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Just published a benchmark testing whether AI code reviewers catch security bugs nobody tells them to look for. I ran 10 "harmless-looking" refactors past Claude Sonnet 5, GPT-5.5, Gemini 3.7 Flash, and DeepSeek-R1 — all four missed the exact same one-line

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The Plausible PR: I Gave 4 LLMs 10 Sneaky Refactors, and They All Missed the Same Bug Kaggle Benchmarking Challenge Submission Kudzai Murimi Kudzai Murimi Kudzai Murimi Follow Sep 30 The Plausible PR: I Gave 4 LLMs 10 Sneaky Refactors, and They All Missed the Same Bug # devchallenge # kagglechallen…

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  1. 2026-09-30 09:56 · DEV Community — AI
    Just published a benchmark testing whether AI code reviewers catch security bugs nobody tells them to look for. I ran 10 "harmless-looking" refactors past Claude Sonnet 5, GPT-5.5, Gemini 3.7 Flash, and DeepSeek-R1 — all four missed the exact same one-line

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