Guides to AI detection and watermarking
Plain-language explainers on how AI text watermarking works, whether AI detectors are accurate, and what any of it can actually prove about who wrote something.
Do AI detectors actually work?
What the evidence says about style-based AI detection, and why false positives land hardest on the people least able to contest them.
What is AI text watermarking?
The mechanism behind watermarking, in plain language — what gets embedded, how detection works, and where it breaks.
How to tell if ChatGPT wrote something
The honest version — what evidence is worth anything, and why the tell-tale signs people share online mostly are not.
AI detection and academic integrity
For teachers and administrators: why a detector percentage is not evidence, and what to do instead.