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 seve