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How AI text watermarking works: a visual guide
(declaude.org)
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this post was submitted on 14 Aug 2026
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The article seemed to claim that some models allow outsiders to submit text for detection if I read it right. That seems like a decent way of doing it. If you "open source" the raw data, it means people can do things to try and get around it - same reason most websites don't reveal their anti-spam techniques.
That's still not very useful unless the test is for all AI models otherwise you have to manually submit the text to every AI companies detection system.
I see an opportunity for an AI test aggregator company that checks all of them for you at once.
Vibe-coding one seems more appropriate to me ;-)
Yeah, but you'll have to submit to every known provider and hope the user used one of the ones that provide this checking service, and didn't do something like ask a local model to just randomize synonyms in a text.