To give an analogy, a carpenter might be happy with hand tools, happy with machine tools, happy with plywood, and happy with MDF. For routine jobs they may be happy to buy pre-fabbed cabinets.
But for them to employ an apprentice (AI in this example) and outsource work to them - suddenly they are no longer really acting as a carpenter, but a kind of project manager.
edit: I agree that LLMs in their current state don't really fundamentally change the game - the point I am trying to make is that it's completely understandable that everyone has their own "stop" point. Otherwise, we'd all live in IKEA mansions.