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My LLM Judge Caught 1 of 41 Wrong Answers. One Line Fixed the Rest.

Asking the judge to solve the problem itself before grading turned a rubber stamp into a real check. I built a small local judge to grade a weaker model's math homework. I fed it 41 answers I had deliberately made wrong, expecting it to catch most of them. It caught one. The other 40 wrong answers,…

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  1. 2026-11-12 05:22 · DEV Community — Machine Learning
    My LLM Judge Caught 1 of 41 Wrong Answers. One Line Fixed the Rest.

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