> Either ChatGTP can do the whole thing itself (not yet the case) or it is a minor productivity boost because the hard part is articulating the problem.

What a ridiculous dichotomy, or course there's plenty of room in between. The hard part might be articulating the problem, but the other part takes time. Make that part not take time and you can do more of the hard part.