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Eugene Yan: LLM-as-judge won't fix AI product evals; focus on process

Eugene Yan argues that relying solely on tools like LLM-as-judge will not fix product evaluation issues. Instead, he emphasizes that a robust evaluation process, akin to the scientific method, is crucial for improving AI products. This involves a continuous cycle of observation, hypothesis formation, experimentation, and analysis to drive measurable progress and build user trust. AI

排序理由 This is an opinion piece by a named author discussing AI product evaluation processes.

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Eugene Yan: LLM-as-judge won't fix AI product evals; focus on process

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  1. Eugene Yan TIER_1 English(EN) ·

    An LLM-as-Judge Won't Save The Product—Fixing Your Process Will

    Applying the scientific method, building via eval-driven development, and monitoring AI output.