# AGENTS.md — CEREBRUM: Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling

**Paper**: CEREBRUM: Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling (2025)
**Area**: Active Inference
**Authors**: Daniel Ari Friedman

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of CEREBRUM: Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling
**Tasks**:
- Analyze core argument: CEREBRUM (Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling) introduces a framework that integrates linguistic case sys...
- Evaluate: Introduces CEREBRUM framework mapping case systems to model management
- Evaluate: Applies linguistic case roles as functional typing for AI and scientific models
- Evaluate: Provides a unified framework bridging formal linguistics with Bayesian inference

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Linguistic case system formalization
- Assess and document: Bayesian Active Inference
- Assess and document: Category theory application
- Assess and document: Model lifecycle management
- Assess and document: Case-based computational framework

### 📚 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: CEREBRUM, linguistic case systems, Active Inference, Bayesian modeling, model management
- 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_CEREBRUM.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.