Path 1: Active Knowledge Management
Detect repeated event patterns (A→B→C occurs 5+ times) during sleep cycle reflection and crystallize them as schemas. New events matching existing schemas are stored more efficiently (only the deviation). Based on Complementary Learning Systems theory (McClelland et al., 1995) — schema acceleration.
Design
- Phase 5 reflection: identify recurring temporal sequences across memories
- Store schemas as a new type in the knowledge graph (entity_type='schema')
- New memories matching a schema reference it rather than storing full context
- Reduces storage while preserving fidelity for anomalies
Path 1: Active Knowledge Management
Detect repeated event patterns (A→B→C occurs 5+ times) during sleep cycle reflection and crystallize them as schemas. New events matching existing schemas are stored more efficiently (only the deviation). Based on Complementary Learning Systems theory (McClelland et al., 1995) — schema acceleration.
Design