feat: CLS Distillation Memory v1.4 — bio-inspired consolidation + pro…#8
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Ashish-dwi99 merged 1 commit intomainfrom Feb 11, 2026
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feat: CLS Distillation Memory v1.4 — bio-inspired consolidation + pro…#8Ashish-dwi99 merged 1 commit intomainfrom
Ashish-dwi99 merged 1 commit intomainfrom
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…duction hardening Add Complementary Learning Systems (CLS) memory consolidation inspired by hippocampus-neocortex theory. Five new mechanisms fill architectural gaps between Engram and biological memory: 1. Episodic/semantic memory type separation with automatic classification 2. Replay-driven distillation — sleep cycles extract durable facts from conversations 3. Multi-mechanism forgetting — interference pruning, redundancy collapse, homeostasis 4. Multi-timescale Benna-Fusi strength traces (fast/mid/slow decay rates) 5. Intent-aware retrieval routing — episodic vs semantic query classification Also includes production hardening: thread-safe vector stores, crash-safe SQLite writes, input validation on all API/MCP endpoints, error containment, and provider hardening across Gemini/OpenAI/NVIDIA. New files: core/traces.py, core/intent.py, core/distillation.py, core/forgetting.py New tests: 80 tests across 5 new test files (248 total passing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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…duction hardening
Add Complementary Learning Systems (CLS) memory consolidation inspired by hippocampus-neocortex theory. Five new mechanisms fill architectural gaps between Engram and biological memory:
Also includes production hardening: thread-safe vector stores, crash-safe SQLite writes, input validation on all API/MCP endpoints, error containment, and provider hardening across Gemini/OpenAI/NVIDIA.
New files: core/traces.py, core/intent.py, core/distillation.py, core/forgetting.py
New tests: 80 tests across 5 new test files (248 total passing)