If you want to disabuse yourself of the notion that AI is close to replacing programmers for anything but the most mundane and trivial tasks, try to have GPT 4 generate a novel implementation of moderate complexity and watch it import mystery libraries that do exactly what you want the code to do, but that don't actually exist.

Yeah, you can do a lot without writing a single line of code. You can certainly interact with the models because others who can have already done the leg work. But someone still has to do it.