I think Searle's Chinese Room argument refutes this. LLMs are simply manipulating symbols, they do not have semantic understanding. This is why hallucinations exist. And Searle's argument extends even further than LLMs.

You are basically arguing for a functional account of consciousness, but things like this have been debated for literally decades/centuries in philosophy.