LLMs have no idea if they hallucinate ≠ LLM make no mistakes.
The former statement is a bold claim that would require some sort of evidence. The latter nobody really argues with.
The former statement is a bold claim that would require some sort of evidence. The latter nobody really argues with.
Of course, it's not possible for an LLM to actually "know" anything in that sense of the word.