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ENTITY Agreeing on the Answer but Not the Reason: Measurement Limits of LLM Reasoning Failure Taxonomies

Agreeing on the Answer but Not the Reason: Measurement Limits of LLM Reasoning Failure Taxonomies

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    LLM evaluation methods are unstable, researchers find · 1 source tracked

    Recent research indicates that the methods used to evaluate large language models (LLMs) are themselves unstable and prone to drift. Studies show that human judgment standards increase over time, leading to a rising "bo…