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Sequential Probabilistic Uncertainty Estimation for Parallel Multi-Agent Reasoning Systems

arXiv:2610.08901v1 Announce Type: new Abstract: LLM-based multi-agent systems (MAS) have attracted growing attention for improving reasoning through interaction among multiple agents. In this work, we focus on parallel multi-agent reasoning systems, where several agents solve the same problem over…

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  1. 2026-10-08 04:00 · arXiv cs.AI
    Sequential Probabilistic Uncertainty Estimation for Parallel Multi-Agent Reasoning Systems

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