Research programs
Thynaptic research focuses on mechanism-first cognitive architectures. Each program represents a distinct contribution to artificial cognition: routing, memory, reasoning, and adaptive response.
Adaptive Cognition Layer
A modular cognitive pipeline that dynamically routes queries through perception, memory, reasoning, and synthesis components. The foundational architecture for all Thynaptic systems.
Key Contributions
- 10-component sequential pipeline
- Contextual Priority System for workspace ranking
- Memory graph with DBSCAN clustering
- Confidence-calibrated routing
Mavaia
An adaptive reasoning model built on ACL. Integrates emotional memory encoding, multi-source verification, and predictive hallucination detection.
Key Contributions
- Emotional salience encoding in memory
- 94% hallucination identification rate
- Hybrid local/cloud inference routing
- Self-aware confidence metrics
ARTE Engine
Adaptive Reactive Theme Engine. Structures personality adaptation through dynamic tone calibration and semantic conversation flow analysis.
Key Contributions
- 12 personality archetypes
- Real-time emotional state detection
- Sass factor calibration
- Conversation tempo analysis
FocusOS
A cognitive workspace orchestration system. Manages focus sessions, memory persistence, and session continuity for extended reasoning tasks.
Key Contributions
- Focus-first workspace design
- Session state persistence
- Multi-context routing
- Predictive cognitive interventions
Safety & Evaluation
Frameworks for hallucination detection, fact verification, and confidence calibration. Ensures reliable operation across all cognitive systems.
Key Contributions
- Recall-based fact verification
- Workspace knowledge claim validation
- 0.73 confidence-accuracy correlation
- Graceful degradation protocols
Public roadmap
Now / Next / Later
NOW
- • Payload governance hooks for Evaluation Notes
- • FlexSearch indexing for systems + docs
- • Research dispatch cadence (weekly)
NEXT
- • Draft preview + reviewer workflow across CMS
- • Institutional deployment playbook publication
- • Updates feed automation (RSS/JSON)
LATER
- • Interactive architecture diagrams
- • Semantic retrieval layer for docs
- • Public careers page once roles open
How we publish
Cadence, artifacts, discipline
- Cadence: Weekly research dispatches, monthly technical reports, quarterly system cards. Every artifact links back to the CMS for provenance.
- Report types: System Cards (deployment ready), Framework Reports (architecture), Whitepapers (mechanism deep dive), Research Briefs (evaluation updates).
- Evaluation discipline: No metric is published without an Evaluation Note, reviewer sign-off, and limitations. Governance rules are enforced in Payload.