Out of curiosity, I ran the PDF through pangram and it seemed to flag nearly the entire thing as AI. I recognize these aren't perfect detectors, but they can give signals if nothing else. Perhaps it needs more soul injected!
https://www.pangram.com/history/93f9ec71-f7b3-4680-86b1-ff12...
Yeah, this doc is really interesting. It has some absolutely claude-fried lines like:
> A hook is Koa-style middleware: it reifies an endomorphic continuation
> Five forms, each on tool.call;
But on the other hand uses distinctly human phrases like “one may” and “etc./e.g.” that I rarely see LLMs use. Not sure what to think.
Maybe Claude is RLHFd primarily on texts by mpoteat and that’s why it talks this way
I know it's a joke but if you look at many of the key AI researchers papers (written pre-LLM mass adoption) you can see some similarities with how LLMs structure their output.
I'd love to do some stylometry on this...
Perhaps these "ai detectors" are snake oil
There’s definitely a snake oil component, but Pangram is unbelievably accurate. Creepily so in my opinion
How do you evaluate that?