I'm finding that AI, when successful, gives me 2-3x speedup. It's not the kind of thing I can give high-level instructions to like I can to a human.

I suspect the people who claim that AI works by only giving it high-level instructions are mostly working on "mindless" projects where a developer in the weeds wouldn't need to think very much.