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arxiv_llm_reliability · Aug 25, 2026 · paper
arxiv.orgAug 25, 2026
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In brief
Outcome-supervised search agents learn when and how to retrieve evidence, but terminal rewards neither localize intermediate errors nor redirect an ongoing trajectory before those errors compound. Treating corrective...
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