LLMs only knows it's text embeddings. It does not know the real world. Clear?
Your eyes and ears perceive a tiny minuscule fraction of what is out there in the real world.
A blind and deaf person must know even less of the real world than an LLM, which can read more than a human can ever read in their lifetime.