- using ai effectively is itself a skill that needs training, especially if you're already good at the critical thinking stuff.

- using AI actually most of everything i do anyways, is critical thinking. I'm constantly reviewing the AI's code and finding little places where the AI tried to get away with a shortcut, or started to overarchitect a solution, or both.