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I Benchmarked 4 Frontier LLMs on Catching ML's "Silent Killers" — DeepSeek-R1 Missed the Most Basic Bug

This is a submission for the Kaggle Benchmarking Challenge Most public AI leaderboards test if a model can write code or pass a syntax check. But in real-world Machine Learning, the most dangerous code isn't syntactically broken—it's methodologically flawed. It passes unit tests, shows a green dash…

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  1. 2026-10-03 05:21 · DEV Community — Machine Learning
    I Benchmarked 4 Frontier LLMs on Catching ML's "Silent Killers" — DeepSeek-R1 Missed the Most Basic Bug

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