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klotz: predict-calibrate* + knowledge*

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1. memv

   Structured, temporal memory for AI agents. memv extracts knowledge from conversations using a predict-calibrate approach: importance emerges from prediction error, not upfront LLM scoring.

   2026-02-11 Tags: llm, agents, memory, temporal, knowledge, predict-calibrate, vector database, bm25, rrf, bi-temporal, episode segmentation, contradiction handling, async processing by klotz

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