Sam Valladares
|
bbd1c15b4a
|
Add Prediction Error Gating and smart_ingest tool (26 tools total)
Implements neuroscience-inspired memory gating based on prediction error:
- New smart_ingest MCP tool that auto-decides CREATE/UPDATE/SUPERSEDE
- PredictionErrorGate evaluates semantic similarity vs existing memories
- Automatically supersedes demoted memories with similar new content
- Reinforces near-identical memories instead of creating duplicates
- Adds promote_memory/demote_memory/request_feedback tools
Thresholds:
- >0.92 similarity = Reinforce existing
- >0.75 similarity = Update/Merge
- <0.75 similarity = Create new
- Demoted + similar = Auto-supersede
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
|
2026-01-25 13:30:03 -06:00 |
|