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arxiv_cs_cl · Nov 3, 2026 · paper

Source brief

Where Is the Truth When AI Agents Disagree? Dependence-Aware Belief Propagation for Unsupervised Truth Discovery (Extended Version)

arxiv.orgNov 3, 2026
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In brief

LLM agents often give conflicting answers to the same question, and many deployed agents are variants of one base model, so their errors are correlated. We study truth discovery among such agents: inferring the true a...

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