Earlier quoted context omitted.
> Pangram’s market claims are very different from independent validations of the platform. Do you have a link to independent validations? The ones I found, like an upcoming nber paper confirm the companies claims.
https://github.com/deepanwadhwa/ai_detector_fails/blob/main/... the text in above is all ai generated. i uploaded a picture of two kittens to gemini and asked it to guess their age. then asked gemini to change the language to of someone who is born in deep Appalachia but has Japanese parents. then asked it to change the bullets to paragraphs written by someone who is talking fro life experience rather than grounded i…
> Even if 2/10000 is true that’s nowhere near accurate enough to make aggressive accusations that create anxiety at levels people need to medicate with potentially fatal consequences.
False positives and false negatives are different problems that have different impacts.
Does your single example prove that Pangram doesn't work, or that it doesn't work on short snippets of text? Try to get a detection error on a longer run of text. I'd be curious to see the results, particularly if you can get a false positive.