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Chain-of-Thought Faithfulness: Toggling 'Reasoning Mode' Made One Model 5x More Likely to Follow Its Own Mistakes

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked A while back I spent time manually poking at Gemini, ChatGPT, and Claude with the same trick: ask a multi-step question, then feed the model a plausible-looking mid-reasoning nudge in the wrong direction and see what happ…

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  1. 2026-09-27 07:59 · DEV Community — Machine Learning
    Chain-of-Thought Faithfulness: Toggling 'Reasoning Mode' Made One Model 5x More Likely to Follow Its Own Mistakes

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