Currently the way I detect AI when I read something is that I start to notice a fuzzy confused behind my eyeballs, or The words and concepts seem unusually disconnected and meaningless in a hard-to-describe way. Then I squint a little harder and realize that I was got tricked into reading slop. Weirdly, I also notice this quality in code, even really good AI code that apparently works.