Ok, I'll bite. Show me an LLM that comes up with a new math operator. Or which will come up with theory of relativity if only Newton physics is in its training dataset. That it could remix existing ideas which leads to novel insights is expected, however the current LLMs can't come up with paradigm shifts that require novel insights. Even humans have a rather limited time they can come up with novel insights (when they are young, capable of latent thinking, not yet ossified from the existing formalization of science and their brain is still energetically capable without vascular and mitochondrial dysfunction common as we age).