How AI Text Detectors Actually Work (And Why They Flag You)
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Every few months someone forwards me a screenshot: a detector says their essay is "98% AI-generated," and they wrote every word themselves. Usually they're a non-native English speaker. I've spent enough time inside these systems to explain why that happens, and why the number on the dial is not a probability in any sense you'd want to bet on. Blunt version up front: statistical AI-text detection is a real technique with a real signal, and it is also fundamentally incapable of the thing people…
1Key Takeaways
- Every few months someone forwards me a screenshot: a detector says their essay is "98% AI-generated," and they wrote every word themselves.
- Usually they're a non-native English speaker.
- I've spent enough time inside these systems to explain why that happens, and why the number on the dial is not a probability in any sense you'd want to bet on.
- Blunt version up front: statistical AI-text detection is a real technique with a real signal, and it is also fundamentally incapable of the thing people….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that every few months someone forwards me a screenshot: a detector says their essay is "98% AI-generated," and they wrote every word themselves.
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