I'm sorry Dave, I'm afraid I can't do that
Wasn't there a film about an AI which couldn't get its head around being lied to and went a bit loopy?
In this case with LLMs, they just as easily switch between truth and nonsense and have no concept of either, so how would a LLM be able to defend the party line?