Dashboard / Beliefs🟡 Offline
Dynamic belief graph
Inspect how the system stores entities, relationships, provenance, and uncertainty. The belief tracker powers Theory of Mind reasoning.
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Novelty Score
Input novelty detection
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Drift
Parameter divergence
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Forgetting Ratio
Memory stability
ToM
Theory of Mind
Belief tracking active
Belief Clusters
GraphRelated entities and facts are grouped into thematic neighborhoods. The ConceptSpace module forms clusters from co-occurring patterns.
- Concepts formed from co-occurrence patterns
- Confidence accumulates across linked facts
- Sparse coding prevents concept blurring
Self-Analysis
MonitorThe SelfAnalysis module continuously monitors novelty, drift, and forgetting. It triggers corrective actions when metrics cross thresholds.
Start the engine to see live self-analysis metrics.
Memory Provenance
AuditEvery belief traces back to its source — which conversation, tool event, or federation message introduced it. Stale evidence can be expired without deleting history.
- Episodic memory records full interaction traces
- Memory promotion pipeline: Short-term → Long-term → Permanent
- Frozen PM preserves mission-critical skills
Theory of Mind
ToMThe general belief tracker models what other agents know and believe. This powers multi-agent scenarios and collaborative reasoning.
- Per-agent belief state tracking
- False-belief detection and reasoning
- Accessible via POST /api/tom endpoint