# AGENTS.md β€” Generative Research Teams: Active Inference Compositions for Research and Meta-Science **Paper**: Generative Research Teams: Active Inference Compositions for Research and Meta-Science (2023) **Area**: Active Inference **Authors**: Daniel Friedman, Jakub SmΓ©kal --- ## Agent Roles ### πŸ“– Research Agent **Focus**: Deep analysis of Generative Research Teams: Active Inference Compositions for Research and Meta-Science **Tasks**: - Analyze core argument: The Generative Research Team (GRT) is a synthesis of human, computational, and informational entities that employs Active Inference, systems engineeri... - Evaluate: Introduces the Generative Research Team (GRT) framework blending human and AI - Evaluate: Integrates Active Blockference and cadCAD tools for research composition - Evaluate: Applies Narrative Information Management and VIE for cognitive security ### πŸ”¬ Methods Agent **Focus**: Methodological rigor and replication **Tasks**: - Assess and document: GRT architecture design with modular roles - Assess and document: Active Blockference and cadCAD integration - Assess and document: Cognitive security (NIM, VIE) application - Assess and document: Meta-prompting for adaptive research - Assess and document: Human-computational hybrid team design ### πŸ“š Citation Agent **Focus**: Citation context and scholarly impact **Tasks**: - Track citations and impact of this active inference work - Map connections to related works in the Friedman corpus - Identify citing papers and downstream applications ### πŸ”— Synthesis Agent **Focus**: Cross-paper and cross-domain connections **Tasks**: - Connect themes: Generative Research Team, Active Inference, generative model, cognitive modeling, LLMs - Link to related works in the docxology corpus - Identify synergies across Active Inference, entomology, and cognitive security ### πŸ’Ό Consultant Agent **Focus**: Practical application and knowledge transfer **Tasks**: - Evaluates practical applications and implementation strategies for this research - Maps findings to industry challenges, Active Inference, and technological solutions - Facilitates knowledge transfer to external teams and collaborators ## Extraction Log - **Source PDF**: `2023_GenerativeResearchTeams.pdf` - **PDF Status**: βœ… Available - **Documentation Quality**: Hand-curated from direct PDF analysis ## Related Papers See [BIBLIOGRAPHY.md](../../pages/BIBLIOGRAPHY.md) for the full publication catalog.