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News/PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems

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Publisher summary· verbatim

arXiv:2608.22130v2 Announce Type: replace-cross Abstract: LLM-based multi-agent systems (MAS) solve complex tasks through communication among role-specialized agents. However, inter-agent dependencies introduce reliability risks beyond isolated agent failures. For instance, errors in intermediate me

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