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Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement
多智能体LLM的验证延迟如何破坏信念稳定?这篇论文给出稳定性阈值与最优验证器放置方案,值得算法工程师细读。
arXiv:2606.27409v1 Announce Type: cross Abstract: Multi-agent large language model (LLM) systems often rely on verifier and critic agents to suppress …