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Research/Fiction Writing/AI Prose Strengthen
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=== Stanford HAI: detector bias and unreliability === Source: https://hai.stanford.edu/news/ai-detectors-biased-against-non-native-english-writers Stanford HAI summarizes research warning that AI detectors can be “unreliable and easily gamed” and biased against non-native English writers. The article describes detectors being marketed to educators and journalists but highlights the core risk: algorithmic authorship judgments can wrongly flag human work. Directive implication: do not use detector output as sole evidence. Preserve writing history, outlines, notes, version diffs, and citations when authorship might be questioned.
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