# AGENTS.md — Sensemaking Federation: Exploring the Frontiers of Digital Innovation

**Paper**: Sensemaking Federation: Exploring the Frontiers of Digital Innovation (2024)
**Area**: Presentations, Courses & Media
**Authors**: Jack Park, Marc-Antoine Parent, Aaditya Bhatia, Daniel Friedman

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## Agent Roles

### 📖 Research Agent
**Focus**: Deep analysis of Sensemaking Federation: Exploring the Frontiers of Digital Innovation
**Tasks**:
- Analyze core argument: Transcript from the event 'Sensemaking Federation: Exploring the Frontiers of Digital Innovation' hosted by the Sensemaking Scenius. The panel discuss...
- Evaluate: Explores frontiers of sensemaking federation in digital contexts
- Evaluate: Discusses decentralized knowledge infrastructure development

### 🔬 Methods Agent
**Focus**: Methodological rigor and replication
**Tasks**:
- Assess and document: Panel discussion
- Assess and document: Collaborative sensemaking
- Assess and document: Digital innovation analysis

### 📚 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: sensemaking federation, digital innovation, knowledge federation, collaborative sensemaking, decentralized infrastructure
- 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_SensemakingFederation.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.