# AGENTS.md — Generalized Notation Notation for Active Inference Models

**Paper**: Generalized Notation Notation for Active Inference Models (2023)
**Area**: Active Inference
**Authors**: Daniel A. Friedman

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of Generalized Notation Notation for Active Inference Models
**Tasks**:
- Analyze core argument: Generalized Notation Notation (GNN) is a framework for representing, translating between, and reasoning about diverse notational systems. GNN provides...
- Evaluate: Introduces Generalized Notation Notation (GNN) as a universal meta-notation
- Evaluate: Enables formal comparison and translation across diverse notational systems
- Evaluate: Provides computational tools for automated notation analysis

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Meta-notational framework development
- Assess and document: Formal representation systems
- Assess and document: Cross-notation translation algorithms
- Assess and document: Computational notation analysis

### 📚 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

### 🔗 Synthesis Agent
**Focus**: Cross-paper and cross-domain connections
**Tasks**:
- Connect themes: GNN, Generalized Notation Notation, meta-notation, symbolic systems, notation translation
- Link to related works in the docxology corpus
- Identify synergies across Active Inference, entomology, and cognitive security

### 💼 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_GNN.pdf`
- **PDF Status**: ✅ Available
- **Documentation Quality**: Hand-curated from direct PDF analysis

## Related Papers

See [BIBLIOGRAPHY.md](../../pages/BIBLIOGRAPHY.md) for the full publication catalog.