I'm sure there are some useful applications of this but we can't trust the reliability of an AI detector for the same reasons we can't trust the reliability of AI.
The LLM Prose Tells and wiki page linked in the readme was a fun read. https://github.com/awnist/slop-cop?tab=readme-ov-file#source...
I'm curious how well this thing works, but you need a yardstick to measure it against. The last year or two a burgeoning community of meatspace AI detectors has emerged right here on HN, it might be fun for someone to rank "sloppiness" of submitted HN articles as gauged by comment sentiment vs. this tool to see how well they align.