Ruth Calloway

AI Detection Reporter

Ruth covers AI detectors: how they score a text, where they get it wrong and what to do when your own writing gets flagged. She runs the same human and AI samples through every detector she covers and reports the misses as plainly as the hits.

How they test: Human and AI samples through every detector, scores logged sentence by sentence, every false positive reported.

Posts by Ruth Calloway

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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