Category
The technology, accuracy and limits of AI content detection — explained honestly.
Can AI detectors be wrong? Yes: documented failures, real error rates from independent studies, and a checklist for when to trust or challenge a score.
Jul 15, 2026 · 6 min read
How accurate are AI detectors in 2026? What independent studies from Stanford, UPenn and NBER actually found — and how to vet any vendor's accuracy claim.
Jul 6, 2026 · 6 min read
Why do AI detectors flag human writing? The real causes of AI detector false positives, who gets flagged most often, and what to do when it happens to you.
Jul 6, 2026 · 6 min read
How do AI detectors work? A plain-English guide to perplexity, burstiness, classifier models, watermarks and provenance — and where each one breaks.
Jul 6, 2026 · 8 min read
