How Accurate Are AI Content Detectors?
How accurate AI content detectors really are: good enough to flag suspicion, nowhere near good enough to prove authorship, with the evidence and safe practices.
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How accurate AI content detectors really are: good enough to flag suspicion, nowhere near good enough to prove authorship, with the evidence and safe practices.
How to recognise AI-generated writing using human judgment first, detectors second, and why the reliable answer combines signals rather than trusting any one tool.
A practical look at AI detection accuracy: what detectors actually measure, why false positives and false negatives happen, a decision framework for educators and students, how to evaluate a detector before adopting it, and the ethical questions involved.