EvoBelief: Falsifiable world models for self-improving LLM agents
Read the original at arxiv.org→arXiv:2610.12789v1 Announce Type: new Abstract: Self-evolving LLM agents typically improve how they act through accumulated experience, reflection, or skills. Yet even procedurally capable agents can fail when their...
Original headline: "EvoBelief: Falsifiable World Models for Self-Improving LLM Agents"
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- Oct 12, 04:00 UTC arXiv cs.AI lead source EvoBelief: Falsifiable World Models for Self-Improving LLM Agents