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I planted typos to catch AI models editing quotes. 0 of 962 got "fixed" the real failure is sentence…

By PulseAugur Editorial · [1 sources] ·

A benchmark study involving 13 different language models revealed that none of them silently corrected typos or grammatical errors when asked to quote text verbatim. The experiment, designed to test the models' adherence to instructions, involved planting deliberate irregularities in original documents. Contrary to a common belief that AI models might AI

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Read on dev.to — LLM tag →

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I planted typos to catch AI models editing quotes. 0 of 962 got "fixed" the real failure is sentence…

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COVERAGE [1]

  1. dev.to — LLM tag TIER_1 English(EN) · Saharsh Tibrewala ·

    I planted typos to catch AI models editing quotes. 0 of 962 got "fixed" the real failure is sentence boundaries

    <p>`<br /> <em>This is a submission for the <a href="https://dev.to/challenges/kaggle-2026-09-23">Kaggle Benchmarking Challenge</a>.</em></p> <h2> What I Benchmarked </h2> <p>There's a piece of folk wisdom about language models that I believed until yesterday: if you ask one to q…