# AGENTS.md — Active Inference as a Meta-Pragmatic Framework: Executable Models, Evidence, and the Discipline of Revision **Paper**: Active Inference as a Meta-Pragmatic Framework: Executable Models, Evidence, and the Discipline of Revision (2026) **Domain**: Active Inference **Authors**: Daniel Ari Friedman --- ## Agent Roles ### 📖 ARCHIVIST - Maintains bibliographic metadata and cross-references - Tracks citation links and DOI consistency for ActiveInferenceAs - Updates related_papers links when new connections are identified ### 🔬 RESEARCHER - Extracts methods: Executable GNN specifications and exact categorical inference, Separate training and synthetic evaluation, Paired simulation comparisons - Identifies findings: Reliable metadata and further sensing improve classification within the specified synthetic sensor task., Misleading metadata and world-model mismatch can leave exact inference confidently mistaken., Mathematical coherence and optimization under preferences do not establish representation adequacy or justify those preferences. - Maps contributions to Active Inference literature ### 🎓 EDUCATOR - Creates learning pathways for Active Inference concepts - Develops SKILL.md with executable instructions - Maintains prerequisite knowledge mapping ### 🔗 INTEGRATOR - Connects Active Inference as a Meta-Pragmatic Framework: Executable Models, Evidence, and the Discipline of Revision to related works in the bibliography - Maps paper-to-software relationships - Updates cross-domain connections --- ## Extraction Log | Source | Agent | Action | Status | |--------|-------|--------|--------| | Metadata | ARCHIVIST | Cataloged metadata | ✅ | | Metadata | RESEARCHER | Extracted methods/findings | ✅ | | Metadata | EDUCATOR | Generated documentation | ✅ |