I dispute that it's easy to discern when AI is making a mistake. ChatGPT has given me very plausible incorrect answers, and had I not been fact checking I would have been none the wiser. I could choose not to trust anything ChatGPT puts out, but if I'm verifying literally everything then it becomes less and less useful as a tool.