AI Detectors

Every post here starts from the public record: independent studies, benchmark runs and the complaints students and writers file when a detector gets it wrong. We look at how accurate tools like GPTZero, ZeroGPT and Copyleaks really are, where false positives come from, why formal and non-native writing gets flagged more often, and what a percentage score does and does not prove. When a tool claims 99% accuracy, we check who ran the test and on what texts. And when your own draft gets flagged, these guides walk you through the second check, the rewrite and the paper trail that settles it.

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AI Detectors

Is GPTZero Accurate? Enough to Flag You, Never Enough to Convict You

GPTZero is accurate enough to flag AI text and not accurate enough to prove anyone used it. The independent RAID benchmark puts its catch rate at 95.7% on clean AI text, while false positives concentrate on non-native writers, formal academic prose and short texts. Treat the score as a signal, then get a second opinion.

Ruth Calloway · Oct 16, 2026 · 11 min read

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