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Same code, same question, three layouts: the verdict moved, the code did not

I built a small harness to answer one narrow question: when a local model answers "is there a lookahead bug in this snippet?", how much of that answer is about the code? Short answer: on a 2B model, not much. Move the question above the code and the verdict flips - deterministically, on both runs.…

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  1. 2026-10-26 10:56 · DEV Community — Machine Learning
    Same code, same question, three layouts: the verdict moved, the code did not

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