Earlier quoted context omitted.
You are still stuck in thinking consciousness is one unified thing, but it is about one of the clearest examples of a family-resemblance category as you can think of. Dynamicness / change is one aspect that is definitely part of what we tend to think of as being quite fundamental to consciousness, and there are a lot of ways in which LLMs can't and/or don't really change, and this strongly constrains how similar LLM…
Then I suggest you do the same for rigorous definitions that don't rely on consensus, and maybe also addressing my point about non-frozen weights directly.
I doubt we agree on what "rigorous definitions" means, given that you are happy to continue using a useless, vague family resemblance concept like "consciousness", but complain that pointing out dynamicness and/or change is involved is too vague.
I believe one cannot give a rigorous definition of consciousness precisely because it is a family resemblance concept, and there is no actual essence. This is why I suggest shifting to talking about aspects, since then productive insights and truths can be discovered.