My uncle doesn't know the law the way a lawyer knows it either, but that doesn't stop him from trying to use it like someone who does ;)

If the claim is only "LLMs don't work like humans" and "LLMs make a lot of factual and logical errors", then that seems to be correct as far as it goes, but it doesn't go very far.