William Blake","year":"2014","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"DNA Crystal Structure / Supernova biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"Do what you will, this world's a fiction, and is made up, of contradiction.\" -William Blake"},{"id":"artwork:14007641843","type":"artwork","title":"CRISPR/Cas9","url":"/artworks/14007641843-crispr-cas9.html","external_url":"https://www.flickr.com/photos/43693624@N07/14007641843","summary":"\"One has to be a light to oneself; this light is the law. There is no other law. All the other laws are made by thought and so are fragmentary and…","year":"2014","domain":"Art","tags":["art","drawing","crispr","cas9","cas","genome","editing","clustered","regularly","interspaced"],"content":"CRISPR/Cas9 crispr cas9 cas genome editing clustered regularly interspaced short palindrome repeats change dynamic feedback loop genotype phenotype mapping blueprint biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"One has to be a light to oneself; this light is the law. There is no other law. All the other laws are made by thought and so are fragmentary and…"},{"id":"artwork:13746159173","type":"artwork","title":"Complexity","url":"/artworks/13746159173-complexity.html","external_url":"https://www.flickr.com/photos/43693624@N07/13746159173","summary":"\"It's quite complicated and sounds circular, but we've worked out a way to calculate a Web site's importance.\" — Larry Page, 1997? \"A child[’s]…first…","year":"2014","domain":"Art","tags":["art","drawing","complex","triangle","line","pen","draw","drawing","cartoon","hand"],"content":"Complexity complex triangle line pen draw drawing cartoon hand drawn detail center circle middle surround art paper ink daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics freehand freedraw craft illustration doodle sketch \"It's quite complicated and sounds circular, but we've worked out a way to calculate a Web site's importance.\" — Larry Page, 1997? \"A child[’s]…first…"},{"id":"artwork:13625477845","type":"artwork","title":"A. Rose","url":"/artworks/13625477845-a-rose.html","external_url":"https://www.flickr.com/photos/43693624@N07/13625477845","summary":"A. Rose — pen and ink drawing by Daniel Ari Friedman (2014). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"A. Rose art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch A. Rose — pen and ink drawing by Daniel Ari Friedman (2014). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:13562197985","type":"artwork","title":"Flywheel","url":"/artworks/13562197985-flywheel.html","external_url":"https://www.flickr.com/photos/43693624@N07/13562197985","summary":"The harder it is to make an alignment, the more informative the alignment is.","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Flywheel art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The harder it is to make an alignment, the more informative the alignment is."},{"id":"artwork:12972078965","type":"artwork","title":"Bucky","url":"/artworks/12972078965-bucky.html","external_url":"https://www.flickr.com/photos/43693624@N07/12972078965","summary":"Elaboration, evolution, expansion, growth, progress, progression, advancement, betterment, improvement, perfection, refinement, incubation, maturation…","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Bucky art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Elaboration, evolution, expansion, growth, progress, progression, advancement, betterment, improvement, perfection, refinement, incubation, maturation…"},{"id":"artwork:12756640503","type":"artwork","title":"Hexagram","url":"/artworks/12756640503-hexagram.html","external_url":"https://www.flickr.com/photos/43693624@N07/12756640503","summary":"Hexagram — pen and ink drawing by Daniel Ari Friedman (2014). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Hexagram art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Hexagram — pen and ink drawing by Daniel Ari Friedman (2014). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:12526501215","type":"artwork","title":"Grace","url":"/artworks/12526501215-grace.html","external_url":"https://www.flickr.com/photos/43693624@N07/12526501215","summary":"\"God is a fixed paradise, man should be a paradise in motion.\" From \"The Garden of Forking Paths\" by Jorge Luis Borges: \"“Precisely,” said Albert. “The…","year":"2014","domain":"Art","tags":["art","drawing","god","grace","triangle","evolution","ecology","evo","eco","complex"],"content":"Grace god grace triangle evolution ecology evo eco complex complexity time shape black white bw art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"God is a fixed paradise, man should be a paradise in motion.\" From \"The Garden of Forking Paths\" by Jorge Luis Borges: \"“Precisely,” said Albert. “The…"},{"id":"artwork:12509082643","type":"artwork","title":"Polycomb","url":"/artworks/12509082643-polycomb.html","external_url":"https://www.flickr.com/photos/43693624@N07/12509082643","summary":"Love is but the discovery of ourselves in others, and the delight in the recognition. – Alexander Smith","year":"2014","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Polycomb art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Love is but the discovery of ourselves in others, and the delight in the recognition. – Alexander Smith"},{"id":"artwork:11998587774","type":"artwork","title":"Bio-kaleidoscope","url":"/artworks/11998587774-bio-kaleidoscope.html","external_url":"https://www.flickr.com/photos/43693624@N07/11998587774","summary":"Transposons, embryogenesis, consciousness.","year":"2014","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Bio-kaleidoscope biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Transposons, embryogenesis, consciousness."},{"id":"artwork:11208560695","type":"artwork","title":"Cell","url":"/artworks/11208560695-cell.html","external_url":"https://www.flickr.com/photos/43693624@N07/11208560695","summary":"The cell represents the basic unit of Life. Cells can act as rigid scaffolds, fluid blobs, diaphanous sheets, roving sentries, quiescent spores, invading…","year":"2013","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Cell art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The cell represents the basic unit of Life. Cells can act as rigid scaffolds, fluid blobs, diaphanous sheets, roving sentries, quiescent spores, invading…"},{"id":"artwork:10860725146","type":"artwork","title":"Luz","url":"/artworks/10860725146-luz.html","external_url":"https://www.flickr.com/photos/43693624@N07/10860725146","summary":"She taught me a new language and turned me on to a new view of the Old Artist's tricks. We co-explored new academic and cultural ways of thinking, now we…","year":"2013","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Luz art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch She taught me a new language and turned me on to a new view of the Old Artist's tricks. We co-explored new academic and cultural ways of thinking, now we…"},{"id":"artwork:10313080823","type":"artwork","title":"Epigenetics","url":"/artworks/10313080823-epigenetics.html","external_url":"https://www.flickr.com/photos/43693624@N07/10313080823","summary":"Epigenetics — pen and ink drawing by Daniel Ari Friedman (2013). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2013","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Epigenetics art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Epigenetics — pen and ink drawing by Daniel Ari Friedman (2013). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:8882084834","type":"artwork","title":"Stellar","url":"/artworks/8882084834-stellar.html","external_url":"https://www.flickr.com/photos/43693624@N07/8882084834","summary":"\" To bring up children without comparison is true education.\" Krishnamurti","year":"2013","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Stellar art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \" To bring up children without comparison is true education.\" Krishnamurti"},{"id":"artwork:8295389927","type":"artwork","title":"Touch","url":"/artworks/8295389927-touch.html","external_url":"https://www.flickr.com/photos/43693624@N07/8295389927","summary":"\"The cistern contains: the fountain overflows.\" -W. Blake","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Touch art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"The cistern contains: the fountain overflows.\" -W. Blake"},{"id":"artwork:8295910902","type":"artwork","title":"Consciousness","url":"/artworks/8295910902-consciousness.html","external_url":"https://www.flickr.com/photos/43693624@N07/8295910902","summary":"Consciousness — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Consciousness art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Consciousness — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:8295910948","type":"artwork","title":"Tree Man","url":"/artworks/8295910948-tree-man.html","external_url":"https://www.flickr.com/photos/43693624@N07/8295910948","summary":"\"I'm so happy! AHA! Happy go lucky me!\" -Tiny Tim","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Tree Man art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I'm so happy! AHA! Happy go lucky me!\" -Tiny Tim"},{"id":"artwork:8289753858","type":"artwork","title":"Mudra","url":"/artworks/8289753858-mudra.html","external_url":"https://www.flickr.com/photos/43693624@N07/8289753858","summary":"\"To see a world in a grain of sand / And a heaven in a wild flower / Hold infinity in the palm of your hand / And eternity in an hour\" -William Blake For…","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Mudra art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"To see a world in a grain of sand / And a heaven in a wild flower / Hold infinity in the palm of your hand / And eternity in an hour\" -William Blake For…"},{"id":"artwork:8288249015","type":"artwork","title":"Dancer","url":"/artworks/8288249015-dancer.html","external_url":"https://www.flickr.com/photos/43693624@N07/8288249015","summary":"\"To listen to some devout people, one would imagine that God never laughs.\" - Sri Aurobindo For Will.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Dancer art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"To listen to some devout people, one would imagine that God never laughs.\" - Sri Aurobindo For Will."},{"id":"artwork:8283756972","type":"artwork","title":"Ophthalseptuagenetics","url":"/artworks/8283756972-ophthalseptuagenetics.html","external_url":"https://www.flickr.com/photos/43693624@N07/8283756972","summary":"\"And I beheld, and, lo, in the midst of the throne and of the four beasts, and in the midst of the elders, stood a Lamb as it had been slain, having…","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Ophthalseptuagenetics art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"And I beheld, and, lo, in the midst of the throne and of the four beasts, and in the midst of the elders, stood a Lamb as it had been slain, having…"},{"id":"artwork:8250488855","type":"artwork","title":"8","url":"/artworks/8250488855-8.html","external_url":"https://www.flickr.com/photos/43693624@N07/8250488855","summary":"Well........that was intense........ \"As long as my mind is caught in words, either I condemn or accept. Is it possible for the mind not to accept or…","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"8 art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Well........that was intense........ \"As long as my mind is caught in words, either I condemn or accept. Is it possible for the mind not to accept or…"},{"id":"artwork:8191862262","type":"artwork","title":"Nuclear Matrix","url":"/artworks/8191862262-nuclear-matrix.html","external_url":"https://www.flickr.com/photos/43693624@N07/8191862262","summary":"Nuclear Matrix — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Nuclear Matrix art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Nuclear Matrix — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:8090754777","type":"artwork","title":"Continuity","url":"/artworks/8090754777-continuity.html","external_url":"https://www.flickr.com/photos/43693624@N07/8090754777","summary":"Continuity — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Continuity art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Continuity — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:8074300106","type":"artwork","title":"Form","url":"/artworks/8074300106-form.html","external_url":"https://www.flickr.com/photos/43693624@N07/8074300106","summary":"Form — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Form art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Form — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:8053982958","type":"artwork","title":"Triskelion","url":"/artworks/8053982958-triskelion.html","external_url":"https://www.flickr.com/photos/43693624@N07/8053982958","summary":"\"All is deep and strange to the eyes that see. Our lives are a deeper mystery than we have dreamed.\" -Aurobindo","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Triskelion art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"All is deep and strange to the eyes that see. Our lives are a deeper mystery than we have dreamed.\" -Aurobindo"},{"id":"artwork:7997764425","type":"artwork","title":"Gram Positivity","url":"/artworks/7997764425-gram-positivity.html","external_url":"https://www.flickr.com/photos/43693624@N07/7997764425","summary":"Gram Positivity — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Gram Positivity art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Gram Positivity — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:7768750742","type":"artwork","title":"Mitochondria","url":"/artworks/7768750742-mitochondria.html","external_url":"https://www.flickr.com/photos/43693624@N07/7768750742","summary":"The only person you are destined to become is the person you decide to be. ― Ralph Waldo Emerson And you? When will you begin that long journey into…","year":"2012","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Mitochondria biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch The only person you are destined to become is the person you decide to be. ― Ralph Waldo Emerson And you? When will you begin that long journey into…"},{"id":"artwork:7369654910","type":"artwork","title":"Chiasma","url":"/artworks/7369654910-chiasma.html","external_url":"https://www.flickr.com/photos/43693624@N07/7369654910","summary":"Chiasma — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Chiasma art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Chiasma — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:7353400194","type":"artwork","title":"String Theory","url":"/artworks/7353400194-string-theory.html","external_url":"https://www.flickr.com/photos/43693624@N07/7353400194","summary":"Isaiah 43:18-19 Young's Literal Translation (YLT) 18 Remember not former things, And ancient things consider not. 19 Lo, I am doing a new thing, now it…","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"String Theory art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Isaiah 43:18-19 Young's Literal Translation (YLT) 18 Remember not former things, And ancient things consider not. 19 Lo, I am doing a new thing, now it…"},{"id":"artwork:7306181624","type":"artwork","title":"Noetical Body","url":"/artworks/7306181624-noetical-body.html","external_url":"https://www.flickr.com/photos/43693624@N07/7306181624","summary":"Noetical Body — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Noetical Body art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Noetical Body — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:7203949766","type":"artwork","title":"Embryogenesis","url":"/artworks/7203949766-embryogenesis.html","external_url":"https://www.flickr.com/photos/43693624@N07/7203949766","summary":"Embryogenesis — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Embryogenesis art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Embryogenesis — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:6995020620","type":"artwork","title":"Peace","url":"/artworks/6995020620-peace.html","external_url":"https://www.flickr.com/photos/43693624@N07/6995020620","summary":"Peace — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Peace art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Peace — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:7108008787","type":"artwork","title":"Conception","url":"/artworks/7108008787-conception.html","external_url":"https://www.flickr.com/photos/43693624@N07/7108008787","summary":"Conception is the magic moment in which two unfulfilled biological halves teleologically complete each other. The moment of conception immediately sends…","year":"2012","domain":"Art","tags":["art","drawing","black","pen","paper","egg","art","ink","draw","drawing"],"content":"Conception black pen paper egg art ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Conception is the magic moment in which two unfulfilled biological halves teleologically complete each other. The moment of conception immediately sends…"},{"id":"artwork:6931233660","type":"artwork","title":"Lever","url":"/artworks/6931233660-lever.html","external_url":"https://www.flickr.com/photos/43693624@N07/6931233660","summary":"\". . . for geometry, you know, is the gate of science, and the gate is so low and small that one can only enter it as a little child.\" — William K…","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Lever art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \". . . for geometry, you know, is the gate of science, and the gate is so low and small that one can only enter it as a little child.\" — William K…"},{"id":"artwork:7002166393","type":"artwork","title":"Circuit Breaker","url":"/artworks/7002166393-circuit-breaker.html","external_url":"https://www.flickr.com/photos/43693624@N07/7002166393","summary":"\"Nothing is rich but the inexhaustible wealth of nature. She shows us only surfaces, but she is a million fathoms deep.\" — Ralph Waldo Emerson…","year":"2012","domain":"Art","tags":["art","drawing","black","pen","freehand","textile","pattern","repeating","complex","art"],"content":"Circuit Breaker black pen freehand textile pattern repeating complex art paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freedraw craft illustration doodle sketch \"Nothing is rich but the inexhaustible wealth of nature. She shows us only surfaces, but she is a million fathoms deep.\" — Ralph Waldo Emerson…"},{"id":"artwork:6828210712","type":"artwork","title":"Brain","url":"/artworks/6828210712-brain.html","external_url":"https://www.flickr.com/photos/43693624@N07/6828210712","summary":"Brain — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Brain art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Brain — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:6946952717","type":"artwork","title":"Synapse","url":"/artworks/6946952717-synapse.html","external_url":"https://www.flickr.com/photos/43693624@N07/6946952717","summary":"Synapse — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Synapse art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Synapse — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:6885021113","type":"artwork","title":"Relationship","url":"/artworks/6885021113-relationship.html","external_url":"https://www.flickr.com/photos/43693624@N07/6885021113","summary":"Relationship — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Relationship art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Relationship — pen and ink drawing by Daniel Ari Friedman (2012). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:6800053591","type":"artwork","title":"Self Portrait","url":"/artworks/6800053591-self-portrait.html","external_url":"https://www.flickr.com/photos/43693624@N07/6800053591","summary":"Note the upload date of previous drawing (Oct. 18th, 2009) and the upload date of this one (Jan. 31st, 2012). For the interval between Junior year of…","year":"2012","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Self Portrait art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Note the upload date of previous drawing (Oct. 18th, 2009) and the upload date of this one (Jan. 31st, 2012). For the interval between Junior year of…"},{"id":"artwork:4024062379","type":"artwork","title":"Transformers","url":"/artworks/4024062379-transformers.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024062379","summary":"Transformers — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Transformers biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Transformers — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024812912","type":"artwork","title":"Drosophila","url":"/artworks/4024812912-drosophila.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024812912","summary":"Drosophila — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Drosophila biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Drosophila — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024053173","type":"artwork","title":"Texture","url":"/artworks/4024053173-texture.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024053173","summary":"Texture — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Texture art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Texture — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024051953","type":"artwork","title":"Spider","url":"/artworks/4024051953-spider.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024051953","summary":"\"I am what I am. Tell them that I AM has sent you.'\"","year":"2009","domain":"Art","tags":["art","drawing","spider","pen","black","white","binder","paper","hand","drawn"],"content":"Spider spider pen black white binder paper hand drawn drawing crazy detailed art ink draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch \"I am what I am. Tell them that I AM has sent you.'\""},{"id":"artwork:4024806482","type":"artwork","title":"City","url":"/artworks/4024806482-city.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024806482","summary":"City — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"City art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch City — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4371458738","type":"artwork","title":"Molecular Motion","url":"/artworks/4371458738-molecular-motion.html","external_url":"https://www.flickr.com/photos/43693624@N07/4371458738","summary":"Molecular Motion — pen and ink drawing by Daniel Ari Friedman (2010). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2010","domain":"Art","tags":["art","drawing","gas","molecule","heart","pen","ink","love","black","white"],"content":"Molecular Motion gas molecule heart pen ink love black white drawing outline random art paper draw daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Molecular Motion — pen and ink drawing by Daniel Ari Friedman (2010). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4371458566","type":"artwork","title":"Radiance","url":"/artworks/4371458566-radiance.html","external_url":"https://www.flickr.com/photos/43693624@N07/4371458566","summary":"First paragraph of \"The Library of Babel\", Jorge Luis Borges: \"The universe (which others call the Library) is composed of an indefinite and perhaps…","year":"2010","domain":"Art","tags":["art","drawing","center","circle","radiance","explosion","dot","big","bang","bigbang"],"content":"Radiance center circle radiance explosion dot big bang bigbang round black white contrast illusion philosophy art pen paper ink draw drawing daniel ari friedman danielarifriedman science creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch First paragraph of \"The Library of Babel\", Jorge Luis Borges: \"The universe (which others call the Library) is composed of an indefinite and perhaps…"},{"id":"artwork:4306014864","type":"artwork","title":"Blood Vessels","url":"/artworks/4306014864-blood-vessels.html","external_url":"https://www.flickr.com/photos/43693624@N07/4306014864","summary":"''And again: No more gods! no more gods! Man is King, Man is God!— But the great Faith is Love!''","year":"2010","domain":"Art","tags":["art","drawing","square","ink","pen","grid","trippy","cubic","cubism","bloodvessel"],"content":"Blood Vessels square ink pen grid trippy cubic cubism bloodvessel fractal art paper draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch ''And again: No more gods! no more gods! Man is King, Man is God!— But the great Faith is Love!''"},{"id":"artwork:4170159723","type":"artwork","title":"f(x)","url":"/artworks/4170159723-f-x.html","external_url":"https://www.flickr.com/photos/43693624@N07/4170159723","summary":"f(x) — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"f(x) art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch f(x) — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4170919914","type":"artwork","title":"Cardiac Muscle","url":"/artworks/4170919914-cardiac-muscle.html","external_url":"https://www.flickr.com/photos/43693624@N07/4170919914","summary":"thump thump......thump thump......thump thump......","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Cardiac Muscle art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch thump thump......thump thump......thump thump......"},{"id":"artwork:4170919442","type":"artwork","title":"Directions","url":"/artworks/4170919442-directions.html","external_url":"https://www.flickr.com/photos/43693624@N07/4170919442","summary":"Directions — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Directions art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Directions — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4170918830","type":"artwork","title":"Pinata","url":"/artworks/4170918830-pinata.html","external_url":"https://www.flickr.com/photos/43693624@N07/4170918830","summary":"Or have I been watching too much Avatar: the Last Airbender?","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Pinata art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Or have I been watching too much Avatar: the Last Airbender?"},{"id":"artwork:4170157831","type":"artwork","title":"Quill","url":"/artworks/4170157831-quill.html","external_url":"https://www.flickr.com/photos/43693624@N07/4170157831","summary":"Quill — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Quill art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Quill — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024817414","type":"artwork","title":"Graffiti","url":"/artworks/4024817414-graffiti.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024817414","summary":"Graffiti — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Graffiti art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Graffiti — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024061655","type":"artwork","title":"Plaid","url":"/artworks/4024061655-plaid.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024061655","summary":"I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not…","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Plaid art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not repetitive. I'm not…"},{"id":"artwork:4024816516","type":"artwork","title":"Crystal Flower","url":"/artworks/4024816516-crystal-flower.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024816516","summary":"Crystal Flower — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Crystal Flower art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Crystal Flower — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024816262","type":"artwork","title":"Step Pyramid","url":"/artworks/4024816262-step-pyramid.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024816262","summary":"Simple, yet still mandated by the aliens.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Step Pyramid art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Simple, yet still mandated by the aliens."},{"id":"artwork:4024059665","type":"artwork","title":"Stairs","url":"/artworks/4024059665-stairs.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024059665","summary":"Stairs — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Stairs art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Stairs — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024814300","type":"artwork","title":"Cobweb","url":"/artworks/4024814300-cobweb.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024814300","summary":"Cobweb — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Cobweb art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Cobweb — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024058247","type":"artwork","title":"Fertilization","url":"/artworks/4024058247-fertilization.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024058247","summary":"Fertilization — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Fertilization art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Fertilization — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024057263","type":"artwork","title":"Stretch","url":"/artworks/4024057263-stretch.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024057263","summary":"Stretch — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Stretch art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Stretch — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024810846","type":"artwork","title":"Recursion","url":"/artworks/4024810846-recursion.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024810846","summary":"Recursion — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Recursion art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Recursion — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024055283","type":"artwork","title":"Retina","url":"/artworks/4024055283-retina.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024055283","summary":"Retina — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Retina art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Retina — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024809882","type":"artwork","title":"Razor","url":"/artworks/4024809882-razor.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024809882","summary":"Razor — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Razor art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Razor — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024053717","type":"artwork","title":"Seashells","url":"/artworks/4024053717-seashells.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024053717","summary":"Well, you take a left, then a right, then a left, then a right, ...","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Seashells art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Well, you take a left, then a right, then a left, then a right, ..."},{"id":"artwork:4024053369","type":"artwork","title":"You","url":"/artworks/4024053369-you.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024053369","summary":"You — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"You art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch You — pen and ink drawing by Daniel Ari Friedman (2009). Ink on paper from the visual art archive at danielarifriedman.com/art.html."},{"id":"artwork:4024052461","type":"artwork","title":"Archaea","url":"/artworks/4024052461-archaea.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024052461","summary":"Why don't we have transgenics in Archaea yet?? Seriously.","year":"2009","domain":"Art","tags":["art","drawing","biology","science","art","brain","drawing","bio","ecology","evolution"],"content":"Archaea biology science art brain drawing bio ecology evolution pen paper ink draw daniel ari friedman danielarifriedman philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch Why don't we have transgenics in Archaea yet?? Seriously."},{"id":"artwork:4024052273","type":"artwork","title":"Extracellular Matrix","url":"/artworks/4024052273-extracellular-matrix.html","external_url":"https://www.flickr.com/photos/43693624@N07/4024052273","summary":"So much LPS that my hives started acting up.","year":"2009","domain":"Art","tags":["art","drawing","art","pen","paper","ink","draw","drawing","daniel","ari"],"content":"Extracellular Matrix art pen paper ink draw drawing daniel ari friedman danielarifriedman science philosophy creative artistic geometry topology mathematics cartoon freehand freedraw craft illustration doodle sketch So much LPS that my hives started acting up."},{"id":"person:Daniel Ari Friedman","type":"person","title":"Daniel Ari Friedman","url":"https://danielarifriedman.com/","summary":"Computational biologist; cognitive scientist; President and Treasurer of the Active Inference Institute","tags":["person","collaborator"],"content":"Daniel Ari Friedman Computational biologist; cognitive scientist; President and Treasurer of the Active Inference Institute https://orcid.org/0000-0001-6232-9096 https://www.wikidata.org/wiki/Q138781444 https://danielarifriedman.com/ https://github.com/docxology"},{"id":"person:Karl Friston","type":"person","title":"Karl Friston","url":"pages/COLLABORATORS.md#karl-friston--ucl-london","summary":"Active Inference and Free Energy Principle collaborator","tags":["person","collaborator"],"content":"Karl Friston Active Inference and Free Energy Principle collaborator pages/COLLABORATORS.md#karl-friston--ucl-london"},{"id":"person:Deborah Gordon","type":"person","title":"Deborah Gordon","url":"pages/COLLABORATORS.md#deborah-gordon--stanford-university","summary":"Stanford PhD advisor and ant collective behavior collaborator","tags":["person","collaborator"],"content":"Deborah Gordon Stanford PhD advisor and ant collective behavior collaborator pages/COLLABORATORS.md#deborah-gordon--stanford-university"},{"id":"person:Thomas Parr","type":"person","title":"Thomas Parr","url":"pages/COLLABORATORS.md#thomas-parr--ucl-london","summary":"Active Inference collaborator and textbook co-author","tags":["person","collaborator"],"content":"Thomas Parr Active Inference collaborator and textbook co-author pages/COLLABORATORS.md#thomas-parr--ucl-london"},{"id":"person:MJ Ramstead","type":"person","title":"MJ Ramstead","url":"pages/COLLABORATORS.md#maxwell-ramstead","summary":"Active Inference and cognitive science collaborator","tags":["person","collaborator"],"content":"MJ Ramstead Active Inference and cognitive science collaborator pages/COLLABORATORS.md#maxwell-ramstead"},{"id":"organization:Active Inference Institute","type":"organization","title":"Active Inference Institute","url":"https://www.activeinference.institute/","summary":"Research and education nonprofit focused on Active Inference and the Free Energy Principle","tags":["organization"],"content":"Active Inference Institute https://www.activeinference.institute/ https://activeinference.org/ https://www.wikidata.org/wiki/Q139600792 https://github.com/ActiveInferenceInstitute organization GitHub reports the ActiveInferenceInstitute account as type Organization (observed 2026-10-06). Both /users/ActiveInferenceInstitute and /orgs/ActiveInferenceInstitute resolve; the public repository count is read from the /users/ response. 88-2985125 501(c)(3) public charity; IRS ruling March 2024 https://projects.propublica.org/nonprofits/organizations/882985125 Research and education nonprofit focused on Active Inference and the Free Energy Principle"},{"id":"organization:COGSEC.org","type":"organization","title":"COGSEC.org","url":"https://cogsec.org","summary":"Cognitive security publication and research context","tags":["organization"],"content":"COGSEC.org https://cogsec.org Cognitive security publication and research context"},{"id":"organization:Stanford University","type":"organization","title":"Stanford University","url":"https://www.stanford.edu/","summary":"PhD institution","tags":["organization"],"content":"Stanford University https://www.stanford.edu/ PhD institution"},{"id":"organization:College of the Redwoods","type":"organization","title":"College of the Redwoods","url":"https://www.redwoods.edu/","summary":"Teaching affiliation","tags":["organization"],"content":"College of the Redwoods https://www.redwoods.edu/ Teaching affiliation"},{"id":"claim:curated-work-count","type":"claim","title":"The curated bibliography contains 220 works.","url":"/evidence.html","summary":"curated-local · confidence: high","tags":["claim","curated-local","high"],"content":"The curated bibliography contains 220 works. Curated count includes papers, books, presentations, courses, playbooks, and series. Generated from the 8-column bibliography table and cross-checked against publications.html."},{"id":"claim:paper-folder-count","type":"claim","title":"The repository contains 203 per-paper documentation folders.","url":"/evidence.html","summary":"curated-local · confidence: high","tags":["claim","curated-local","high"],"content":"The repository contains 203 per-paper documentation folders. Not every bibliography row has a paper folder; media/course rows may not. Folder inventory and paper metadata count."},{"id":"claim:docxology-github-public-repos","type":"claim","title":"The docxology GitHub profile has 231 public repositories.","url":"/evidence.html","summary":"public-api · confidence: high","tags":["claim","public-api","high"],"content":"The docxology GitHub profile has 231 public repositories. GitHub profile count includes forks and repositories not catalogued in SOFTWARE.md. GitHub REST API user profile response."},{"id":"claim:aii-github-public-repos","type":"claim","title":"The ActiveInferenceInstitute GitHub account (an Organization) has 45 public repositories.","url":"/evidence.html","summary":"public-api · confidence: high","tags":["claim","public-api","high"],"content":"The ActiveInferenceInstitute GitHub account (an Organization) has 45 public repositories. The public-source snapshot records this account's type as Organization; the repository count is read from /users/ActiveInferenceInstitute, which serves Organization accounts as well as Users. Local software catalog tracks 41 AII repositories with docxology contributions. GitHub REST API /users/ActiveInferenceInstitute response, type: Organization as recorded in the public-source snapshot."},{"id":"claim:orcid-canonical-identifier","type":"claim","title":"ORCID 0000-0001-6232-9096 identifies Daniel Ari Friedman. It publicly links the secondary Google Scholar profile Y2bMf3MAAAAJ; DXjPFtYAAAAJ is the canonical metrics profile under this repository's direct-authenticated Scholar policy.","url":"/evidence.html","summary":"public-identifier · confidence: high","tags":["claim","public-identifier","high"],"content":"ORCID 0000-0001-6232-9096 identifies Daniel Ari Friedman. It publicly links the secondary Google Scholar profile Y2bMf3MAAAAJ; DXjPFtYAAAAJ is the canonical metrics profile under this repository's direct-authenticated Scholar policy. ORCID does not itself designate a canonical Scholar profile. Keep all public metrics tied to DXjPFtYAAAAJ only when the direct authenticated receipt remains valid. ORCID's public person record confirms the identifier and secondary Scholar link. The canonical metrics-profile decision is bounded by the direct authenticated Scholar receipt, not inferred from ORCID."},{"id":"claim:curio-cards-early-ethereum-art","type":"claim","title":"Daniel Friedman created Curio Cards 24, 25, and 26, part of a collection that debuted on Ethereum on May 9, 2017; all original cards were minted in 2017. A full set of 30 cards plus 17b, representing seven artists, sold at Christie's New York in September 2021 for 393 ETH ($1,202,108).","url":"/evidence.html","summary":"public-profile · confidence: high","tags":["claim","public-profile","high"],"content":"Daniel Friedman created Curio Cards 24, 25, and 26, part of a collection that debuted on Ethereum on May 9, 2017; all original cards were minted in 2017. A full set of 30 cards plus 17b, representing seven artists, sold at Christie's New York in September 2021 for 393 ETH ($1,202,108). Do not claim that cards 24-26 were individually minted on May 9: the collection debuted then and its cards were released in groups during 2017. Avoid unqualified first/earliest-NFT superlatives and treat the exact Christie's lot number as first-party metadata. Curio's official artist and project documentation confirms the card attribution, collection debut, and 2017 minting window. Christie's first-party material confirms the New York sale amount, artist count, and September 2021 date; the lot page identifies the specific Curio set."},{"id":"claim:google-scholar-citations","type":"claim","title":"Google Scholar metrics are recorded as a dated snapshot: 824 citations, h-index 14, i10-index 17 (as of 2026-10-05).","url":"/evidence.html","summary":"dated-snapshot · confidence: high","tags":["claim","dated-snapshot","high"],"content":"Google Scholar metrics are recorded as a dated snapshot: 824 citations, h-index 14, i10-index 17 (as of 2026-10-05). Single source of truth: data/scholar-snapshot.json. Update only from a direct (non-cached) Scholar fetch, recording the new value, as_of date, and method there; regenerate surfaces via code/orchestrators/sync_scholar_metrics.py. Never publish a citation number above the most recent direct-fetch value. Direct authenticated observation of the canonical profile on 2026-10-05 in the site owner's signed-in Chrome session (operator handoff of 2026-10-05). All-time: 824 citations, h-index 14, i10-index 17; Since-2021: 595 / 14 / 15. No anonymous or search-engine cached result was used."},{"id":"claim:stanford-phd","type":"claim","title":"Daniel Ari Friedman earned a PhD at Stanford University with dissertation record pb813wm1484.","url":"/evidence.html","summary":"public-institutional-record · confidence: high","tags":["claim","public-institutional-record","high"],"content":"Daniel Ari Friedman earned a PhD at Stanford University with dissertation record pb813wm1484. Use the Stanford PURL as the public institutional source. Stanford's MODS dissertation record names Daniel Ari Friedman, Stanford Biology, a 2019 PhD thesis, and Deborah M. Gordon as degree supervisor."},{"id":"claim:nsf-postdoc-affiliation","type":"claim","title":"Daniel Ari Friedman held NSF Postdoctoral Fellowship in Biology award DBI-2010290 from 2020-10-01 through 2023-09-30, conducted at UC Davis and co-trained by Brian Johnson and Tim Linksvayer.","url":"/evidence.html","summary":"public-grant-record · confidence: high","tags":["claim","public-grant-record","high"],"content":"Daniel Ari Friedman held NSF Postdoctoral Fellowship in Biology award DBI-2010290 from 2020-10-01 through 2023-09-30, conducted at UC Davis and co-trained by Brian Johnson and Tim Linksvayer. Cite the NSF award ID and its official start/expiration dates. Do not infer a separate 2020-2022 budget period or a no-cost extension from this record. NSF's award API names PI Daniel A. Friedman, UC Davis performance location, the named co-training arrangement, and the 2020-10-01 to 2023-09-30 award dates."},{"id":"claim:aii-officer-roles","type":"claim","title":"Active Inference Institute officers: Daniel Friedman is President and Treasurer, and Alexandra Mikhailova is Vice President and Secretary. Virginia Bleu Knight is a current Board member. The Institute is a 501(c)(3) public charity, EIN 88-2985125, with an IRS ruling in March 2024.","url":"/evidence.html","summary":"public-profile · confidence: high","tags":["claim","public-profile","high"],"content":"Active Inference Institute officers: Daniel Friedman is President and Treasurer, and Alexandra Mikhailova is Vice President and Secretary. Virginia Bleu Knight is a current Board member. The Institute is a 501(c)(3) public charity, EIN 88-2985125, with an IRS ruling in March 2024. Officer and board roles are time-sensitive. The refreshed sources do not re-establish historical office dates for Knight; keep any such history separately dated. Current AII officer and board pages establish the roles and board membership; ProPublica's IRS-derived record corroborates the 501(c)(3) status, EIN, and ruling month."},{"id":"claim:aii-board-count","type":"claim","title":"The Active Inference Institute board page lists 11 current members.","url":"/evidence.html","summary":"public-profile · confidence: high","tags":["claim","public-profile","high"],"content":"The Active Inference Institute board page lists 11 current members. Board membership is time-sensitive; retain access dates in narrative pages. Current AII board page."},{"id":"claim:aii-scientific-advisory-board-count","type":"claim","title":"The Active Inference Institute site lists 32 current Scientific Advisory Board members.","url":"/evidence.html","summary":"public-profile · confidence: medium","tags":["claim","public-profile","medium"],"content":"The Active Inference Institute site lists 32 current Scientific Advisory Board members. State this as the current public membership count, not a cohort announcement or a claim about any specific announcement month. Current AII Scientific Advisory Board page lists 32 current members, of whom 30 link to a public page."},{"id":"claim:aii-textbook-cohorts","type":"claim","title":"AII's Textbook Group reports nine completed 2022-textbook cohorts and a first 2026 Fundamentals cohort currently live.","url":"/evidence.html","summary":"curated-program-copy · confidence: medium","tags":["claim","curated-program-copy","medium"],"content":"AII's Textbook Group reports nine completed 2022-textbook cohorts and a first 2026 Fundamentals cohort currently live. The total is ten cohorts only when the current live 2026 cohort is included; do not describe all ten as completed. Current AII Textbook Group page states nine cohorts on the 2022 textbook and a live first 2026 Fundamentals cohort."},{"id":"claim:college-of-the-redwoods-teaching","type":"claim","title":"Profile teaching copy lists BIOL-1 at Pelican Bay for Spring and Fall 2026 and BIOL-8 Human Biology for Spring 2026.","url":"/evidence.html","summary":"principal-confirmed · confidence: medium","tags":["claim","principal-confirmed","medium"],"content":"Profile teaching copy lists BIOL-1 at Pelican Bay for Spring and Fall 2026 and BIOL-8 Human Biology for Spring 2026. Fall 2026 BIOL-1 is principal-confirmed, not represented as a public-schedule verification. The update makes no claim about BIOL-8 after Spring 2026. Principal-confirmed instructor-of-record update supplied 2026-08-26 and synchronized across profile source surfaces."},{"id":"claim:cogsec-role","type":"claim","title":"COGSEC.org is the cognitive security publication and research context linked from the profile.","url":"/evidence.html","summary":"public-site · confidence: medium","tags":["claim","public-site","medium"],"content":"COGSEC.org is the cognitive security publication and research context linked from the profile. Prefer COGSEC pages for COGSEC-specific publication claims. COGSEC's public R&D initiative pages describe research-output activity; PubMed record PMID 38735269 identifies the Cognitive Security & Education Forum affiliation."},{"id":"resume:structured-cv","type":"resume","title":"Daniel Ari Friedman Resume / CV","url":"/resume/resume.html","summary":"Structured CV export: 220 works, 161 software rows, 276 public GitHub repositories, education, experience, service, media, and art-use records.","tags":["resume","cv","profile","html","plaintext","pdf","accessibility","verification"],"content":"Daniel Ari Friedman Computational biologist, Active Inference researcher, cognitive security researcher, educator, and artist Multidisciplinary researcher and open-source builder working across social insect biology, Active Inference, cognitive security, computational frameworks, education, and art. danielarifriedman@gmail.com daniel@activeinference.institute Del Norte Triplicate Active Inference Institute Complexity Adventures COGSEC Stanford Complexity Group Stealth Startup Stealth Startup Remotor fm.analytics Cryptoptera Johnson Lab / Linksvayer Lab Gordon Lab Kopp Lab Pedicab People Movers Stanford University UC Davis University of California, Davis Stanford University University of California, Davis Crystal Springs Uplands School S3E10 The FEP: A Tool for Understanding and Modelling Complex Systems (DIA 1/SESSAO 1) Lancamento do Livro: As Colonias de Formigas Sao Conscientes? From Ants to Active Inference with Daniel Ari Friedman Building Smarter AI: Active Inference and Nested Models Interaction. In Search of Daniel Friedman's Deepest Value Active Inference and The Free Energy Principle with Daniel Friedman Episode 6: Daniel Friedman - Active Inference Institute - What is Active Inference? Artist of Curio Cards 24-26 Shares Incredible Journey through Art and Science What Ant Behavior Reveals About Complexity Science with Daniel Friedman What is Active Inference?...with Daniel Friedman Great discussion with Daniel, OG Curio Card artist, cards 24, 25, 26 Daniel Friedman Interview - Adventures in NFTs #3 Banging the Drum with Daniel Friedman KB7 Fireside: Scaling Principled Games KBCast Episode 7: Kernel Block 5 Week 6 and special guest Daniel Ari Friedman Daniel Friedman Interview - Adventures in NFTs #3 Interview with Monica Kang about Complexity Weekend, with co-founder Shaun Swanson and organizer JP Gonzales Blurb in Science magazine inventing the word disinforge Complexity Weekend featured on InnovatorsBox blog, with quotes from Friedman and others Blurb in Science magazine about rethinking time use for scientists Blurb in Science magazine about what ants can teach human city planners Blurb in Science magazine about time travel Public lecture: Red Vic lecture series, San Francisco. History and philosophy of Art and Biology. Public lecture: Red Vic lecture series, San Francisco. History and philosophy of self-organization, stigmergy, and eusocial insects. Quoted in Dopamine Nation by Dr. Anna Lembke, p. 75: The world is sensory rich and causal poor. No Signal 006: Daniel Ari Friedman and Jakub Smekal || Active Inference Daniel Friedman: Drawing Decentralized Beauty From Biology Written interview with RosyBVM Radio Interview, KPOO 89.5 FM in San Francisco Vice-President for Communication and Systems Education on the International Society for the Systems Sciences Board. Co-editor, Field and Laboratory Methods for Modern Entomology. Member (MCybS), Cybernetics Society. Information Professional Association. Active Inference Institute co-founder. Davis Complexity Group. Complexity Adventures co-founder. ALIUS Research Group contributor, editor, and co-organizer. Wonderfest Science Envoy; science outreach and community training. Entomological Society of America. NeuroChoice group, Stanford Neurosciences Institute. Graduate student member of Arts Committee for Stanford Biology department. Stanford Complexity Group. Science Teaching Through Art (STAR) outreach program; poster presentations and conversations about ants at local middle and high schools. Santa Fe Institute Complex Systems Summer School, one-month residential program. Five summers of ant fieldwork during PhD under Prof. Deborah Gordon at Southwestern Research Station, Arizona. Summer field ecology class with Stanford Prof. Rodolfo Dirzo at Las Tuxtlas tropical research station, Mexico. Summer workshop on Evolutionary and Quantitative Genetics at NIMBioS, University of Tennessee, Knoxville. Drosophila work with Dr. Michael Lang in Arizona. Invited peer reviewer for 1-10 articles per year across different journals. International Union for the Study of Social Insects. Stanford Center for Evolutionary and Human Genomics outreach programs, including teaching genetics in local middle schools and hosting high school students at Stanford. Stanford Bio Core Explorations hands-on lecture/workshop for undergraduates: Art and Biology. Science mentoring at Woodland High School. Drums and percussion for UC Davis production of RENT. Volunteer in emergency room at hospital in Sacramento, four hours per week for six months. Chess Club at UC Davis President (2012-2014), organizing free outdoor chess at the farmer's market twice weekly for two years."}]}