I would think that a LLM on a chip would make sense, but it would almost have to be a separate special design CPU to run on. Otherwise it would probably consume all you processing capability when you are using it.
I think it will need its own cache memory as well. Might as well give it a separate mother board.
As long as I can command the pod bays doors to open when I wish - I’ll be happy.