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A Benchmark Should Catch the Bug Your Examples Don't Mention

A benchmark that only checks the examples in the prompt is measuring the wrong thing. I ran into this while building a small code-repair evaluation for the Kaggle Benchmarking Challenge. The goal was not to ask models whether they could spot an obviously broken line. It was to find out whether they…

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  1. 2026-09-25 05:54 · DEV Community — Machine Learning
    A Benchmark Should Catch the Bug Your Examples Don't Mention

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