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arxiv_cs_cl ยท Oct 8, 2026 ยท paper

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TRACE: Diagnosing Verifier Brittleness in Agentic Evaluation

arxiv.orgOct 8, 2026
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Verifier scores now serve as both benchmark metrics and training rewards for large language model (LLM) agents, and a change in score is routinely read as a change in capability. It may instead reflect a change in the...

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