I could be mistaken but generally LLMs cannot tackle out-of-domain problems whereas humans do seem to have that capability. Relatedly, the energy costs are wildly different suggesting that LLMs are imitating some kind of thought but not simulating it. They’re doing a remarkable job of passing the Turing test but that says more about the limitations of the Turing test than it does about the capabilities of the LLMs.