Recreating everything from scratch gets harder and the previous requirements will eventually not be met after sufficient number of them have been accumulated. AI would have no solution to this unless it iterate on the same code base, but since I've not seen evidence of architectural maintainability from AI, a project that are fully given to AI is bound to fail.

AI is still incredibly useful used in tandem, but have it implement full feature from one sentence usually lead to doom.