# Full Text: Personal Red Lines for Development

> Extracted from `red_line_combined.pdf`

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Personal Red Lines for Development
An Evidence-Gated Personal Security Boundary and Explicit No Document for Dual-Use
Development
Daniel Ari Friedman
Active Inference Institute
daniel@activeinference.institute
ORCID: 0000-0001-6232-9096
DOI: 10.5281/zenodo.21754240
2026-07-17

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Contents
1 Abstract 3
2 Introduction 4
2.1 Four propositions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
2.2 What this paper can establish . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
2.3 What the artifact is for . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
2.4 Beacon, evaluator, canary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
2.5 A bounded comparison . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6
3 Background — T urner as a bounded mechanism source 7
3.1 What is and is not transferred . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7
3.2 Provenance labels for the adaptation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7
4 Global and Historical Scholarship: Situated Questions, Not a Universal Lineage 8
4.1 Before 1900: refusal, rule, knowledge, and power . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
4.2 Modern critical and institutional scholarship . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
4.3 Export control and the refusal of work . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
4.4 Selection limits and positionality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10
5 The four-line set: boundary , method, aspiration, absence 13
5.1 Note on the name . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14
6 First-principles design: what the artifact can actually do 15
6.1 Deconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
6.2 Fundamental truths . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
6.3 Constraint analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
6.4 Reconstruction: what the ordering has to be . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16
6.5 Claim classes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16
7 Operating method: from first principles to a bounded release 17
7.1 The unit of analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
7.2 The operating loop . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
7.3 Evidence states and stop points . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
7.4 Falsification and negative controls . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
7.5 Scope of inference . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
8 The Adaptation Thesis 20
8.1 Four adaptations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20
9 The two CANAR Y-severity boundaries 21
9.1 S1 — force and harm-capable systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21
9.2 S2 — untargeted profiling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21
9.3 Canary status . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21
10 Deployment tiers as oversight-retention grades 22
11 W ritten review and transparency 24
11.1 Finding record . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24
11.2 Escalation is not permission . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24
12 Durability and transparency: a hash-based canary 25
12.1 Deterministic registry hashing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
12.2 The canary statement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
12.3 Verification and escalation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
12.4 The honest trust model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
12.5 Defensive security context . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
13 Evidence, ambiguity , and evaluation 27
13.1 Exercised outcome coverage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29

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13.2 Residual lexical limitation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30
14 The instrument stated formally 31
14.1 The domain objects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31
14.2 The decision rule . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 32
14.3 The report envelope . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33
14.4 What binds each proposition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33
14.5 What the formalism does not establish . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34
15 The red-line registry 37
15.1 s1-human-control-force — Human control over force and harm-capable systems . . . . . . . . . . . . . . . . . . . . 37
15.2 s2-untargeted-profiling — No untargeted profiling or mass surveillance . . . . . . . . . . . . . . . . . . . . . . . . . 37
15.3 dual-use-ablation — Scoped release of dual-use models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39
15.4 cogsec-integrity — Cognitive security strengthens, never degrades, the epistemic commons . . . . . . . . . . . . . . 39
15.5 provenance-and-consent — Provenance and consent for data and identity . . . . . . . . . . . . . . . . . . . . . . . 40
15.6 open-science-good-faith — Open-science claims are honest and reproducible . . . . . . . . . . . . . . . . . . . . . . 40
15.7 downstream-transfer — No knowing transfer to a violating end use . . . . . . . . . . . . . . . . . . . . . . . . . . . 40
16 Registry composition as derived data 42
16.1 Severity and tier floors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 42
16.2 Scope vocabulary and overlap points . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 42
16.3 Per-line structure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 42
16.4 Evidence depth and the free-pass check . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43
17 Limitations and negative space 46
17.1 What this document does not decide . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 46
17.2 Adversarial declarations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 46
18 Conclusion 48
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1 Abstract
Red Line is a personal security boundary and explicit No document for dual-use development. Its function is deliberately narrow:
help one practitioner refuse work before commitment, make a near-boundary review inspectable, and make material weakening
visible over time. It records seven first-person refusals as a versioned, machine-readable registry and subjects a proposed engagement
to a strict intake gate. Purpose, end use, affected parties, provenance, legal basis, human control, deployment, downstream transfer,
and capability scope must each have a reviewable evidence record. Missing, self-asserted, unverified, stale, or contradicted context
cannot produce COMPLIANT.
The instrument classifies every intake into one of five categories (defined formally in Definition 11): insuﬀicient information blocks
inspection, outside scope finds no line implicated, and the remaining three — compliant, requires modification, non-compliant —
carry an ordered strictness. Typed exemptions replace narrative carve-out clauses; explicit aliases replace heuristic stemming in
scope normalization, where a light stemmer survives only in the advisory description/scope mismatch hint and never reaches a
classification; and a named authorization records escalation without releasing a blocking finding. A hash-based canary detects
drift only against a prior copy outside the writer’s control. The decisive limitations follow: local evidence is not independent truth
verification, lexical matching is not semantic understanding, and code is not enforcement.
Those mechanics are also stated formally in sec. 14, which restates the domain objects, the staged evaluator, and its decision rule as
numbered definitions and propositions written from the shipped code, each bound to a named test that re-derives it, so a sentence
that has drifted from the procedure it describes fails rather than persuades. Two propositions are exercised at scale: degrading any
one of the nine intake dimensions withdraws a compliant result in all forty-five executed evaluations, and an ALL-mode exemption
stays unreachable by a single declared token across fifty-eight more.
The scholarship is situated rather than universalizing. It joins pre-1900 primary texts and historical scholarship with contemporary
work from multiple regions and disciplines, recording what question each source carries, what claim it does not establish, and where
transfer into this personal instrument stops. Two literatures bound the project from either side: dual-use export control, which is
what this question looks like when institutions answer it, and the refusal literature, whose standing a practitioner declining paid
work cannot borrow. Turner’s framework is the mechanism source (sec. 3), not the title, subtitle, or authority of the project. The
figures are deterministic and generated from the registry, evaluator, canary, and source ledger; captions separate implementation
facts from interpretation and visual rhetoric, and the claim register and decision protocol carry the evidence chain and the operator
sequence.
Red Line remains narrow. Black Line addresses positive operating discipline; Golden Line addresses aspiration; White Line
addresses absence, restraint, and unknowability. They cross-reference one another without importing their substantive methods
into this refusal boundary.
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2 Introduction
Some work becomes harder to refuse once it has acquired a client, a deadline, or a sunk-cost narrative. Red Line places the refusal
earlier. It is the author’s personal security boundary and explicit No document : a dated, revisable statement of work he will not
accept, build, tune, release, or knowingly transfer.
This is not a complete ethics system, a legal opinion, or an enforcement service. Black Line concerns constructive practice; Golden
Line concerns direction; White Line concerns absence, omission, and epistemic restraint. Red Line is narrower because a boundary
must be usable at the moment of decision. It answers three practical questions: what is refused, what context must be established
before a near-boundary action can be considered, and what the instrument cannot establish.
2.1 Four propositions
1. Red Line is a security boundary . Its seven first-person lines identify work that this author will not pursue or knowingly
enable.
2. Red Line is an explicit No document. It is a personal commitment, not a universal moral authority and not a statement
made by an AI system on the author’s behalf.
3. Red Line is an evidence-gated auditability aid. It makes a local review inspectable and reproducible; it does not prove
safety, legality, or truth.
4. Red Line escalates when context cannot be established. Missing or unverified evidence is INSUFFICIENT_INFORMAT
ION, not permission.
2.2 What this paper can establish
Evidence layer It can establish here It cannot establish
Personal commitment what this author currently refuses universal moral authority or another
person’s consent
Local implementation what the code and tests return for
declared inputs
semantic truth, honest input, or
operational safety
Scholarship transfer which questions a source prompts source endorsement, consensus, or public
authorization
Render and release that a specific validation run connected
source to artifact
external certification or publication
readiness without clean and independent
witness gates
2.3 What the artifact is for
At the decision moment the instrument is a triage card rather than an essay: read the beacon, name the concrete capability and
deployment tier, resolve the nine context dimensions with evidence instead of assertion, run the local evaluator, preserve the finding
with its stable reason codes, and either narrow the work or stop. Maintaining a prior canary outside the author’s write boundary
is the one step that runs on a different clock. sec. 7 states the sequence in full; the operator version is in docs/decision-proto
col.md, and day to day the instrument is run through the daf-red-line skill in the author’s private daf-skills toolchain, so this
paper is the theory and the skill is the practice. The point is relevance to a real decision under time pressure. A polished boundary
that does not change what the practitioner records, asks, or refuses is only decoration. fig. 1
The design puts refusal before optimization and evidence before policy matching. It also separates four kinds of statement: a source
may support a descriptive claim; an interpretation may transfer a question with an explicit stopping point; an implementation
claim must be supported by code, tests, generated artifacts, validation, or inspected output; and a release claim must be tied to a
validated source-to-render chain for a particular artifact. None of these surfaces can silently upgrade another.
2.4 Beacon, evaluator, canary
The registry is a beacon: collaborators can read the boundary before a request becomes a project. The evaluator is a narrow
policy instrument, not a semantic judge. It requires a typed ActionContext, verified evidence for each required dimension,
normalized scope, and a structured exemption before it can return COMPLIANT. A complete action that touches no registered line
is OUTSIDE_SCOPE, which is deliberately not collapsed into compliance.
The canary is a dated attestation over canonical registry content. It can expose drift when a prior copy is held beyond the author’s
write boundary; it cannot prevent a rewrite, prove authorship, enforce a finding, or independently establish that a source record
is true. A review authorization records escalation but never unblocks a non-compliant or evidence-insuﬀicient result.
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Figure 1: A boundary is an instrument: declare, evidence, stop, witness. This editorial plate turns the live registry, nine-field
intake, five evaluator classifications, and external-prior condition into a single decision-time field. Its paper texture, traces, and
red mark are visual rhetoric, not empirical data; the caption and alt text preserve the non-claims if the image is unavailable.
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2.5 A bounded comparison
Alex Turner’s A Red Line and Oversight Framework for Government AI Contracts [Turner, 2026] is the mechanism source for this
project’s architecture (sec. 3). Its organization-to-government setting, standing Review Body, legal context, and specific scope are
not imported as authority. The adaptation keeps only a carefully marked pattern — precommitment, retained oversight, review
classifications, and durability — and changes the subject to one practitioner’s own work.
The manuscript therefore keeps two questions separate: what the sources make visible, and what this author commits to. The
scholarship widens the questions asked of the registry—who bears the cost of a false positive, what legibility can conceal, whose
knowledge is being organized—but it does not convert a plural reading list into universal legitimacy. The claim register makes this
stopping rule auditable.
The paper proceeds as follows. sec. 3 records the mechanism source. Section sec. 14 states the instrument as formal definitions
and propositions. The red-line registry is composed in Section sec. 15 , and Section sec. 17 closes with the instrument’s limitations
and negative space.
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3 Background — Turner as a bounded mechanism source
Alex Turner’s A Red Line and Oversight Framework for Government AI Contracts is the principal comparative source for this
project’s architecture [ Turner, 2026]. Turner writes at organization-to-government scale. The framework combines bright-line
standards, retained-oversight tiers, a standing Review Body, review classifications, durability provisions, and transparency. This
section records the source before describing the personal adaptation.
Turner’s formulation of appropriate human control is more demanding than a checkbox saying “human in the loop. ” It asks
whether an identifiable person is accountable, whether that person can exercise independent judgment, whether the system’s
operational design permits meaningful evaluation, and whether legal and operational transparency are available [ Turner, 2026]. It
also recognizes that speed, volume, and complexity can make nominal human review ineffective. Red Line carries these as questions
for the intake; it does not pretend that a text field or token can establish them.
Turner’s surveillance standard similarly distinguishes individualized, particularized analysis from inference based only on a category,
population, or bulk dataset. The existence of data about a person is not, by itself, permission to generate an individualized
assessment. Those details matter here because they show why Red Line’s human_control, affected_parties , purpose, and
data_provenance fields must be evidenced rather than asserted.
Turner also describes scope-specific carve-outs, oversight thresholds, and durability procedures. Ambiguity resolves toward coverage
in the source framework [ Turner, 2026]. Red Line preserves that conservative direction but implements a stronger local first gate:
unresolved context becomes INSUFFICIENT_INFORMATION before the registry can return a policy result.
3.1 What is and is not transferred
Transferred as a question: can a bright-line commitment be made inspectable, reviewed before action, and made harder to weaken
silently? Not transferred as authority: Turner’s legal setting, government contracting relationship, seven-member institution,
leadership powers, or claims about external enforcement. Red Line is a personal, self-authored instrument with an explicit
external-witness limitation.
The implementation mapping appears in the next section. The important boundary is that an analogy to a governance mechanism
is not evidence that the personal instrument has the institution’s powers.
The source framework also contains organizational, contractual, legal, and operational machinery that this project does not
possess: a company, government counterparties, a standing Review Body, neutral-auditor access, safety-stack controls, and service
suspension. Those omissions are not hidden implementation debt. They are the reason the local artifact claims auditability rather
than institutional enforcement.
3.2 Provenance labels for the adaptation
The manuscript uses three labels so that resemblance does not become false attribution:
Element Label Exact boundary
Human control for harm-capable action source-derived question; adapted
intake
Turner supplies the accountable-human
problem; Red Line adds fields and
evidence, not Turner’s authority.
Individualized and proportionate
scrutiny
source-derived distinction; adapted
refusal
Turner supplies particularization; Red
Line applies it to S2, not to a complete
proportionality theory.
Bright lines, tiers, review, and durability source-derived mechanism; adapted
architecture
The local registry, evidence gate, five
classifications, self-review, and canary
are this project’s implementation.
Personal No document and strict
evidence gate
independently authored Personal design decisions, not Turner
quotations, legal standards, or universal
conclusions.
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4 Global and Historical Scholarship: Situated Questions, Not a Universal Lin-
eage
The reading base is an audit surface, not an authority bundle. The selection protocol prefers primary texts, scholarly editions,
publisher pages, and oﬀicial institutional sources; includes pre-1900 materials when their question remains useful; and records the
boundary on every transfer. For every one of its 45 sources, the ledger in docs/research-method.md records place, period, the
question carried into the audit, the non-transfer boundary, and a verified publisher or primary-text URL. Those 45 sources sit
in 44 table rows: Kukutai and Taylor is listed in both tables, and the Cugoano row cites the primary text alongside its Stanford
Encyclopedia entry.
Genre, language or translation, and a stable locator are recorded only for the 22 sources in the deepened second table; the machine-
readable ledger at data/source_claims.json marks the remaining 23 not recorded rather than filling the field with boilerplate,
and validate_source_claims rejects any locator derivable from a source’s own citation key.
4.1 Before 1900: refusal, rule, knowledge, and power
Sunzi’s Art of War makes information, deception, timing, and judgment operational questions [ Sunzi, 1910]. Kauṭilya’s Arthaśāstra,
in Patrick Olivelle’s scholarly translation, joins law, administration, intelligence, and the practical limits of rule [ Kautilya, 2013].
Aristotle’s Politics asks how constitutions distribute authority, while al-Fārābī’s political philosophy links knowledge, political
order, and human flourishing [ Aristotle, -350, Mahdi, 2000]. Ibn Khaldūn’s account of ‘asabiyya and justice adds a historically
situated analysis of cohesion and power [ Darling, 2007].
These texts are not a single tradition. Machiavelli supplies an uncomfortable test about incentives and power [ Machiavelli, 1513];
Wollstonecraft asks whether a discourse of reason can survive the denial of equal intellectual standing [ Wollstonecraft, 1792].
Ottobah Cugoano’s late-eighteenth-century abolitionist work adds a Black Atlantic voice on liberty, consent, responsibility, and
the self-deception that allows beneficiaries of coercion to call it legitimate [ Cugoano, 1787, Dahl, 2025]. Cugoano is not used as a
generic representative of “African ethics”; he is read in his own Atlantic, religious, abolitionist, and philosophical context.
The transfer from these sources is a set of questions: who acts, under what authority, with what knowledge, toward whom, with
what power to withdraw or repair, and who bears the cost when a claim is wrong? None supplies a modern rights framework, a
universal AI policy, or an endorsement of this registry.
The Latin American record adds a necessary asymmetry. Bartolomé de las Casas’s account is a colonial-era Spanish cleric’s polemic
about violence in the Americas, not Indigenous testimony and not a representative voice for the region [ Las Casas, 1552]. Its narrow
use here is diagnostic: an institution can describe its own authority as administration, improvement, or salvation while affected
people bear coercive costs. The source therefore sharpens the intake questions about affected parties and power; it does not supply
a universal theory of consent or authorize the author’s categories.
4.2 Modern critical and institutional scholarship
Elinor Ostrom shifts attention from abstract market/state choices toward rules-in-use, monitoring, graduated responses, and
situated knowledge [ Ostrom, 1990]. James C. Scott shows how administrative legibility can simplify a system while erasing
local knowledge [ Scott, 1998]. Linda Tuhiwai Smith makes research power and extraction part of method [ Smith, 1999]. Helen
Nissenbaum’s contextual integrity rejects a context-free account of information flow [ Nissenbaum, 2004]. Together they require Red
Line to treat provenance, affected parties, downstream use, and public legibility as context-dependent rather than as checkboxes
that automatically confer legitimacy.
Jobin, Ienca, and Vayena show convergence and divergence among AI principles; Selbst and colleagues warn that abstraction
can sever technical categories from their sociotechnical context [ Jobin et al. , 2019, Selbst et al. , 2019]. Birhane, and Mohamed,
Png, and Isaac, put coloniality, dependence, local knowledge, and critical technical practice into the AI governance conversation
[Birhane, 2020, Mohamed et al. , 2020]. These sources constrain the project’s temptation to call a readable registry universal or
emancipatory.
The surveillance and classification literature makes the same warning more concrete. Browne traces surveillance of Blackness
through historical and contemporary practices [ Browne, 2015]; Noble shows how apparently neutral search infrastructures can
reproduce racialized hierarchy [ Noble, 2018]; and Eubanks documents how automated administrative systems can concentrate
burdens on people with little power to contest them [ Eubanks, 2018]. Fricker supplies a distinct epistemic question—who is treated
as a credible knower and who lacks interpretive resources [ Fricker, 2007]—while Couldry and Mejias frame data extraction as a
relation of power rather than a mere technical flow [ Couldry and Mejias , 2019]. Gray and Suri add hidden human labor to the
system boundary [ Gray and Suri , 2019]. Together these works justify keeping affected parties, provenance, downstream transfer,
and human control as separate intake dimensions. They do not prove that any particular action is unlawful or unsafe.
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Four further works make the bridge from scholarship to operating intelligence explicit. Haraway’s account of situated knowledges
requires the author to name the standpoint and partial perspective behind a claim rather than perform a view from nowhere
[Haraway, 1988]. Jasanoff’s “technologies of humility” organize uncertainty around framing, vulnerability, distribution, and learning
[Jasanoff, 2003]. Costanza-Chock’s design-justice practice asks who is centered, burdened, excluded, or able to contest a design
[Costanza-Chock, 2020]. D’Ignazio and Klein add a power-aware account of data, classification, and invisible labor; data do not
speak for themselves [ D’Ignazio and Klein , 2020].
The transfer is operational, not ornamental. These questions attach to the intake as follows: standpoint and missing perspective
sharpen provenance and affected parties; framing and vulnerability sharpen purpose, end use, and unknowns; participation and
contestability sharpen human control and downstream transfer; and power, classification, and labor sharpen capability scope. None
of the four sources can turn a self-assertion into verified evidence or make a local result a public authorization. Their value is that
they make the operator ask a better question before the evaluator returns a bounded answer.
Kukutai and Taylor add a collective-authority test that individual consent does not settle: when data concern an Indigenous people
or community, who has standing to govern collection, interpretation, and downstream use? [ Kukutai and Taylor , 2016] This is
a question for affected_parties, data_provenance, legal_basis, and downstream_transfer, not a new universal permission
rule. The source is especially relevant because it prevents the intake from treating data sovereignty as a property of an individual
record alone; it does not replace the authority of the affected community or establish that a particular data use is legitimate.
Figure 2: Scholarship becomes intelligence only when it changes the intake. This bridge maps four added works to concrete
questions about perspective, uncertainty, contestability, classification, and hidden labor. The red gap is deliberate: sources widen
the audit surface but do not authorize an action, verify an intake field, or replace affected-party testimony.
4.3 Export control and the refusal of work
Two literatures sit closer to this artifact than any cited so far, and neither of them flatters it. The first governs dual-use capability
from above; the second describes refusing work from below. Red Line is neither, and saying so precisely is more useful than
claiming kinship with both.
Export control is the mature institutional form of the question this registry asks. The Wassenaar Arrangement maintains a list
of dual-use goods and technologies that participating states implement in national law [ The Wassenaar Arrangement on Export
Controls for Conventional Arms and Dual-Use Goods and Technologies , 2025]. Its structure is instructive twice over. It keys
control to declared capability categories rather than to an assessment of the person applying for a licence, which is the same lexical
bet Red Line makes and the same one sec. 17 concedes is escapable by description. And its 2013 addition of “intrusion software”
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is the reference case for what goes wrong when a capability definition is drawn slightly too wide: a category meant to constrain
commercial spyware also described the exchange of defensive research, and the definition had to be revisited. A personal registry is
smaller than a multilateral regime in every respect that matters, but it inherits that failure mode exactly, which is why the scope
vocabulary in sec. 15 is enumerable and printed in full rather than described.
Harris’s comparative study of nuclear, biological, and cyber governance sets out the layering these regimes depend on: treaty
obligations, export controls, institutional review, and the judgment of the researcher, each carrying part of the load and none
of them suﬀicient alone [ Harris, 2016]. The Fink report made the last of those layers explicit for the life sciences, naming seven
categories of experiment that should trigger review and arguing that the scientific community’s own screening is a governance layer
rather than an informal habit [ National Research Council , 2004]. That is the strongest available warrant for an instrument like this
one, and it is also a bounded one: the report proposed researcher judgment alongside institutional review boards, never instead of
them, and Red Line has no board. What transfers is the proposition that a practitioner’s pre-commitment is a recognized layer.
What does not transfer is any suggestion that the layer is adequate by itself.
The refusal literature supplies the vocabulary the registry was missing for its own act. Zong and Matias give refusal a structure —
autonomy, timing, power, and cost — written deliberately from the standpoint of people refusing an institution’s data collection
rather than the institution seeking compliance [ Zong and Matias , 2024]. Their four facets are the sharpest available test of this
instrument: it is individual rather than collective on autonomy, proactive rather than reactive on timing, weak on power because
it binds only its author, and it redistributes cost onto that author alone. The transfer stops firmly at standing. Refusal from below
is refusal by those with the least power in a relation; a practitioner declining paid work is not that, and borrowing the term’s
moral weight would be exactly the authority-washing this section exists to prevent. The same boundary applies with more force
to Simpson, whose account of refusal as a positive political stance — a sovereignty claim with its own content, not the absence
of consent — belongs to Kahnawà:ke and to settler-colonial history [ Simpson, 2014]. The concept that a “no” can be generative
rather than merely negative is what this project takes; the standing is not available to be taken.
Between the two literatures sits the one documented case of collective refusal in this industry. Crofts and van Rijswijk trace
Google’s Project Maven episode: thousands of workers refused military AI work, the contract lapsed, principles were published
— and the corporate form absorbed the objection intact [ Crofts and van Rijswijk , 2020]. The episode is evidence that refusal is
possible and legible, not a base rate. For a single practitioner the lesson is narrower still: refusal held collectively had leverage
refusal held alone does not, which is the honest reason this artifact claims auditability rather than effect.
4.4 Selection limits and positionality
This is a curated conceptual audit, not a systematic review, a representative survey of world traditions, or a substitute for
consultation with people affected by a proposed system. The selection is constrained by sources available in accessible editions
and translations, the author’s questions, and the need to keep each transfer legible. Geographic variety is therefore a corrective to
a narrow lineage, not a coverage statistic. A source from a region is not a proxy for everyone in that region; a translated text is
not identical to its language of composition; and placing sources in one figure does not make them equivalent.
The consequence is methodological restraint: the reading base can expand the intake questions—about power, classification,
labor, consent, and contestability—but it cannot supply affected-party testimony, jurisdiction-specific legal review, or independent
verification of an evidence record. Those remain separate obligations.
For dual-use security, Brundage and colleagues map malicious-use concerns across digital, physical, and political domains and
argue for prevention and mitigation rather than a single prediction [ Brundage et al. , 2018]. That supports a capability-and-
transfer question in Red Line, not a claim that a lexical registry forecasts threat likelihood. Three engineering references sit beside
it and are taken up again in sec. 12, where they describe what this project does and does not do: the NIST Secure Software
Development Framework, MITRE ATT&CK, and SLSA v1.2 [ Souppaya et al. , 2022, MITRE, 2026, SLSA Community , 2026].
Here they enter the reading base for one reason only — they name the questions to ask about provenance, adversary behavior,
and build attestation. Neither a standard nor a threat catalog is evidence that Red Line is secure, legally compliant, or resistant
to an advanced persistent threat.
UNESCO, the OECD, and the African Union provide policy comparison points; NIST provides operational vocabularies for risk
management and continuous verification [ UNESCO, 2021, OECD, 2019, African Union Commission , 2022, Tabassi, 2023, Rose
et al. , 2020]. They are not certifications of Red Line and cannot substitute for the project’s own evidence gate.
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Figure 3: The method is assembled from many situated questions, not one universal lineage. The cards group pre-1900 primary
texts, historical scholarship, critical methodology, collective data-governance work, and contemporary standards by broad period
and region. Direct labels state the question carried into Red Line; placement does not imply direct influence, equivalence, or
endorsement. The figure deliberately includes an interpretive boundary: a source can widen the audit surface without authorizing
the personal refusal registry. It is a provenance and humility device, not a measurement of global coverage or scholarly quality.
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Figure 4: Every source transfer carries a question and a stopping point. This deterministic matrix makes the claim discipline
visible: descriptive, transfer, and implementation claims are separated, and each source row names the boundary beyond which
it is not used. Collective data authority appears alongside individual consent and contextual privacy; the visual does not score
traditions, demonstrate consensus, or make the reading base universal. It is designed for the PDF and narrow HTML layout with
direct labels, repeated color-and-text encodings, and a caption that remains meaningful if the image is unavailable.
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5 The four-line set: boundary, method, aspiration, absence
Red Line is the first work in a four-line set, but it is not an omnibus theory. It is the security boundary and explicit No document :
a dated record of work the author refuses, the conditions under which a proposed action is reviewed, and the limits of a self-authored
canary.
The companion works answer different questions. Black Line describes the positive operating discipline for doing strong, concise,
intelligent work and research. Golden Line describes a higher aspirational thread: directions that can orient a life or project
without becoming a compliance verdict. White Line describes what is absent or unknowable, including epistemic gaps, ethical
restraint, withheld material, and the negative space around a claim.
The separation is substantive. Red Line does not turn good method into permission; Black Line does not turn aspiration into
prohibition; Golden Line does not turn uncertainty into failure; White Line does not turn silence into evidence. Each work has its
own registry, vocabulary, executable interface, sources, figures, tests, and limitations, and each is its own repository — docxolog
y/black_line, docxology/golden_line, and docxology/white_line. The relationship is recorded in the companion line_set
work (https://github.com/docxology/line_set), which declares the set and checks that no two instruments gave the same spelling
to different things.
The distinction is summarized in fig. 5. The diagram is an orientation aid, not a hierarchy: the colors name different jobs, not
different degrees of moral worth.
Figure 5: Four questions keep refusal, method, aspiration, and absence distinct. Orientation schematic for the four-line set: Red
Line is the refusal boundary and explicit No document; Black Line is the positive wire for strong, concise, intelligent work; Golden
Line is an aspirational direction rather than a pass/fail rule; and White Line records what is absent, withheld, uncertain, or left
outside a claim. The colors are semantic accents, not severity scores. The four works are standalone instruments with different
registries and evaluators, and the figure does not imply that one line can substitute for another.
The current project therefore remains narrow by design. Its questions are:
1. What must this practitioner refuse?
2. How can that refusal be made inspectable before work begins?
3. What can a registry, evaluator, self-review record, and external prior copy demonstrate, and what can they not demonstrate?
Black, Golden, and White now exist as sibling instruments in their own repositories, each with its own release number; the line_set
companion records their ordering and non-overlap contract, and this paper pins none of their version numbers. Red Line remains
the reference boundary rather than a container for their adjacent concerns. A cross-reference does not create a combined evaluator:
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a positive method cannot authorize a refused action, an aspiration cannot resolve missing evidence, and a statement of absence
cannot prove safety.
One vocabulary item is deliberately shared across the set, and a reader holding only this paper needs to know it. Black Line
also publishes a status spelled OUTSIDE_SCOPE, and it does not mean there what it means here: in Red Line it marks a complete,
evidenced intake that implicates no current registry line, while in Black Line it marks an attempt outside that discipline’s evaluation
scope. One is a finding of absence after inspection; the other is a declination to inspect. The overlap is declared rather than
accidental, and neither sense may be read into the other.
A fifth work, line_set, is a thin reader that declares the set and checks that no two lines gave the same spelling to different things
— including the shared token just named. It adds no substantive instrument, and Red Line does not import, depend on, or defer
to it.
5.1 Note on the name
This paper’s alchemical stage is Rubedo, the reddening — the culminating phase of the classical magnum opus — and the color
openly echoes that opus. The set’s four colors (black, white, gold, red) name the stages of the alchemical work in plain sight.
That echo is read here only in Carl Jung’s symbolic-psychological register, where the opus is a map of individuation; it is not an
empirical, mystical, or causal claim about matter, minds, or this instrument. “Green is not proof” applies to a fluent symbolic
parallel as much as to a passed test. The opus reads rubedo as a culmination, but the name is borrowed as symbol, not as rank:
Red Line is not the completion of the set nor superior to the other three instruments — the four are peers, and Red Line is merely
the one that answers what to refuse. Note too that the set’s working order — refuse, method, aspire, absence — is functional,
chosen for how the instruments are used, and does not reenact the classical stage sequence (in which reddening comes last, not
first). The full framing, with its single Jung citation and the honest esoteric caveats, is documented in the line_set companion
work ( https://github.com/docxology/line_set) and is not restated here.
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6 First-principles design: what the artifact can actually do
Before asking whether Red Line resembles another governance framework, ask what problem the artifact must solve and what
information it can actually possess. One practitioner, deciding alone, before the work starts. That is the whole situation the
artifact is built for, and it fixes what the artifact can know: whatever the practitioner has written down and whatever he can check
locally. Everything the abstract promises follows from that constraint rather than from an ambition — and so does everything it
refuses to promise, which is universal morality, verification of the world, and stopping an action by software alone.
6.1 Deconstruction
The project is made of six constituent parts:
Part Irreducible job Evidence in this repository
Personal commitment State what this author will not accept,
build, tune, release, or knowingly transfer
Seven dated first-person RedLine records
Intake Describe an action before its description
can be used as a policy shortcut
ProposedAction and nine-field
ActionContext
Evidence gate Refuse a green result when required
context is missing, stale, contradicted, or
merely asserted
Typed EvidenceRecord values and INSU
FFICIENT_INFORMATION
Local decision procedure Apply declared scope, typed exemptions,
and oversight floors consistently
evaluate_action and its five
classifications ( Definition 11 )
Review and change record Preserve what was decided and expose
registry drift
Frozen ReviewFinding, transparency
aggregation, and CanaryStatement
Publication surface Let a reader compare source,
implementation, and rendered artifact
Beacon prose, source ledger,
deterministic figures, PDF, and HTML
The parts are complementary but not interchangeable. A hash cannot replace a review. A review cannot replace evidence. Evidence
cannot become truth merely because it is labeled VERIFIED. A public document cannot become universal authority merely because
it cites sources from many places.
6.2 Fundamental truths
The design begins from facts that survive removal of familiar labels:
1. A personal refusal has authority over the author’s own participation, not over other people or institutions.
2. A local program receives declarations and pointers to records; it does not, by inspecting their labels, know whether the
underlying world is true.
3. A lexical scope matcher can apply explicit vocabulary consistently, but it cannot infer the actual capability or purpose of
arbitrary work.
4. A cryptographic digest can show that current content differs from a prior digest. It does not prove authorship, authenticity,
semantic adequacy, or non-forgeability.
5. A frozen finding records a result; without an external authority or admission control it cannot physically prevent execution.
6. If the conditions for a review cannot be established, treating the action as compliant would manufacture certainty from
absence. This is the classical fail-safe-defaults posture: base a decision on demonstrated permission rather than on the mere
absence of objection.
7. A publication claim is only as strong as the chain connecting its source, code, tests, generated assets, and rendered output.
These are not claims that the instrument is safe. They are the reasons its strongest honest output is often a stop, a limitation, or
a request for an independent witness.
6.3 Constraint analysis
The project also contains choices that should not be mistaken for laws of nature. The following classification keeps the mechanism
revisable:
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Design element Classification Why it is kept or challenged
First-person, dated provenance Hard requirement of the stated function Without an accountable author and date,
the artifact cannot be a personal
commitment.
Fail closed on unresolved required
context
Hard epistemic consequence Missing information cannot logically
support a positive review result.
Nine required intake dimensions Deliberate policy choice The fields are a broad audit surface, not
a complete ontology; new evidence needs
may require revision.
Explicit aliases and an ASCII boundary Deliberate policy choice They block trivial masquerading without
pretending to solve semantic
interpretation.
Seven current lines Deliberate scope choice REGISTRY_IS_EXHAUSTIVE = False ;
absence is not endorsement.
180-day freshness window Maintenance policy It is a useful review cadence, not a
universal truth about evidence expiry.
Turner as the organizing comparison Removable interpretive choice The project must stand without
importing Turner’s authority, institution,
or legal claims.
External prior canary copy Hard condition for external change
detection
A same-author file can be rewritten
together with the registry and therefore
cannot witness itself.
PDF and HTML validation Hard requirement of a publication claim A source that does not reach the reader
intact has not been successfully
published.
6.4 Reconstruction: what the ordering has to be
Those truths do not yet give a procedure, but they fix its order. Refusal comes before optimization, because a boundary consulted
after a project has a client is a boundary that argues with sunk cost. Evidence comes before policy matching, because a description
that can select its own exemption token is not a description. A result comes before authorization, because an escalation that
can be recorded ahead of a finding is an override wearing a different word. And a local attestation comes before, without ever
substituting for, an independent witness — a file the author can rewrite cannot testify about the author.
The eight-step form the practitioner actually runs is in sec. 7; it is one procedure stated once, not a summary and an expansion.
6.5 Claim classes
The manuscript uses four claim classes so that a polished document does not make unlike evidence look interchangeable:
Claim class What can support it What cannot upgrade it
Descriptive A cited source, edition, and stable
locator
A source’s existence does not establish
the author’s interpretation of it
Transfer / interpretive An explicit question, rationale, and
stopping point
A broad reading list does not create
universal legitimacy
Implementation Source code, tests, generated figures,
validation, and inspected output
Green code does not verify the world,
the source records, or operational safety
Release A validated source-to-render chain,
artifact manifest, and inspected
PDF/HTML
A successful build does not provide
external certification or real-world
outcome evidence
The adaptation is therefore a bounded construction rather than a conclusion that the cited traditions, standards, or threat catalogs
endorse Red Line. The artifact is strongest when it says exactly what it did, what it refused to infer, and where another reviewer
must take over.
The resulting operating sequence is made explicit in sec. 7, where each claim carries an evidence state and stopping point through
the local decision and publication gates.
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7 Operating method: from first principles to a bounded release
The first-principles reconstruction ( Section sec. 6 ) fixes the order; this section gives the procedure.
The first-principles section identifies the artifact’s irreducible job: help one practitioner decline or narrow high-risk development
work before commitment, record the local reason, and disclose what the record cannot establish. This section turns that recon-
struction into a repeatable method. It is a protocol for producing inspectable evidence, not a claim that the protocol can discover
semantic truth or guarantee a safe outcome.
7.1 The unit of analysis
Keep three objects separate:
Object Question Permitted evidence
Observation What was declared, recorded, or
rendered?
a typed field, dated record, source
locator, test output, or artifact hash
Interpretation What question or limit is being
transferred?
an explicit rationale and stopping point
attached to a source or claim
Action decision What may this author do within this
local registry?
the evidence-gated evaluator result for a
declared scope, tier, and review date
A source can support an interpretation without authorizing an action. A test can support an implementation claim without
verifying the truth of an intake field. A rendered page can show that a statement reached an artifact without showing that the
statement is correct in the world. This separation is the central anti-confusion rule.
7.2 The operating loop
1. Deconstruct the function. State the concrete decision or release problem before importing a label such as governance,
security, or safety. Identify who can refuse, who may be affected, and what the instrument can actually observe.
2. Challenge the boundary . List hidden assumptions about authority, scope, evidence, freshness, semantic interpretation,
and external witnessing. Mark each as a hard constraint, a local policy choice, or an open question.
3. Declare the claim. Assign a claim class ( descriptive, transfer, implementation, or release), a verification mode, a
supporting surface, and a stopping point. The machine-readable register in data/claim_register.json is the publication-
facing contract.
4. Reconstruct the smallest honest rule. Represent an action with its scope, deployment tier, nine context dimensions,
evidence records, and explicit unknowns. Do not let free-text purpose or an exemption token substitute for typed context.
5. Evaluate fail-closed. Normalize the scope, check missingness, unresolved statuses, freshness, and ambiguity before policy
matching. Then apply typed exemptions and tier floors. The evaluator’s five classifications ( Definition 11 ) remain distinct
and ordered, from the intake-blocking INSUFFICIENT_INFORMATION through OUTSIDE_SCOPE.
6. F reeze the record. Preserve the classification, implicated lines, human-readable reasons, stable reason codes, normal-
ized scope, evidence-stop dimensions, review date, and any authorization. An authorization may document escalation or
remediation; it cannot turn a block into permission.
7. V erify the publication chain. Rebuild source-driven figures, validate bindings, run tests and coverage, render PDF and
HTML, and inspect the combined artifacts. A source claim is not a release claim until its required surface exists and is
checked.
8. Revise or stop. If a result, source, figure, or rendered artifact fails its criterion, record the defect and either amend it with
a dated rationale or stop. Never replace an unresolved state with a favorable default.
7.3 Evidence states and stop points
The protocol uses evidence as a condition for a local decision, not as a proxy for truth. MISSING means no usable value or supporting
record exists; SELF_ASSERTED means the requester supplied an assertion without an independent reviewable basis; UNVERIFIED
means a pointer exists but has not been checked; CONTRADICTED means the available record conflicts with the declaration; and
STALE means the record is outside the configured review window or future-dated. None can narrow a line. VERIFIED means only
that a reviewable record was checked for this decision and remains current; it can narrow a line only through its typed exemption
and declared scope.
This vocabulary prevents an important category error. A verified legal-basis record is evidence that a reviewer checked the supplied
record; it is not a legal opinion generated by Red Line. A verified human-control record is not proof that people will exercise that
control under pressure. The evaluator therefore refuses to manufacture COMPLIANT from an information gap.
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Figure 6: An evidence-gated improvement loop keeps claim, action, and artifact boundaries aligned. The eight-step schematic
moves from deconstruction and challenge through claim declaration, reconstruction, fail-closed evaluation, frozen records, source-
to-render verification, and dated revision. The outside panel names semantic truth, legal validity, enforcement, independent
witnessing, and real-world safety as claims this local loop cannot establish. It is a reproducible method map, not a measurement
of improvement or safety.
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The frozen ReviewFinding carries stable reason-code values alongside the display prose. This is a small but important audit
distinction: prose can be clarified without forcing downstream consumers to parse wording, while the codes make a block such as
STALE_EVIDENCE or UNEXEMPTED_LINE available for aggregation and regression checks.
7.4 Falsification and negative controls
The method is credible only if it can fail visibly. The release checks should include negative controls that deliberately attempt to
cross the boundary:
• remove a required claim class, stopping point, or verification mode;
• add a duplicate or unknown claim identifier to the prose register;
• describe a stale, self-asserted, or contradicted evidence record as current;
• make the figure registry and visualization brief disagree;
• alter a source-driven figure and test whether byte determinism detects the difference; and
• render without a required artifact and verify that the release manifest refuses readiness.
These controls test the instrument’s refusal behavior. They do not estimate false-positive or false-negative rates in the world,
because this project has no labeled corpus of real engagements and no independent operational observer. The appropriate conclusion
is narrower: the local gates either detect the planted defect or they do not.
7.5 Scope of inference
The method can support a statement such as: “given this registry, this typed intake, this review date, and these recorded evidence
statuses, the evaluator returned this classification. ” It cannot support: “the action is safe,” “the action is lawful,” “the source
endorses the framework,” or “the rendered artifact has been independently certified. ” Those stronger conclusions require different
authorities and evidence. The project is most coherent when it keeps that stopping point attached to every claim, figure, and
release record.
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8 The Adaptation Thesis
Turner’s framework demonstrates a pattern: make a narrow refusal explicit, grade release by retained oversight, issue a review
finding, and preserve a durable record [ Turner, 2026]. Red Line adapts that pattern to one practitioner. The transfer is method-
ological, not institutional. The first-principles reconstruction in sec. 6 is the controlling logic; the Turner comparison is useful only
where it clarifies a mechanism.
The personal version changes the decision boundary in an important way. A proposed action is not allowed to reach policy matching
on the strength of a description or a self-selected exemption token. It must carry an ActionContext and evidence records for
purpose, end use, affected parties, data provenance, legal basis, human control, deployment, downstream transfer, and capability
scope. That is an implementation choice made here in response to the risk of scope laundering and false certainty; it is not
attributed to Turner. The evidence gate is a refusal to manufacture a green result, not a claim that the local verifier has discovered
the truth of the records.
8.1 Four adaptations
1. The standing Review Body becomes a written self-review record plus an external-witness hook. The absence of independent
enforcement is explicit.
2. Deployment tiers become grades of how much the author can observe, update, suspend, or withdraw a work product after
release.
3. The registry retains narrative carve-outs but implements narrowing clauses as typed exemptions requiring verified evidence.
4. Durability becomes deterministic hashing and canary verification, while the successor rationale makes registry changes visible
rather than forbidden. The hash is a change signal, not a signature or an enforcement mechanism.
The result is not a private morality engine. It is a reproducible local review instrument whose strongest claim is: “given this
registry, this intake, this review date, and these recorded evidence statuses, this is the documented result. ” A reader should be
able to identify which parts are source-derived, which are the author’s commitments, and which are implementation facts.
Figure 7: The framework turns a private commitment into an evidence-gated review event. The deterministic architecture schematic
draws six stages inside the local author boundary: the seven-line registry beacon, the action-declaration intake, the evidence gate,
the policy match over lines and typed exemptions, the transparency tally, and the canary check. The external-witness boundary
remains outside the local author boundary. Arrows describe records and accountability flow, not enforcement; a green result is not
a safety certification.
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9 The two CANARY-severity boundaries
Turner’s framework gives special attention to human control over harm-capable systems and to individualized scrutiny that is not
generated from bulk data or group membership [ Turner, 2026]. Red Line carries these as its two CANARY-severity records, s1-
human-control-force and s2-untargeted-profiling, while making clear that the personal registry is not Turner’s institution
or legal standard.
9.1 S1 — force and harm-capable systems
The first line refuses building, tuning, or knowingly supplying a component to a system that selects and engages targets for
force without appropriate human control over each engagement. In this revision, “human control” is not proved by the token
human_in_loop. A compliant typed exemption requires verified context about the accountable human, the end use, the purpose,
and the operational ability to review the action. The local evaluator can require those records; it cannot inspect a deployment and
decide that the judgment was genuinely independent or operationally meaningful.
The typed exemptions cover defensive alerting and adjacent support such as logistics, translation, maintenance, research, and
accountable intelligence analysis. The exemption trigger is only a declaration; the required evidence must still be verified. Multiple
prohibited dimensions resolve to REQUIRES_MODIFICATION , and an unsatisfied exemption never softens the line. The source
framework’s more specific requirements around proportionality, operational tempo, and legal transparency remain questions for
human review, not claims discharged by this lexical interface [ Turner, 2026].
9.2 S2 — untargeted profiling
The second line refuses converting bulk data into individualized intelligence on people who are not already subjects of a specific,
lawful, individualized process. Turner’s source formulation makes particularization important: data about a person does not itself
authorize an individualized assessment, and an assessment should not be initiated solely from a demographic, national-origin,
religious, or political category [ Turner, 2026].
Red Line therefore requires evidence for affected parties, provenance, legal basis, and purpose even where an action declares aggre
gate_research, identified_subject, or opt_in_analytics. These tokens select a possible exemption path; they do not create
consent or legality. The local line also does not implement the source framework’s full proportionality, territory, independent-basis,
or downstream institutional controls. That omission is a scope boundary, not an implied approval.
9.3 Canary status
Both records remain CANARY-grade. Here “CANARY” is a change-signal grade, not a ranking of moral importance. Structural
invariants require that both ids remain present, retain CANARY severity, and never allow an AIR_GAPPED ceiling. Their
narrative carve-outs remain readable in the beacon, while their executable exemptions and evidence requirements are included in
the canonical registry digest.
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10 Deployment tiers as oversight-retention grades
Turner relates deployment eligibility to the oversight retained over a system after delivery [ Turner, 2026]. Red Line reinterprets
that mechanism for a single practitioner:
• HOSTED retains author-operated observation and withdrawal;
• CONNECTED retains a maintained update or suspension path;
• AIR_GAPPED means beyond recall, such as an unrestricted release or handed-off model.
The oversight_rank values are 2, 1, and 0 respectively. Each registry line declares a max_tier; despite that field name, it is used
as a minimum retained- oversight floor: the least-oversight environment in which a fully evidenced typed exemption may operate.
A tier floor is never a permission by itself: scope, context, and exemption evidence still govern. Definition 1 and Definition 13
state the rank and the floor test exactly as the code applies them.
The evaluator is monotonic in danger. An unexempted implicated line is NON_COMPLIANT at every tier; reducing retained oversight
adds an aggravating reason but cannot turn a hard block into a softer outcome. A verified exemption below its line’s floor becomes
REQUIRES_MODIFICATION. Proposition 8 states this as a property and names the test that exercises it. It is a consistency property
of the local decision procedure, not empirical evidence that a hosted system is safe or that an air-gapped system is dangerous in
every circumstance.
“Air-gapped” is shorthand for beyond the author’s practical ability to observe, update, suspend, or withdraw the work product. It
is not a security certification and does not mean that a released artifact is literally disconnected in every deployment.
Figure 8: Less retained oversight narrows the release envelope. The registry-derived matrix marks each line’s oversight floor and
labels the tiers directly; a filled cell means only that the tier floor is met. It does not mean an action is compliant, safe, or legally
permitted. The two CANARY records remain visibly bounded away from AIR_GAPPED release by an executable invariant.
Shape, text, and cell state repeat the meaning so the figure remains interpretable in grayscale and on a narrow page.
The monotonicity property itself is exercised, not merely asserted. The analysis module red_line.analysis.monotonicity
sweeps all 36 line/keyword slots (34 distinct tokens) across the seven current lines through the real evaluate_action at each of
the three deployment tiers — 108 executed evaluations with a fully evidenced fixture intake — and records the verdict lattice the
evaluator actually returned, with zero inversions. The slot count exceeds the vocabulary because handoff and provenance are
each declared by two lines and are therefore swept once per line.
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Figure 9: Dropping retained oversight never softens a verdict. Executed verdict-strictness lattice computed by red_line.analy
sis.monotonicity.run_monotonicity_sweep : all 36 line/keyword slots (34 distinct tokens) across the seven current lines run
through the real evaluate_action with a fully evidenced fixture intake at each of the three deployment tiers — 108 executed
evaluations — and every chip is the classification actually returned. Read left to right, a row moves from most to least retained
oversight and strictness never decreases; the sweep records zero inversions, and its regression test carries a positive control that
detects the replicated pre-fix defect. Monotonicity is a consistency property of the local decision procedure exercised with fixture
evidence, not a safety measurement or a review of any real engagement.
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11 Written review and transparency
Turner uses a standing Review Body and a fixed vocabulary of findings [ Turner, 2026]. Red Line cannot recreate that institutional
separation. It keeps the durable local outputs: a written finding for each reviewed action and a tally that makes classifications
and escalations visible.
11.1 Finding record
review_engagement returns a frozen ReviewFinding containing the engagement, classification, implicated line ids, finding text,
review date, declared scope, tier, and ambiguity flag. The evaluator is run as of that review date, so a finding cannot silently
describe one date while evaluating freshness at another. The finding preserves INSUFFICIENT_INFORMATION as a blocking result;
it does not turn incomplete intake into a policy judgment.
The result vocabulary is:
Result Meaning
INSUFFICIENT_INFORMATION required context or evidence is unresolved; stop
NON_COMPLIANT a line is implicated without a verified narrowing condition
REQUIRES_MODIFICATION a verified exemption still has a dimension or tier problem
COMPLIANT complete intake and verified exemption satisfy the local registry
OUTSIDE_SCOPE complete intake, but no current registry line applies
Outside scope is not a compliance certification. It says only that this registry did not match the documented action. A transparency
report aggregates the findings supplied to it; it is not an automatic publication channel or a third-party audit.
11.2 Escalation is not permission
The former boolean override was too easy to misread as authorization. The new ReviewAuthorization records authorized_by,
authority, rationale, and recorded_on. It is an escalation or remediation record. A finding remains blocking when its classifi-
cation is NON_COMPLIANT, REQUIRES_MODIFICATION, or INSUFFICIENT_INFORMATION ; the transparency report counts the named
authorization without changing that fact.
This is a deliberate difference from institutional governance. The author can make an exception visible, but cannot make the
personal “No” disappear by calling it an override.
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12 Durability and transparency: a hash-based canary
Turner’s framework protects the durability of a red-line commitment through procedure: a material modification requires advance
notice with a rationale, and an impairment of the Review Body’s capacity must be disclosed [ Turner, 2026]. A single practitioner
has no review body and no counterparty to notify. The personal analog is therefore cryptographic rather than procedural — it
makes weakening the standard visible and auditable, not procedurally gated.
12.1 Deterministic registry hashing
registry_hash reduces the red-line registry to a single SHA-256 digest over its canonicalized content. Canonicalization sorts the
lines by id, serializes each fixed payload including narrative carve-outs and typed exemption ids, trigger scopes, and required
evidence kinds, and dumps the whole as JSON with stable separators. No timestamps or environment inputs enter the payload, so
the hash is a pure function of registry content: the current seven lines yield the pinned digest 72835fd8…f5aad7, and any change
to a line’s policy semantics changes it. line_digest applies the same atom to a single line. This is a cryptographic checksum, not
a digital signature: it does not authenticate who issued a statement or make a rewrite impossible.
12.2 The canary statement
A CanaryStatement is a dated attestation. It binds the registry digest, the set of line ids present at issue time, and a tuple of
per-line (id, severity, digest) triples, all captured on a stated issued_on date. Binding the issue-time severity alongside
each digest — not merely the aggregate hash — lets a later check tell which line changed and how severe it was when the author
last vouched for it. issue_canary also enforces a successor guard: when a prior canary is supplied and the hash has drifted, a
silent re-issue is refused unless the author supplies a rationale, which is folded into a self-describing successor statement naming
the superseded digest and the removed or added ids.
12.3 Verification and escalation
verify_canary compares a prior statement to the live registry. It reports drift (any hash change), explicit removed_ids and
modified_ids, and stale independently, so a caller sees how a canary failed. intact requires an unchanged hash, a fresh
attestation, complete line-id agreement, and internally consistent populated per-line metadata. Freshness is always evaluated
against a 180-day window and fails closed: a missing, future-dated, or unparseable date reads as stale rather than as a silent
pass. When a removed or modified line was CANARY-grade at issue time, the detail escalates to CANARY-GRADE LINE ALTERED ,
surfacing it above any lower-severity change.
12.4 The honest trust model
This is the pattern of a warrant canary, not the legal instrument: a warrant canary’s force rests on a legal asymmetry that does
not apply to a personal commitment. The statement is forgeable by anyone with write access to the registry, and the author is
also its only enforcer. Its evidential force rests entirely on an external prior copy — a git-committed or otherwise independently
held statement, checked by someone other than the author. The registry is pre-publication and there is no external verifier. The
instrument makes weakening the standard tamper-evident under that condition; it does not prevent it, and that limitation is
disclosed rather than papered over.
An external verifier should: obtain a prior statement from outside the author’s write boundary; recompute the current registry hash
and per-line metadata; run the freshness and drift check; inspect any successor rationale; and report the result without treating a
regenerated current statement as independent evidence. The full command-level procedure is in docs/VERIFY.md.
The trust boundary is therefore more important than the hash itself; fig. 10 shows what the mechanism can and cannot signal.
12.5 Defensive security context
The nation-state lens is applied here as a defensive threat model for a static private artifact, not as a claim that the repository is
an APT-resistant service. The relevant crown jewels are the registry, evidence and review records, prior canary, private scholarship,
release boundary, and rendered outputs. A patient adversary could alter a privileged checkout, poison a dependency or renderer,
rewrite a same-author canary fixture, or make a source appear more authoritative than it is. The threat model records these paths
and their residual limits in docs/security-threat-model.md.
NIST’s Secure Software Development Framework, MITRE ATT&CK, and SLSA provide useful vocabularies for provenance, ad-
versary behavior, and future artifact attestation [ Souppaya et al. , 2022, MITRE, 2026, SLSA Community , 2026]. They are
implementation context, not evidence of legal compliance, secure operation, or resistance to a nation-state actor. This project
currently demonstrates dependency-light deterministic domain logic, locked development dependencies, local canary and render
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validation, and explicit external-witness limitations; it does not claim signed provenance, a generated SBOM, hermetic builds, or
runtime telemetry.
Figure 10: The canary detects drift only when a prior copy is outside the writer’s reach. Trust-boundary schematic for the canary
mechanism: issuance binds the registry to an aggregate digest and per-line metadata; verification compares those values with the
live registry and checks freshness. The dashed boundary is the critical condition: the prior statement must be held by someone
or some system that cannot be rewritten by the same author who edits the registry. A canary cannot detect semantic violations
hidden by misleading labels, cannot stop a malicious re-issuance, and cannot enforce an action finding. It is tamper evidence
conditional on an independent witness, not prevention or legal protection.
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13 Evidence, ambiguity, and evaluation
The evaluator is a staged method, not a semantic safety classifier. The first stage asks whether the action can be reviewed at
all. ActionContext requires nine dimensions: purpose, end use, affected parties, data provenance, legal basis, human control,
deployment, downstream transfer, and capability scope. Each must have a VERIFIED evidence record, including an explicit
supported not-applicable value. Self-assertion, unresolved contradiction, unknown scope, empty scope, or explicit ambiguity
returns INSUFFICIENT_INFORMATION. The gate is conjunctive over all nine and it says which one it stopped on; Proposition 3 and
fig. 14 carry the executed sweep behind that claim.
The evaluator first attempts canonical normalization of the declared scope; malformed or non-ASCII tokens stop the intake rather
than becoming new vocabulary. It then checks the evidence gate before matching registry coverage, applying typed exemptions,
checking verified evidence for the exemption, and enforcing the deployment tier. Normalization is input hygiene, not a policy
verdict. The description is useful for human reading and mismatch hints; it cannot satisfy the scope or evidence gate.
The distinction matters: OUTSIDE_SCOPE means the complete intake implicated no current line, while COMPLIANT means at least one
line was implicated and a verified exemption plus tier requirements satisfied it. A missing legal basis is neither: it is an information
stop. The precedence is therefore: intake defect first; then an unexempted line; then a verified but modified or under-tier use; then
a fully narrowed implicated line; and only then outside scope. Proposition 2 and Proposition 4 state the same rule formally, each
bound to a test that re-derives the branch order from the evaluator source rather than restating it.
This ordering is monotone in severity: the intake gate short-circuits before any policy matching, and the reduction over implicated
lines always resolves to the single most severe applicable classification, so a less severe outcome never overrides a more severe one.
fig. 11 reads that precedence top to bottom, from the INSUFFICIENT_INFORMATION short circuit down through the hard block, the
modification requirement, the narrowed compliant result, and the distinct OUTSIDE_SCOPE terminal.
Figure 11: The evaluator returns the single most severe applicable outcome. Outcome-precedence ladder generated from the
evaluate_action control flow: the intake gate returns INSUFFICIENT_INFORMATION before policy matching, after which the re-
duction over implicated lines resolves to one classification ordered by severity — a hard block dominates a modification requirement,
which dominates a compliant result, which dominates OUTSIDE_SCOPE. A less severe outcome never overrides a more severe one.
The ladder is a control-flow schematic, not empirical evidence that any action was safe, lawful, or correctly described.
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Figure 12: Normalization and evidence gates precede policy verdicts. This deterministic method map shows the reading path from
canonical input normalization through mandatory context, required evidence, line coverage, typed exemption, and tier checks. The
INSUFFICIENT_INFORMATION branch is deliberately upstream of compliance; OUTSIDE_SCOPE is a distinct terminal result. The
figure is generated from the evaluator contract, not from observed safety data, and the caption’s distinction is essential when the
visual is read without the surrounding prose.
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13.1 Exercised outcome coverage
The two figures above are schematics of intended control flow. The five-outcome claim is separately executed rather than drawn:
the harness red_line.analysis.outcome_coverage.run_outcome_coverage runs a deterministic battery of five ProposedAction
fixtures — one designed for each classification — through the real evaluate_action against the live registry at a fixed review date
(2026-07-15). In the current registry all five of the five classifications are reached and every case lands on its intended outcome,
with the evaluator’s stable reason codes recorded per case. The same harness honestly reports partial coverage when it should:
run against an empty registry, the three implication-dependent outcomes ( COMPLIANT, REQUIRES_MODIFICATION, NON_COMPLIANT)
become unreachable, and a review date a year later downgrades every fixture’s evidence to stale, collapsing even the compliant
case to an information stop. fig. 13 renders the executed report.
The reason codes returned by the executed battery also confirm that each case reaches the intended terminal by the intended
route. The unevidenced case stops with missing_evidence and intake_blocked — the short circuit, not a policy verdict. The
out-of-scope case returns the single code outside_scope. The compliant case carries both verified_exemption and all_lines_
narrowed, meaning a line was implicated and then narrowed rather than never matched. The modification case reports multipl
e_prohibited_dimensions — a verified exemption undercut by extra prohibited scope on the same line — and the blocked case
reports unexempted_line. A future refactor that preserved the five terminals but altered the paths to them would surface here as
a changed code set.
Reachability is a structural property of the evaluator’s control flow. The battery’s evidence records are harness fixtures, so a
complete report is a regression pin on the evaluator — it is not evidence that any real engagement was reviewed, safe, lawful, or
correctly described.
Figure 13: All five outcomes are exercised through the real evaluator, not asserted. Outcome-coverage plate computed by red_lin
e.analysis.outcome_coverage.run_outcome_coverage: each battery case runs through the real evaluate_action at the fixed
review date, and the chip on the right is the classification actually returned with its stable reason codes. All five classifications
are reached and every case matches its intended outcome, upgrading the five-outcome claim from a control-flow assertion to an
executed, regression-pinned property. The fixture evidence is not real-world verification, and the plate is not a safety measurement.
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13.2 Residual lexical limitation
Explicit aliases close trivial singular/plural and punctuation near-misses, but they do not infer meaning. A complete-looking action
can still misdescribe its capability or evidence. That is why the manuscript calls the output a local auditability result and requires
independent witness/review before making a stronger public assurance claim.
The result is also bounded by the current registry vocabulary. A newly named capability, an unfamiliar deployment pattern,
or a misleading but complete evidence packet can escape the intended semantic category. This is why the instrument treats
OUTSIDE_SCOPE as a bounded registry statement and why the release claim remains auditability rather than safety certification.
That vocabulary is small enough to print in full, and fig. 17 does. Thirty-four words decide what this evaluator can see; two of
them belong to more than one line. A reader who wants to know what OUTSIDE_SCOPE is bounded by can read the whole boundary
off one grid rather than take the caveat on trust.
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14 The instrument stated formally
The preceding sections describe the evaluator in prose. Prose about a decision procedure drifts from the procedure, and the
reader has no way to see the drift. This section restates the same objects and the same decision rule as numbered definitions and
propositions taken from the shipped code, and binds each proposition to a named test that fails if the two disagree. Nothing here
is new policy. It is the existing instrument written so that a mismatch is a red test rather than an unnoticed sentence.
Two limits carry through every result below. Each is a statement about a local program’s behaviour on declared inputs, never
about the world those inputs describe; and each is scoped to the registry version pinned by the digest in sec. 15, because these are
properties of a decision procedure applied to particular content.
14.1 The domain objects
Definition 1 (Deployment tier and oversight rank). The deployment tiers are 𝑇 = { hosted, connected, air_gapped},
ordered by a retained-oversight rank 𝜌 ∶ 𝑇 → {0, 1, 2} with 𝜌(air_gapped) = 0 , 𝜌(connected) = 1 , and 𝜌(hosted) = 2 . A higher
rank means more oversight the author still holds after release: the ability to observe the work product, update it, suspend it, or
withdraw it.
Definition 2 (Severity grade). The severity grades are {canary, absolute, strong}. The grade records how a change to the
line itself is treated, not how bad a breach would be: a canary line’s removal or demotion is itself the reportable event.
Definition 3 (Evidence status). The evidence statuses are {VERIFIED, SELF_ASSERTED, UNVERIFIED, CONTRADICTED}. Only
VERIFIED can support a required dimension. The evaluator does not decide whether a source is true; it records whether a
reviewable artifact was checked.
Definition 4 (Intake dimension). The intake dimensions are the nine-element set 𝐾:
𝐾 = { purpose, end_use, affected_parties, data_provenance, legal_basis,
human_control, deployment, downstream_transfer, capability_scope }
Their enum order is the intake order, and it is the column order of every derived matrix in this paper.
Definition 5 (Evidence record and staleness). An evidence record is a tuple (𝑘, 𝑟, 𝑠, 𝜎, 𝑑) of a kind 𝑘 ∈ 𝐾 , a reference 𝑟, a
summary 𝑠, a status 𝜎, and an ISO date 𝑑. Given a review date 𝑎 and a window 𝑤 (default 𝑤 = 180 days), the record is stale
when 𝑑 > 𝑎 or 𝑎 − 𝑑 > 𝑤 . A future-dated record is therefore stale in the same way an expired one is.
Proposition 1 (The staleness boundary is exclusive). Staleness uses the strict comparison 𝑎 − 𝑑 > 𝑤 of Definition 5 , so a
verified record dated exactly 𝑤 days before the review date is fresh, and a record dated 𝑤 + 1 days before is stale. The boundary is
the same strict-exclusive semantics as black_line’s currentness boundary and golden_line’s temporal boundary: the window’s last
fresh day is age 𝑤, and the first stale day is 𝑤 + 1. The threshold 𝑤 is a review-cadence choice, not a decay law, and a future-dated
record is stale regardless of the window.
Definition 6 (Action context). An action context 𝐶 assigns a string to each of the nine dimensions of Definition 4, and carries
a finite tuple of evidence records in the sense of Definition 5 and a finite tuple of declared unknowns. 𝐶 supports a dimension 𝑘 at
review date 𝑎 when it holds a record of kind 𝑘 whose status is VERIFIED and which is not stale. A dimension whose assigned string
is empty or one of unknown, unspecified, tbd, unclear is unsupported whatever its records say; not_applicable is a permitted
value, but it is still only supported when a verified record backs it.
Definition 7 (Scope normalization). A declared token is canonicalized by NFKC normalization, case folding, an ASCII check
that raises on anything else, replacement of every non-alphanumeric character by an underscore, collapse of repeated underscores,
stripping of leading and trailing underscores, and a final lookup in a reviewed alias table. There is no stemming: a new synonym
must be added to the table by hand. 𝒩(𝑆) denotes the canonical token set of a declared scope 𝑆.
Definition 8 (Typed exemption). An exemption is a tuple 𝑒 = ( id, description, 𝑇𝑒, 𝑅𝑒, 𝑚𝑒) where 𝑇𝑒 is a non-empty trigger
scope, 𝑅𝑒 ⊆ 𝐾 is the required evidence, and 𝑚𝑒 ∈ {any, all} is the match mode. For a declared scope 𝑆, with 𝒩 the normalization
of Definition 7 ,
matches𝑒(𝑆) = { 𝒩(𝑇𝑒) ⊆ 𝒩(𝑆) 𝑚 𝑒 = all
𝒩(𝑇𝑒) ∩ 𝒩(𝑆) ≠ ∅ 𝑚 𝑒 = any
and 𝑒 is satisfied by a context 𝐶 at review date 𝑎 when 𝐶 supports every 𝑘 ∈ 𝑅 𝑒. Matching is a declaration; satisfaction is the
condition that can narrow a line.
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Definition 9 (Red line). A red line is an eleven-field record: a slug id, a title, a first-person standard beginning I, a rationale,
a coverage scope, narrative carve-out clauses, a tier floor max_tier, a severity of Definition 2 , the person stating it, the ISO date
it was stated, and a tuple of typed exemptions. A line ℓ covers a declared scope 𝑆 when 𝒩(scopeℓ) ∩ 𝒩(𝑆) ≠ ∅ . The carve-out
clauses are prose for a reader; only the typed exemptions execute.
Definition 10 (Proposed action and effective scope). A proposed action is a tuple (description, 𝑆, 𝐶, 𝑡, amb) of free text, a
declared scope, a context, a tier 𝑡 ∈ 𝑇 as ranked in Definition 1 , and an ambiguity flag. Coverage and exemption matching both
run against the effective scope 𝐸 = 𝒩(𝑆) ∪ {𝑡}: the tier value is itself a token, so a line or exemption may name a tier in its scope.
The description is never part of 𝐸.
Definition 11 (Classification). The classifications are the five-element set 𝐶:
𝐶 = { COMPLIANT, REQUIRES_MODIFICATION, NON_COMPLIANT,
OUTSIDE_SCOPE, INSUFFICIENT_INFORMATION }
OUTSIDE_SCOPE is a finding of absence after a complete inspection; INSUFFICIENT_INFORMATION is a refusal to inspect. Neither is
permission.
Definition 12 (Intake defect). An action has an intake defect at review date 𝑎 when any of the following holds: a declared token
fails normalization; some dimension is unsupported in the sense of Definition 6 ; some dimension holds a record that is unresolved
(self-asserted, unverified, or contradicted in the sense of Definition 3 , with no verified record standing in its place) or stale; the
context declares an unknown; the normalized scope is empty or contains one of the markers unknown, unspecified, tbd, unclear;
or the ambiguity flag is set.
Definition 13 (Tier floor). Each line declares a floor max_tier. An action at tier 𝑡 is below the floor of line ℓ when 𝜌(𝑡) <
𝜌(max_tierℓ), with 𝜌 the rank function of Definition 1 — it retains strictly less oversight than the line requires. The field name
reads as a ceiling and behaves as a floor on retained oversight; the code, not the name, is the definition.
Definition 14 (Strictness order). On the three verdicts a fully evidenced, line-implicating intake can reach, strictness is ranked
COMPLIANT < REQUIRES_MODIFICATION < NON_COMPLIANT. The two remaining classifications carry no strictness rank: an intake
stop is upstream of policy and an out-of-scope result implicates nothing, so ranking either against these three would be arbitrary.
The implementing predicate raises rather than ranking them.
14.2 The decision rule
Proposition 2 (The intake gate precedes policy). If an action has an intake defect in the sense of Definition 12 at review
date 𝑎, then for every registry — including the empty one — the result is INSUFFICIENT_INFORMATION, the implicated-line tuple
is empty, and the reason codes include intake_blocked. No line is consulted, so no registry content can change the outcome. An
action is a proposed action in the sense of Definition 10 ; the intake gate inspects its context and evidence, not its description.
Proposition 3 (The intake gate is conjunctive over all nine dimensions). Take a baseline action the live registry classifies
COMPLIANT with a fresh VERIFIED record for each of the nine dimensions. Degrading exactly one record — removing it, or setting
its status to self-asserted, unverified, or contradicted, or dating it outside the freshness window — withdraws that result. Across
the nine dimensions and the five degradations, all forty-five executed evaluations return INSUFFICIENT_INFORMATION , and each
of the forty-five names exactly the degraded dimension and no other as blocking. No dimension is decorative, and the stop signal
identifies the field it stopped on.
Proposition 4 (One verdict, most severe first). Given a defect-free intake, the evaluator reduces over the lines that cover the
effective scope and returns exactly one classification, determined in this order: if any covering line has no satisfied exemption in the
sense of Definition 8, NON_COMPLIANT; else if any satisfied exemption sits below its line’s tier floor of Definition 13 or coincides with
two or more coverage hits on the same line, REQUIRES_MODIFICATION; else if any line was covered, COMPLIANT; else OUTSIDE_SCOPE.
The four cases are exhaustive and mutually exclusive, and a less severe outcome never displaces a more severe one. A line is a red
line in the sense of Definition 9 ; its coverage scope, tier floor, and typed exemptions are the fields this rule reads.
Proposition 5 (All five classifications are reachable). Each of the five classifications of Definition 11 is returned by at least
one action against the live registry at a fixed review date. Reachability is a property of the control flow, not evidence that any
real engagement was classified correctly; the same harness reports partial coverage honestly when run against an empty registry,
where the three implication-dependent outcomes become unreachable.
Proposition 6 (No exemption narrows a line without verified evidence). An exemption narrows its line only when it both
matches the effective scope and is satisfied by the context. On the live registry every one of the sixteen typed exemptions requires
at least two evidence kinds, so no matching declaration alone can clear a line. The detector that would report a zero-evidence
exemption returns nothing on the live registry and fires on a planted one, which is what makes the empty result informative rather
than merely absent.
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Proposition 7 (ALL-mode triggers cannot be reached by one token). For an any-mode exemption every single trigger
token matches; for an all-mode exemption with more than one trigger token, no single token matches and only the full trigger
set does. The live registry carries thirteen any-mode and three all-mode exemptions, and every all-mode exemption has exactly
two trigger tokens. Run through the real evaluator against an anchor from the exemption’s own line, each all-mode exemption’s
line is NON_COMPLIANT when one trigger token is declared and COMPLIANT when both are — fifty-eight executed evaluations, every
row behaving as its mode requires.
Proposition 8 (Reducing oversight never softens a verdict). Fix a declared scope and a fully evidenced context, and
vary only the tier along hosted → connected → air_gapped. Strictness in the sense of Definition 14 never decreases. Every
scope keyword of every current line at all three tiers is one hundred and eight executed evaluations with zero inversions. An
unexempted covering line is NON_COMPLIANT at every tier; a satisfied exemption below its floor is REQUIRES_MODIFICATION rather
than COMPLIANT.
Proposition 9 (Normalization is closed, and failure stops at two layers). 𝒩 is idempotent: 𝒩(𝒩(𝑆)) = 𝒩(𝑆) for every
scope it accepts. A token that is not ASCII after NFKC normalization is rejected rather than canonicalized, and the rejection is
enforced twice. The action constructor raises, so an ordinary caller cannot build the action at all. Should such a token be written
into the frozen record past the constructor, the evaluator normalizes defensively a second time and returns INSUFFICIENT_INFORM
ATION with an invalid_scope reason code and an empty normalized scope. A homoglyph or full-width spelling therefore cannot
enter the vocabulary as a new token, and cannot pass as an unmatched one either.
Proposition 10 (Reason codes are a stable, duplicate-free audit surface). Every assessment carries reason codes drawn
from a closed vocabulary, appended in evaluation order and never repeated; the assessment record rejects a duplicated code at
construction. Human-readable reasons can be reworded without changing the codes, which is what lets a downstream consumer
regression-test the route to a verdict rather than the terminal alone.
14.3 The report envelope
A classification word is the last step of a review, not the whole of it. COMPLIANT is a projection of a derivation that also holds the
reasons trail, the matched exemption if any, the evidence sweep, and the authorization arm — and a word that travels without its
derivation is exactly the safe-looking projection this instrument must not let harden into the state. The envelope is the transport
contract that keeps the two attached: the word travels only alongside a digest pointer to the complete native finding, and the
instrument’s non-claims travel inside the same record.
Definition 15 (Report envelope). The report envelope is the frozen record 𝑣 = ( schema_version, line_id, subject_id, review_date, registry_version, registry_digest, native_status, report_ref, source_snapshot_refs, scope_and_nonclaims)
with exactly those ten fields, in order, exported under the schema string line.report-envelope/1.0. native_status is this line’s
own classification word from Definition 11 ; it is one instrument’s word in that instrument’s vocabulary, never to be compared,
ranked, averaged, or merged across lines. report_ref is the SHA-256 of the canonical native finding ( red-line.report/1.0 ),
which serializes the complete derivation — including the authorization arm as an explicit null when it is absent, so an unreviewed
arm is distinguishable from an empty one. Sibling instruments export the same shape by publishing the same schema string, never
by importing one another.
Proposition 11 (The envelope points, never reinterprets). For every finding 𝑓 the evaluator returns, finding_envelop
e(f) produces the Definition 15 and satisfies envelope_matches_finding(envelope, f) : the digest pointer, the review date,
the registry digest, and the classification word all agree with the finding they were exported from, and editing any checked field
afterwards makes the check return false. The envelope adds nothing the finding does not determine except the caller-supplied
subject and snapshot references, which are stored, not verified. A matching envelope attests that an archived pair is unedited; it
does not certify the finding true, the action safe, or the review well aimed.
14.4 What binds each proposition
Every row names a test in tests/integration/test_formalism_bindings.py that re-derives the proposition’s content from
the code and then asserts the manuscript states it. Corrupting the sentence reddens the row; corrupting the code reddens the
derivation inside it.
Proposition Claim in one line Verifying test
Proposition 1 staleness uses strict comparison; the
window edge is exclusive
test_staleness_exclusive_boundary_
is_derived_from_the_code
Proposition 2 a defect stops the evaluation before any
line is read
test_intake_precedence_holds_again
st_every_registry
Proposition 3 all nine dimensions are load-bearing and
the stop is localized
test_evidence_conjunction_matches_
the_executed_sweep
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Proposition Claim in one line Verifying test
Proposition 4 one verdict, resolved most-severe-first test_outcome_precedence_is_exhaust
ive_and_ordered
Proposition 5 all five classifications are reached test_outcome_reachability_matches_
the_executed_battery
Proposition 6 a matching trigger alone never narrows a
line
test_exemption_evidence_floor_is_d
erived_from_the_registry
Proposition 7 ALL-mode needs every trigger token test_trigger_mode_counts_match_the
_executed_probe
Proposition 8 dropping oversight never softens a verdict test_tier_monotonicity_numbers_mat
ch_the_executed_sweep
Proposition 9 normalization is idempotent and fails
closed
test_normalization_closure_is_exec
uted_not_asserted
Proposition 10 codes are closed, ordered, and
duplicate-free
test_reason_code_vocabulary_is_clo
sed_and_duplicate_free
Proposition 11 the envelope agrees with its finding, and
any edit is visible
test_envelope_pointer_agreement_is
_executed_not_asserted
The two propositions that are hardest to see from the code alone have their own plates. fig. 14 renders the forty-five perturbations
behind Proposition 3 , and fig. 15 renders the fifty-eight probes behind Proposition 7 .
14.5 What the formalism does not establish
A proposition here says what the program returns for declared inputs. It does not say that the declaration is honest, that the
verified record is true, that the nine dimensions exhaust what matters, or that the registry names the right boundaries. Proposition
8 is a consistency property of a decision procedure, not a claim that a hosted deployment is safe. Proposition 3 shows that the
gate is strict, which is a different thing from showing that strictness is well aimed: an action can satisfy all nine dimensions with
plausible false records and reach COMPLIANT, and the formalism has nothing to say about that case. Those limits are developed in
sec. 17.
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Figure 14: Degrade one intake dimension and the compliant result is withdrawn. Single-dimension perturbation sweep computed
by red_line.analysis.evidence_sensitivity.run_evidence_sensitivity : a compliant baseline is re-run through the real
evaluate_action with exactly one of its nine verified records removed, downgraded, or aged past the freshness window. Every
cell reports the classification actually returned and the reason codes it raised, and the trailing column confirms the gate named
only the degraded dimension. Conjunctive behaviour is a property of the local gate — not evidence that a verified record is true,
that these are the right nine dimensions, or that any real intake was reviewed.
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Figure 15: One convenient word cannot reach an ALL-mode exemption. Trigger-semantics probe computed by red_line.ana
lysis.trigger_semantics.run_trigger_semantics : every typed exemption is run through the real evaluate_action twice,
once declaring a single trigger token beside an anchor from its own line’s coverage scope and once declaring the whole trigger set.
ANY-mode rows match on every single token; ALL-mode rows match on none and clear their line only when every trigger token
is present. A matched trigger is a declaration and never proof — the typed evidence must still be verified, and the plate reports
match semantics rather than whether a declaration describes the work honestly.
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15 The red-line registry
This is the beacon: the author’s personal security boundary and explicit No document at version 0.3.0. The registry is first-person,
dated, revisable, and non-exhaustive. It is not a universal ethics code and not a claim made by any AI system that assisted with
its preparation.
The current registry contains seven lines, including two CANARY-grade lines (formalized as Definition 9 and Definition 8 ). The
canonical registry digest is:
72835fd81d1f7ecf70f47b1e0061cd56c385273dd846879ab639225913f5aad7
Each line has a human-readable standard, rationale, coverage dimensions, narrowing clauses, structured exemptions, required
evidence, a tier floor, severity, author, and date. The narrative clauses explain the boundary to a reader; the typed exemptions
are the only executable narrowing conditions. Adding a token such as vetted or consented cannot establish vetting or consent.
The authoritative machine-readable source is src/red_line/registry/lines.py. The canary includes exemption semantics in its
canonical payload, so changing an exemption or its evidence requirement is a detectable registry change and must be accompanied
by a successor rationale.
Because the registry is enumerable data, its narrowing structure can be stated as derived numbers rather than described qualitatively.
The analysis module red_line.analysis.registry_metrics computes the full exemption × evidence-kind coverage matrix from
the live registry: the seven lines carry 16 typed exemptions that together declare 37 evidence requirements across the nine intake
dimensions. Affected parties is the most-demanded dimension (six exemptions require it), followed by purpose, legal basis, and
capability scope (five each); end use and deployment are the least demanded (two each). Thirteen exemptions match their trigger
scope with ANY semantics and three require ALL trigger tokens to be declared. fig. 16 renders that matrix directly from the analysis
code; every filled cell is a precondition for narrowing, not proof that the required evidence is true. The fuller structural profile —
severity and tier-floor distributions, scope overlap points, and per-line composition — is derived in sec. 16.
15.1 s1-human-control-force — Human control over force and harm-capable systems
[CANAR Y]
Standard: I will not build, tune, or knowingly supply a component to a system that selects and engages targets for force without
appropriate human control over each engagement.
Rationale: Turner Standard 1: force-application without an identifiable, accountable human decision-maker removes the moral
circuit-breaker. Applies whether I provide targeting directly or as a component.
Coverage dimensions: targeting, weapons, lethality, force, kinetic, autonomous_weapon
Does not restrict: defensive-only alerting with a human in the loop
Does not restrict: logistics, translation, maintenance, or research and development
Does not restrict: intelligence analysis reviewed by an accountable human
Typed exemptions and required evidence:
• defensive-alerting-human-control: Defensive-only alerting with an accountable human decision-maker; human_control,
end_use.
• adjacent-force-support: Logistics, translation, maintenance, research, or intelligence analysis; purpose, human_control.
Max tier: hosted
Severity: CANARY
Stated by: Daniel Ari Friedman
Stated on: 2026-07-15
15.2 s2-untargeted-profiling — No untargeted profiling or mass surveillance
[CANAR Y]
Standard: I will not build tooling whose purpose is to convert bulk data into individualized intelligence on persons not already
identified as subjects of a specific, lawful, individualized process.
Rationale: Turner Standard 2: bulk-to-individual inference on unnamed persons is the engine of mass surveillance. Demographic-,
origin-, or belief-based initiation is prohibited outright.
Coverage dimensions: surveillance, profiling, bulk_data, biometric_id, dragnet, tracking
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Figure 16: Every narrowing of a line names the evidence that must be verified first. Registry-derived exemption evidence-
requirement matrix computed by red_line.analysis.registry_metrics.exemption_evidence_matrix: each row is one typed
exemption grouped under its red line, each column one of the nine intake dimensions, and a filled cell means the exemption can
narrow its line only when a VERIFIED record of that kind is present. The bottom row counts how many exemptions demand each
dimension. The matrix describes the structural shape of the author’s boundaries, not their moral weight; a satisfied requirement
is a locally recorded condition, not independent truth or a safety score.
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Does not restrict: aggregate research producing no individualized output
Does not restrict: analysis of an already-identified, lawfully specified subject
Does not restrict: consented, opt-in personal analytics
Typed exemptions and required evidence:
• aggregate-research : Aggregate research producing no individualized output; purpose, affected_parties ,
data_provenance.
• identified-lawful-subject : Analysis of an already-identified, lawfully specified subject; affected_parties ,
legal_basis.
• opt-in-personal-analytics : Consent-based opt-in personal analytics; affected_parties , data_provenance,
legal_basis.
Max tier: connected
Severity: CANARY
Stated by: Daniel Ari Friedman
Stated on: 2026-07-15
15.3 dual-use-ablation — Scoped release of dual-use models
Standard: I will not release a proprietary or handed-off model beyond my recall (air-gapped) while it retains dangerous dual-use
capability that has not been ablated below a repurposing-cost threshold.
Rationale: Turner Tier 3: for work released beyond monitoring, the cost of repurposing a scoped model should exceed the value
of doing so.
Coverage dimensions: model_release, weights, handoff
Does not restrict: release of task-specific models with capability removed
Does not restrict: open publication of methods, papers, or benchmarks
Does not restrict: hosted or connected tiers under retained oversight
Typed exemptions and required evidence:
• ablated-task-specific: Task-specific release with dangerous capability removed;
required evidence: capability_scope, deployment.
• methods-not-weights: Open methods, papers, or benchmark publication without dangerous weights;
required evidence: capability_scope, downstream_transfer.
• retained-oversight: Hosted or connected work under retained oversight;
required evidence: deployment, human_control.
Max tier: air-gapped
Severity: STRONG
Stated by: Daniel Ari Friedman
Stated on: 2026-07-15
15.4 cogsec-integrity — Cognitive security strengthens, never degrades, the epistemic commons
Standard: I will not build cognitive-security tooling whose function is to manufacture deception, run covert influence operations,
or degrade a population’s shared ability to reason.
Rationale: My cognitive-security work is defensive by definition: it strengthens information ecosystems. Weaponized persuasion
inverts that mission.
Coverage dimensions: influence_ops, disinformation, manipulation, propaganda, deception, cogsec
Does not restrict: detection, red-teaming, or defensive analysis of influence operations
Does not restrict: education, media-literacy, or transparency tooling
Typed exemptions and required evidence:
• defensive-cognitive-security: Detection, red-teaming, or defensive analysis; purpose, end_use, human_control.
• epistemic-education: Education, media literacy, or transparency tooling; purpose, affected_parties.
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Max tier: connected
Severity: ABSOLUTE
Stated by: Daniel Ari Friedman
Stated on: 2026-07-15
15.5 provenance-and-consent — Provenance and consent for data and identity
Standard: I will not train, evaluate, or ship on data acquired without a lawful basis and, where persons are involved, without
consent or a legitimate public-interest basis.
Rationale: Turner’s ‘acquisition’ clause: any process by which person data enters my systems is covered regardless of how a
source labels it.
Coverage dimensions: data_acquisition, scraping, pii, consent, provenance
Does not restrict: public-domain, openly-licensed, or synthetic data
Does not restrict: my own or explicitly-consented personal data
Typed exemptions and required evidence:
• public-open-synthetic-data: Public-domain, openly licensed, or synthetic data; data_provenance, legal_basis.
• own-consented-data: Author-owned or explicitly consented personal data; data_provenance, legal_basis, affected_pa
rties.
Max tier: hosted
Severity: STRONG
Stated by: Daniel Ari Friedman
Stated on: 2026-07-15
15.6 open-science-good-faith — Open-science claims are honest and reproducible
Standard: I will not publish a result, metric, or capability claim I have not verified against a reproducible artifact, nor let
proprietary interest launder an unverified claim into the public record.
Rationale: My public research graph is a beacon only if its claims bind to code that runs. Overclaiming corrodes the commons I
am trying to build.
Coverage dimensions: publication, benchmark_claim, metric, reproducibility, provenance
Does not restrict: clearly-labeled preliminary, hypothesis, or negative results
Does not restrict: withholding proprietary detail while stating what is withheld
Typed exemptions and required evidence:
• clearly-labeled-preliminary: Clearly labeled preliminary, hypothesis, or negative result;
required evidence: purpose, capability_scope.
• stated-withholding: Withheld proprietary detail explicitly identified;
required evidence: capability_scope, downstream_transfer.
Max tier: air-gapped
Severity: STRONG
Stated by: Daniel Ari Friedman
Stated on: 2026-07-15
15.7 downstream-transfer — No knowing transfer to a violating end use
Standard: I will not sell, license, or hand off work where I know or have substantial reason to believe it will be re-transferred to
an end use that violates any of these red lines.
Rationale: Turner’s downstream-transfer and ‘knows or has substantial reason to believe’ clauses: flow-down of the substantive
boundary, not just the box.
Coverage dimensions: resale, sublicense, integration, downstream, handoff
Does not restrict: transfer to a vetted end user with a flow-down commitment
Does not restrict: fully open-source release under a license that itself binds no end use
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Typed exemptions and required evidence:
• vetted-flow-down: Transfer to a vetted end user with a flow-down commitment;
required evidence: downstream_transfer, legal_basis, affected_parties.
• open-source-no-end-use-binding: Open-source release whose license does not bind end use;
required evidence: downstream_transfer, capability_scope.
Max tier: connected
Severity: STRONG
Stated by: Daniel Ari Friedman
Stated on: 2026-07-15
The executable records, rather than this prose alone, determine whether an exemption is satisfied. A complete intake can still be
NON_COMPLIANT, and a complete action with no matching line is OUTSIDE_SCOPE, not a safety finding.
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16 Registry composition as derived data
The registry chapter above states what each line refuses; this section states what the registry is, structurally, using only numbers
computed from the live registry object. Prose descriptions of a versioned artifact drift; a count computed at read time from src/
red_line/registry/lines.py cannot. The analysis subpackage red_line.analysis.registry_metrics exists for exactly this
purpose: every function in it is a pure, zero-I/O summarizer over the same in-memory RedLine tuple the evaluator consumes, with
deterministic sorted output and fail-closed input validation. None of its outputs is a safety score. A count describes the shape
of a boundary — how many tokens it covers, how many conditions narrow it, what evidence those conditions demand — not the
strength, correctness, or moral standing of the person committing to it.
16.1 Severity and tier floors
The seven lines divide by severity into two CANARY lines, one ABSOLUTE line, and four STRONG lines ( severity_distribution ).
Their deployment-tier floors divide into two lines whose floor is hosted, three at connected, and two at air_gapped (tier_flo
or_distribution). The two gradings are deliberately orthogonal: severity records how much process a change to the line itself
requires, while the tier floor records the most permissive deployment tier at which the line’s exemptions can operate at all. The
registry exhibits that orthogonality directly — the two CANARY lines sit at different tier floors ( hosted and connected), and the
two air_gapped floors belong to STRONG lines, not to the most change-protected ones.
16.2 Scope vocabulary and overlap points
The seven lines declare 36 scope-token slots over 34 distinct canonical tokens ( scope_token_frequency ). Exactly two tokens
are shared between lines, each by two lines: handoff (declared by both dual-use-ablation and downstream-transfer ) and
provenance (declared by both provenance-and-consent and open-science-good-faith). These are the registry’s only structural
overlap points: an action whose declared scope includes one of them implicates two boundaries in a single evaluation, and the
severity-monotone reduction described in sec. 13 then resolves the pair to the single most severe applicable classification. The
near-total disjointness of the remaining 32 tokens is a design consequence of the standalone lines, not an accident — each line
names its own coverage rather than inheriting a shared taxonomy.
fig. 17 draws that vocabulary in full — every token against every line — so the overlap is visible as a property of the whole grid
rather than as two names in a sentence. The figure also reads out what the evaluator actually returns for each shared token,
which is the part that matters operationally: handoff is declared by dual-use-ablation, whose retained-oversight exemption
is satisfied by the sweep’s fully evidenced hosted intake, and by downstream-transfer , whose exemptions are not — and the
returned verdict is NON_COMPLIANT. One line’s verified exemption does not clear a token the other line also claims.
The exemption named there is the one the evaluator reports applying, not the one a reader might expect from the line’s carve-out
prose: a scope of exactly handoff triggers no methods-publication exemption, because that exemption’s trigger tokens are methods,
paper, and benchmark. The distinction is the whole point of typed triggers, so the id in the sentence above is re-derived from the
assessment’s own reason strings by tests/integration/test_manuscript_composition_binding.py rather than read off the
carve-out list.
16.3 Per-line structure
The table below is computed by red_line.analysis.registry_metrics.line_summaries from the live registry. Scope is the
count of canonical coverage tokens; carve-outs are narrative clauses; exemptions are the typed, executable narrowing conditions,
split by trigger match mode.
Line Severity Tier floor Scope Carve-outs Exemptions ANY / ALL
cogsec-integr
ity
absolute connected 6 2 2 2 / 0
downstream-tr
ansfer
strong connected 5 2 2 1 / 1
dual-use-abla
tion
strong air_gapped 3 3 3 3 / 0
open-science-
good-faith
strong air_gapped 5 2 2 2 / 0
provenance-an
d-consent
strong hosted 5 2 2 2 / 0
s1-human-cont
rol-force
canary hosted 6 3 2 1 / 1
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Line Severity Tier floor Scope Carve-outs Exemptions ANY / ALL
s2-untargeted
-profiling
canary connected 6 3 3 2 / 1
The ranges are narrow by construction: scope sizes run from three to six tokens, every line carries two or three narrative carve-outs,
and every line carries two or three typed exemptions. No line is an outlier that concentrates most of the registry’s narrowing surface,
and no line is a bare prohibition with no stated exemption path. The three ALL-mode exemptions sit on s1-human-control-for
ce, s2-untargeted-profiling, and downstream-transfer — one each — where the exemption’s trigger matches only when all
of its tokens are declared rather than any single one.
16.4 Evidence depth and the free-pass check
The 16 typed exemptions distribute their 37 evidence requirements narrowly: eleven exemptions require exactly two evidence kinds
and five require exactly three ( exemption_evidence_matrix; the minimum across all rows is two, the maximum three). Trigger
scopes are similarly small — nine exemptions trigger on two tokens, six on three, and one on six.
Trigger scope and evidence are separate gates, and the difference is worth seeing rather than reading: Proposition 7 and fig. 15
probe every exemption with one trigger token and then with all of them, and the three ALL-mode rows stay blocked until every
token is declared.
The floor of two is the registry’s most important structural property, so it is checked rather than assumed. unevidenced_exempt
ions returns every matrix row whose exemption requires no evidence kind at all — an exemption that any matching declaration
would satisfy, which is to say a free pass through its line. On the current registry the function returns an empty tuple. That
empty result is meaningful only because the detector is proven able to fire: the test suite constructs a planted registry containing
a deliberate zero-evidence exemption and asserts both that unevidenced_exemptions reports it and that the registry invariant
suite fails on the same input. Absence of a finding from a detector that has demonstrated detection is evidence about the current
registry version; absence of a finding alone would be no evidence at all.
fig. 18 puts the two preceding sections on one plate: the per-line table as four bars on a shared scale, the severity and tier-floor
splits as a footer strip, and the free-pass count as a band that is drawn whether or not it is zero. Rendering the zero matters. A
panel that appeared only when a free pass existed would make today’s clean registry indistinguishable from a figure set that had
quietly stopped checking; a band reading EXEMPTIONS REQUIRING NO EVIDENCE AT ALL: 0 is a result. The regression test for
this figure injects one synthetic evidence-free exemption into a copy of the registry and asserts the band changes, so the zero is
falsifiable in the plate as well as in the analysis module.
These numbers travel with the version. All of them describe the registry state pinned by the canonical digest in sec. 15; a future
amendment that adds a line, widens a scope, or relaxes an evidence requirement changes the derived numbers, the canary payload,
and this section’s claims together. That coupling is intentional: composition claims that are recomputed from source cannot
silently outlive the registry state they describe.
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Figure 17: Where two boundaries share a word. Presence grid computed by red_line.analysis.registry_metrics.scope_toke
n_membership: every one of the 34 distinct canonical scope tokens against each of the seven lines, with a filled mark where the line
declares the token and a count column repeating each row in text. Two tokens — handoff and provenance — are declared by two
lines; the other 32 belong to one line each. The footer prints the verdict the real evaluator returned for each shared token during the
tier-monotonicity sweep, so the consequence is executed rather than asserted. Implementation fact: this is the registry’s declared
vocabulary. Interpretation, stated as a limit: matching remains lexical over a declared scope and is not a semantic classifier, so
the grid shows which words can implicate two boundaries, never whether an action truly does.
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Figure 18: The shape of the boundary, line by line. Per-line structural profile computed by red_line.analysis.registry_metr
ics.line_summaries, severity_distribution, tier_floor_distribution, and unevidenced_exemptions. Each row is one of
the seven lines in id order with its severity grade and oversight floor as text-labelled chips, and four counts on one shared bar scale:
declared scope tokens, narrative carve-outs, typed exemptions, and distinct evidence kinds used. Every bar carries its number, so
the plate reads without colour. The bottom band renders the count of typed exemptions requiring no evidence at all, currently
zero. Implementation fact: these are counts over registry fields. Interpretation, stated as a limit: a longer bar is a wider declared
surface, not a stronger commitment, a safer practice, or a basis for comparing this author’s boundary with anyone else’s.
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17 Limitations and negative space
17.1 What this document does not decide
Red Line is deliberately narrow. It does not decide:
• Legal adjudication: whether an act is lawful, licensed, contractually authorized, or subject to a particular jurisdiction’s
standard.
• T ruth verification: whether a cited source, artifact, witness, or evidence record is true, complete, current, or free of
strategic misrepresentation.
• Real-world safety: whether a system will behave safely, whether harm will occur, or whether a documented control will
work under operational pressure.
• Institutional authorization: whether an employer, customer, regulator, community, or affected person has granted au-
thority to proceed.
• Independent external witnessing: whether anyone outside the author’s write boundary has received, checked, or attested
to the registry or finding.
The instrument can require escalation when these questions cannot be established, but it cannot answer them by itself.
Auditability , not enforcement. The package records a local result. It does not stop execution, remove access, adjudicate
legality, or create an independent review body. A named authorization is visible but never releases a block.
Evidence is not truth. VERIFIED means a reviewable artifact or source was identified. The package does not establish that
the artifact is accurate, complete, current, lawfully obtained, or free of strategic misrepresentation. Contradicted or unsupported
context blocks the result, but a plausible false record can still pass the local status gate.
Lexical, not semantic. Explicit scope aliases are safer than heuristic stemming, but the evaluator still matches declared tokens.
A complete-looking action can be mislabeled. Description mismatch hints expose one symptom; they do not solve semantic
interpretation.
F alse positives and false negatives. The fail-closed intake is intentionally biased toward stopping when required information
is absent or unresolved. That can produce a false positive for caution: a legitimate exemption may wait until its evidence is
assembled. The lexical boundary also permits a more serious residual false negative: a dangerous action can be described with a
benign token set or a complete-looking but misleading evidence packet. The instrument reduces these risks through explicit scope,
negative tests, source provenance, and independent review; it cannot remove them without semantic and institutional authority it
does not have.
17.2 Adversarial declarations
Because every input is self-declared, the instrument can be gamed by construction, and the honest response is to demonstrate the
attacks rather than deny them. Each of the following was executed against the real evaluator.
Scope-token laundering. A targeting-component action declares only logistics, translation, and maintenance — per-
missible support tokens that match the adjacent-force-support exemption on s1-human-control-force — while omitting
targeting, weapons, or autonomous_weapon. The evaluator matches declared tokens against scope and exemption triggers; the
action’s narrowed scope implicates only s1-human-control-force, and the verified exemption returns COMPLIANT. The evaluator
cannot inspect whether the declared tokens honestly describe a component that selects and engages targets.
Evidence-status fabrication. An action provides VERIFIED records with plausible but fabricated references — a purpose
statement citing a non-existent contract, a human-control record pointing to a private repository that has never been reviewed.
The evidence gate requires VERIFIED status for every dimension the exemption demands; a record whose status field reads
VERIFIED satisfies the gate regardless of whether the referenced artifact exists, is accurate, or was genuinely reviewed. The
evaluator records epistemic status, not ground truth.
Refresh-date laundering. The freshness window requires evidence dated within 180 days of the review date. An action whose
evidence records were last genuinely verified 300 days ago rewrites their dates to the current review date and returns COMPLIANT.
The evaluator checks the declared date against the window; it cannot distinguish a genuine re-verification — a reviewer re-examining
the source — from an edit to a date string.
Declared-unknown gamesmanship. An action declares every sensitive dimension as not_applicable and supplies a single
VERIFIED record backing that designation, aiming to minimize the evidence surface while staying within the gate. The evaluator
still demands VERIFIED evidence for each dimension, and not_applicable is a permitted value only when a verified record
supports it — but the evaluator cannot assess whether the dimension is genuinely inapplicable or merely declared so to shrink the
review burden. An action whose sole remaining required dimension carries a fabricated record passes on the strength of a single
false positive.
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These are instances of a well-documented dynamic, not defects unique to this design. A refusal instrument that certified safety would
make these failure modes catastrophic, because a gamed COMPLIANT would launder a dangerous action into apparent permission.
Red Line’s design response is to refuse the certifying role entirely: a classification reports what the declarer provided and the
evaluator computed, so a gamed COMPLIANT overstates nothing but the presence of declared evidence. The attacks also stay
inspectable rather than hidden — the declared scope, the evidence status records, and the declared dates are the very record a
reviewer reads, so a reviewer who asks “do these tokens describe this work?”, “was this evidence genuinely reviewed?”, or “what
changed at this refresh?” is asking questions the declaration itself exposes. The instrument narrows what gaming can counterfeit;
it cannot remove the need for the human judgment those questions require, and it never converts any classification into a safety
certification, an accreditation, or a permission.
Registry scope is non-exhaustive. OUTSIDE_SCOPE is not “safe” and COMPLIANT is not “universally acceptable. ” Both are
bounded by seven personal lines, their current vocabulary, and the quality of the intake.
Personal authority remains personal. The lines are the author’s refusals, not a claim that other people must share them. The
global and historical reading base widens the questions and exposes blind spots; it does not turn the author into a representative
of the traditions cited.
Scholarship is curated, not representative. The reading base is not a systematic review or a substitute for affected-party
testimony, local expertise, or jurisdiction-specific legal analysis. Its purpose is to widen the questions asked of a personal instrument
and to make transfer limits visible.
A formal statement is not a stronger claim. The definitions and propositions in sec. 14 say what the program returns for
declared inputs. Writing that down precisely, and binding each proposition to a test, removes one failure mode — prose drifting
away from the procedure — and adds no authority. A proposition can be true of the code and useless in the world at the same
time, which is the case Proposition 3 describes, and the same is true of Proposition 8 and Proposition 4 : the gate is strict, and
strictness is not accuracy.
Structural analytics describe shape, not strength. The derived numbers in sec. 16 and the exercised outcome coverage in
sec. 13 are registry introspection, not measurement of the world. An exemption that demands three evidence kinds is not thereby
“stronger” than one that demands two, and the demand profile across intake dimensions is not a risk model; comparing such counts
across authors as if they scored rigor would recreate exactly the safety-score misuse this document disclaims. The free-pass detector
reports on structurally degenerate exemptions only — a substantively wrong boundary with well-formed structure passes every
metric. Its empty result is bounded to the current registry state, and the outcome-coverage report is a control-flow reachability pin
built on fixture evidence: a complete report shows the evaluator can produce all five classifications, not that any real engagement
was classified correctly.
Canary dependence. A same-author repository fixture is a regression anchor, not an external witness. The hash detects drift
only when a prior copy is held outside the writer’s control and checked by someone else. The canary is a tamper-evidence pattern,
not legal protection or prevention.
Publication pipeline. Deterministic figures, output validation, and rendered inspection reduce source-to-artifact risk, but they
do not prove that a polished figure is rhetorically fair. PDF and HTML review remain required.
Release state. This work is released as a standalone repository at https://github.com/docxology/red_line . It has no external
canary witness, no minted DOI, no independent review body, and no execution admission control. A public release should not
claim those things until the release evidence bundle in docs/claim-register.md exists and an independent reader has checked
the source, outputs, and prior statement.
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18 Conclusion
Red Line is deliberately a refusal instrument. It makes seven personal No’s legible before a request becomes a project, then
requires an evidence-bearing context before a proposed near-boundary action can receive a policy result. That strictness changes
the meaning of the tool’s green states: COMPLIANT means that this documented intake satisfied this registry, while OUTSIDE_SCOPE
means only that no current line applied. Neither is a general safety certificate.
The four propositions stated in the introduction hold.
In use, the sequence is equally simple: read the beacon; declare the action, scope, and tier; assemble the nine evidence dimen-
sions; run the local result; retain the finding; and maintain a prior canary outside the author’s write boundary. The order is a
safeguard against sunk-cost reasoning, scope laundering, and self-certification. It is not a substitute for legal review, affected-party
participation, technical safety work, or institutional authority.
What the instrument actually does is now written down twice, in prose and in sec. 14, with a test standing behind every proposition.
That duplication is the point. A document about a decision procedure is worth reading only if a reader can find out where it has
stopped being true, and the second statement is where they can.
The mechanism source is sec. 3; the personal adaptation stands on its own. Its registry, evidence model, typed exemptions, review
findings, non-bypassable authorizations, canary, scholarship ledger, figures, and tests are this project’s claims. The reading base
does not dissolve the first-person nature of the commitments; it makes the author more accountable for the blind spots around
them, and the export-control and refusal literatures locate what the instrument is not — neither a control regime with force nor
a refusal with standing. The claim register names the evidence and stopping point for each kind of assertion.
The companion works keep the line set non-redundant. Black Line asks how strong work is done; Golden Line asks what is worth
reaching toward; White Line asks what is absent, unknowable, withheld, or ethically left unsaid. Red Line comes first because a
positive method or aspiration is not a substitute for a clear boundary. The artifact is ready for continued private use and revision;
it is not yet externally attested publication.
The work is built for the author’s public research index ( docxology/docxology) — machine-readable, cross-linked, and verification-
logged — with an eventual public home at the docxology/red_line repository. That is the boundary kept in plain sight: the
refusal is designed to be read before a request becomes a project.
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Simone Browne. Dark Matters: On the Surveillance of Blackness . Duke University Press, 2015. doi: 10.1215/9780822375302.
URL https://read.dukeupress.edu/books/book/147/Dark-MattersOn-the-Surveillance-of-Blackness . Accessed 2026-07-17.
Miles Brundage, Shahar A vin, Jack Clark, Helen Toner, Peter Eckersley, Ben Garfinkel, Allan Dafoe, Paul Scharre, Thomas Zeitzoff,
Bobby Filar, Hyrum Anderson, Heather Roff, Gregory C. Allen, Jacob Steinhardt, Carrick Flynn, Seán Ó hÉigeartaigh, S. J.
Beard, Haydn Belfield, Clare Lyle, Rebecca Crootof, Owain Evans, Michael Page, Joanna Bryson, Roman Yampolskiy, and Dario
Amodei. The malicious use of artificial intelligence: Forecasting, prevention, and mitigation. arXiv preprint arXiv:1802.07228,
2018. URL https://arxiv.org/abs/1802.07228 . Accessed 2026-07-17. Research report/preprint; not a forecast of this project’s
threat likelihood.
Sasha Costanza-Chock. Design Justice: Community-Led Practices to Build the Worlds We Need . The MIT Press, 2020. ISBN
9780262043458. URL https://mitpress.mit.edu/9780262043458/design-justice . Accessed 2026-07-18. Used for community-led
design, power, and participation; not a safety certification or consent shortcut.
Nick Couldry and Ulises A. Mejias. The Costs of Connection: How Data Is Colonizing Human Life and Appropriating It for
Capitalism. Stanford University Press, 2019. doi: 10.1515/9781503609754. URL https://www.sup.org/books/sociology/costs-
connection. Accessed 2026-07-17.
Penny Crofts and Honni van Rijswijk. Negotiating ‘evil’: Google, project maven and the corporate form. Law, Technology and
Humans, 2(1):75–90, 2020. doi: 10.5204/lthj.v2i1.1313. URL https://doi.org/10.5204/lthj.v2i1.1313. Accessed 2026-07-28. Used
as the documented case of collective worker refusal of military AI work and its corporate absorption; not evidence about the
outcome of any individual refusal.
Ottobah Cugoano. Thoughts and Sentiments on the Evil and Wicked Traﬀic of the Slavery and Commerce of the Human Species .
London, 1787. URL https://quod.lib.umich.edu/e/eccodemo/K046227.0001.001/1%3A3?rgn=div1&view=fulltext . Primary
text; accessed 2026-07-17. Used as a situated Black Atlantic source on liberty, consent, responsibility, and moral self-deception.
Adam Dahl. Ottobah cugoano. Stanford Encyclopedia of Philosophy, 2025. URL https://plato.stanford.edu/entries/cugoano/ .
Scholarly overview accessed 2026-07-17; used to situate interpretive debates rather than to certify a universal African philosophy.
Linda T. Darling. Social cohesion (asabiyya) and justice in the late medieval middle east. Comparative Studies in Society and
History, 49(2):329–357, 2007. doi: 10.1017/S0010417507000515. URL https://www.cambridge.org/core/journals/comparative-
studies-in-society-and-history/article/abs/social-cohesion-asabiyya-and-justice-in-the-late-medieval-middle-east/3117D292647
ECD6472E9C77AA294D2A2.
Catherine D’Ignazio and Lauren F. Klein. Data Feminism. The MIT Press, 2020. ISBN 9780262044004. URL https://mitpress.m
it.edu/9780262044004/data-feminism/. Accessed 2026-07-18. Used for power-aware classification, invisible labor, and the limits
of data speaking for themselves; not an exhaustive ethics standard.
Virginia Eubanks. Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor . St. Martin’s Press, 2018.
ISBN 9781250074317. URL https://us.macmillan.com/books/9781250074317/automatinginequality. Accessed 2026-07-17.
Miranda Fricker. Epistemic Injustice: Power and the Ethics of Knowing . Oxford University Press, 2007. ISBN 9780198237907.
URL https://academic.oup.com/book/32817. Accessed 2026-07-17.
Mary L. Gray and Siddharth Suri. Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass . Houghton
Mifflin Harcourt, 2019. ISBN 9781328566249. URL https://marylgray.org/bio/on-demand/ . Accessed 2026-07-17. Used for
hidden labor and human judgment at the boundary of automated systems.
Donna Haraway. Situated knowledges: The science question in feminism and the privilege of partial perspective. Feminist Studies,
14(3):575–599, 1988. doi: 10.2307/3178066. URL https://www.jstor.org/stable/3178066. Accessed 2026-07-18. Used for situated
perspective and accountable partiality, not relativism or a substitute for evidence.
Elisa D. Harris, editor. Governance of Dual-Use Technologies: Theory and Practice . American Academy of Arts and Sciences,
Cambridge, MA, 2016. URL https://www.amacad.org/publication/governance-dual-use-technologies-theory-and-practice .
Accessed 2026-07-28. Comparative study of nuclear, biological, and cyber dual-use governance; used for the layered structure of
control regimes, not as an assessment of this project.
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Sheila Jasanoff. Technologies of humility: Citizen participation in governing science. Minerva, 41(3):223–244, 2003. doi: 10.1023/A:
1025557512320. URL https://doi.org/10.1023/A:1025557512320 . Accessed 2026-07-18. Used for framing, vulnerability,
distribution, and learning under uncertainty; not a local decision procedure.
Anna Jobin, Marcello Ienca, and Effy Vayena. The global landscape of AI ethics guidelines. Nature Machine Intelligence , 1(9):
389–399, 2019. doi: 10.1038/s42256-019-0088-2. URL https://doi.org/10.1038/s42256-019-0088-2 .
Kautilya. King, Governance, and Law in Ancient India: Kautilya’s Arthasastra . Oxford University Press, 2013. doi: 10.1093/acprof:
osobl/9780199891825.001.0001. URL https://academic.oup.com/book/8486. Annotated translation; accessed 2026-07-17.
Tahu Kukutai and John Taylor, editors. Indigenous Data Sovereignty: Toward an Agenda . Centre for Aboriginal Economic Policy
Research. ANU Press, 2016. doi: 10.22459/CAEPR38.11.2016. URL https://press.anu.edu.au/publications/series/caepr/ind
igenous-data-sovereignty . Accessed 2026-07-18. Used for collective data authority and Indigenous governance of data, not as a
universal consent shortcut or substitute for community authority.
Bartolomé de Las Casas. A Short Account of the Destruction of the Indies . Penguin Classics, 1552. ISBN 9780140445626. URL
https://www.penguin.co.uk/books/35187/a-short-account-of-the-destruction-of-the-indies-by-bartolome-de-las-casas-ed-and-
trans-by-nigel-griffin-intro-anthony-pagden/9780140445626 . Spanish primary polemic composed 1542 and published 1552;
English edition accessed 2026-07-17. Used as a situated colonial-era source, not Indigenous testimony or a universal authority.
Niccolo Machiavelli. The Prince . 1513. URL https://www.gutenberg.org/ebooks/1232. Primary text; accessed 2026-07-17.
Muhsin Mahdi. F ARABI vi. political philosophy. Encyclopaedia Iranica, 2000. URL https://www.iranicaonline.org/articles/farabi-
vi/. Accessed 2026-07-17.
MITRE. MITRE ATT&CK enterprise techniques. MITRE ATT&CK knowledge base, 2026. URL https://attack.mitre.org/techn
iques/. Accessed 2026-07-17. Threat-model vocabulary, not attribution or telemetry.
Shakir Mohamed, Marie-Therese Png, and William Isaac. Decolonial AI: Decolonial theory as sociotechnical foresight in artificial
intelligence. Philosophy and Technology , 33(4):659–684, 2020. doi: 10.1007/s13347-020-00405-8. URL https://doi.org/10.1007/
s13347-020-00405-8 .
National Research Council. Biotechnology research in an age of terrorism. Technical report, The National Academies Press,
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Known as the Fink report, after committee chair Gerald R. Fink. Accessed 2026-07-28. Used for the proposition that researcher-
level judgment is a governance layer, not for its biosecurity subject matter.
Helen Nissenbaum. Privacy as contextual integrity. Washington Law Review , 79(1):119–158, 2004. URL https://digitalcommons.l
aw.uw.edu/wlr/vol79/iss1/10/.
Safiya Umoja Noble. Algorithms of Oppression: How Search Engines Reinforce Racism . New York University Press, 2018. ISBN
9781479837243. URL https://nyupress.org/9781479837243/algorithms-of-oppression/ . Accessed 2026-07-17.
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//www.oecd.org/en/topics/ai-principles.html. Updated page accessed 2026-07-17; principles adopted 2019.
Elinor Ostrom. Governing the Commons: The Evolution of Institutions for Collective Action . Cambridge University Press, 1990.
doi: 10.1017/CBO9780511807763. URL https://www.cambridge.org/core/books/governing-the-commons/7AB7AE11BADA84
409C34815CC288CD79.
Scott Rose, Oliver Borchert, Stu Mitchell, and Sean Connelly. Zero trust architecture. Technical Report NIST SP 800-207, National
Institute of Standards and Technology, 2020. URL https://csrc.nist.gov/pubs/sp/800/207/final.
James C. Scott. Seeing Like a State: How Certain Schemes to Improve the Human Condition Have Failed . Yale University Press,
1998. URL https://yalebooks.yale.edu/book/9780300246759/seeing-like-a-state/ . Accessed 2026-07-17.
Andrew D. Selbst, Danah Boyd, Sorelle A. Friedler, Suresh Venkatasubramanian, and Janet Vertesi. Fairness and abstraction in
sociotechnical systems. In Proceedings of the Conference on Fairness, Accountability, and Transparency , pages 59–68. ACM,
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Audra Simpson. Mohawk Interruptus: Political Life Across the Borders of Settler States . Duke University Press, Durham, NC,
2014. ISBN 9780822356554. URL https://www.dukeupress.edu/mohawk-interruptus . Accessed 2026-07-28. Source of the
concept of refusal as a positive political stance rather than a deficit; read in its Kahnawà:ke and settler-colonial context and
explicitly not transferred as a template for a practitioner declining paid work.
SLSA Community. Slsa specification version 1.2. Linux Foundation community specification, 2026. URL https://slsa.dev/spec/v1
.2/. Approved specification accessed 2026-07-17; implementation context, not a project attestation.
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Linda Tuhiwai Smith. Decolonizing Methodologies: Research and Indigenous Peoples . Zed Books, 1999. URL https://www.royals
ociety.org.nz/150th-anniversary/tetakarangi/decolonizing-methodologieslinda-tuhiwai-smith-1999 . Accessed 2026-07-17.
Murugiah Souppaya, Karen Scarfone, and Donna Dodson. Secure software development framework (SSDF) version 1.1. Technical
Report NIST SP 800-218, National Institute of Standards and Technology, 2022. URL https://csrc.nist.gov/pubs/sp/800/218/
final. Implementation context; accessed 2026-07-17; not evidence of Red Line compliance.
Sunzi. The art of war. Classical Chinese military text; English translation consulted through the Chinese Text Project, 1910. URL
https://ctext.org/art-of-war/laying-plans/ens . Accessed 2026-07-17. Used as a situated source on information, deception, and
strategic judgment, not as an ethical endorsement.
Elham Tabassi. Artificial intelligence risk management framework (AI RMF 1.0). Technical Report NIST AI 100-1, National
Institute of Standards and Technology, 2023. URL https://www.nist.gov/itl/ai-risk-management-framework .
The Wassenaar Arrangement on Export Controls for Conventional Arms and Dual-Use Goods and Technologies. List of dual-use
goods and technologies and munitions list. Multilateral export-control regime; control lists as amended by the December 2025
Plenary, 2025. URL https://www.wassenaar.org/control-lists/. Accessed 2026-07-28. Used as the reference case for a capability-
keyed institutional control list, including the definitional over-breadth of the 2013 intrusion-software entry; not a legal authority
over this project and not a claim that any listed category applies to it.
Alex Turner. A red line and oversight framework for government AI contracts. The Pond, July 2026. URL https://turntrout.co
m/red-line-framework . Accessed 2026-07-17. Source framework adapted by this project from organization-to-government scale
to a single practitioner governing personal development work.
UNESCO. Recommendation on the ethics of artificial intelligence. United Nations Educational, Scientific and Cultural Organiza-
tion, 2021. URL https://www.unesco.org/en/legal-affairs/recommendation-ethics-artificial-intelligence?hub=1063 . Adopted 23
November 2021; accessed 2026-07-17.
Mary Wollstonecraft. A Vindication of the Rights of Woman . 1792. URL https://www.gutenberg.org/ebooks/3420. Primary text;
accessed 2026-07-17.
Jonathan Zong and J. Nathan Matias. Data refusal from below: A framework for understanding, evaluating, and envisioning
refusal as design. ACM Journal on Responsible Computing , 1(1):1–23, 2024. doi: 10.1145/3630107. URL https://doi.org/10
.1145/3630107 . Accessed 2026-07-28. Used for the four facets of refusal — autonomy, time, power, cost — written from the
standpoint of those who refuse; not a claim that a practitioner’s refusal is refusal from below.
51


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*Extraction method: pypdf*
