As it stands, I disagree that LLMs have very broad knowledge. Or at least, that it's anything more than extremely superficial (e.g. what a non-expert human would get from skimming a Wikipedia page). At least in my experience, you don't have to go very far off the beaten path at all to completely stump an LLM, even fancier models like ChatGPT o1.