You won't..but it does not matter.
>Where is your disproof that other physical systems can't hold consciousness?
I said no such thing. Just that there is no reason to think that LLMs are conscious. If we find some natural or artificial entity with some unknown and un-inspectable thing inside it, that behaves in an intelligent manner, I would not be sure that it is not conscious.