If an LLM has insights

That’s a mighty big “if”. When you introduce something like that into a “search for truth”, you need to inspect the effability of the technology, the motivations behind it, how it was trained, and its consequences on the broader world.

Otherwise you’re relying on a Magic Eightball for your truth, in which case you might as well be reading the newspapers’ horoscopes.