Useful Memories Become Faulty When Continuously Updated by LLMs

要約

Learning from past experience benefits from two complementary forms of memory: episodic traces — raw trajectories of what happened — and consolidated abstractions distilled across many episodes into reusable, schema-like lessons. Recent agentic-memory systems pursue the consolidated form: an LLM r…