If you're not able to review what it generates, you shouldn't be using it (and arguably are the wrong person to be doing the boilerplate work to begin with)

Put differently, I go back to my original comment, where AI is essentially a junior/mid dev that you can express what needs to be done with enough detail. In either case, AI or dev, you'd review and/or verify it.

> Or is it a refusal to do actual software engineering, letting the machine taking care of it (deterministically) and moving up the ladder in terms of abstraction.

One could say the same of installing packages in most modern programming languages instead of writing the code from first principles.