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Your LLM Evaluation Suite Is Lying To You

You shipped the feature. The eval suite shows 92% pass rate. Two weeks later, support tickets pile up: the model hallucinates citations, ignores negative constraints, and falls apart on multi-step reasoning. Your evals didn't catch any of it because they measured the wrong thing. The gap Karpathy d…

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  1. 2026-10-12 00:43 · DEV Community — Machine Learning
    Your LLM Evaluation Suite Is Lying To You

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