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A Detector Score Is a Classifier Output, Not a Verdict: Reading AI Detection Like an Engineer

TL;DR: An AI detector score is a classifier output: proxy features (predictability, uniformity, stock connectors) and a threshold someone chose. Careful second-language English pushes those same features toward "AI", and a 2023 peer-reviewed study measured how much. Below: the features, the confoun…

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  1. 2026-11-11 14:55 · DEV Community — Machine Learning
    A Detector Score Is a Classifier Output, Not a Verdict: Reading AI Detection Like an Engineer

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