# AGENTS.md — Systems Processes, Active Inference, and Beyond

**Paper**: Systems Processes, Active Inference, and Beyond (2025)
**Area**: Presentations, Courses & Media
**Authors**: Daniel A. Friedman

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of Systems Processes, Active Inference, and Beyond
**Tasks**:
- Analyze core argument: This presentation explores roads from Systems Processes to Active Inference, examining the warp and weave of metatheoretical frameworks. The work disc...
- Evaluate: Maps connections from systems processes to Active Inference
- Evaluate: Points towards integrated systems science incorporating process philosophy

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Systems process analysis
- Assess and document: Metatheoretical framework mapping
- Assess and document: Presentation and discussion

### 📚 Citation Agent
**Focus**: Citation context and scholarly impact
**Tasks**:
- Track citations and impact of this presentations, courses & media 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: systems processes, Active Inference, systems science, metatheory, process philosophy
- 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**: `2025_SystemsProcesses.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.