I work with a bunch of PHD's and have been since before ai coding.

Their code is aways terrible, and they constantly think it's good.

The exercise is always the same: explain the math to me, like I'm 5, then we profile it and see what is faster.

Oddly Claude Code, integrated into their IDE's has made this situation happen much less.

I never want to work in a place again where the fun way to start the Monday meeting is a "math problem".

PS: Don't even get me started on their SQL.