One of my favorite very-early goose moments was having it georeference some satellite imagery. We were getting garbage results from python, and neither of us could figure out why. Eventually Claude decided the library didn't work as documented, and apologetically wrote a specific reprojection function from scratch.
That was when I knew I was going to like AI