This is pretty much the categorical problem with AI. It's confidently incorrect, so you need to already be a subject matter in the area for which you're using it. I've been seeing posts about companies now going back to hiring junior developers to do the basic junior developer coding, because the LLM tokens cost more than those junior developers that it originally displaced.

LLMs are useless for anything you don’t already know. We need to return to data on these pedals, etc not being centralized to spaces like Reddit or Discord, etc as well.