# AGENTS.md — Comments on National Digital Twins R&D Strategic Plan

**Paper**: Comments on National Digital Twins R&D Strategic Plan (2024)
**Area**: Cognitive Security
**Authors**: Daniel A. Friedman

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of Comments on National Digital Twins R&D Strategic Plan
**Tasks**:
- Analyze core argument: This paper explores the concept of digital twins through the Active Inference framework, examining how virtual representations of physical systems can...
- Evaluate: Connects digital twin technology to Active Inference framework
- Evaluate: Models digital twins as free-energy-minimizing generative systems

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Digital twin modeling
- Assess and document: Active Inference framework application
- Assess and document: Generative model design

### 📚 Citation Agent
**Focus**: Citation context and scholarly impact
**Tasks**:
- Track citations and impact of this cognitive security 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: digital twins, Active Inference, generative models, predictive processing, cyber-physical systems
- 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**: `2024_DigitalTwins.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.