I'm not sure I agree with that. Even technically, my PC is not Turing-complete because its hard drive is finite. Yet there is an informal sense that Rice's Theorem is still relevant in a kind of PC abstraction sense, as we are all taught "virus checkers are strictly speaking impossible". This is a subtle point that needs further clarification from CS theorists, of which I am not.

Neural networks in general are Turing models. Human brains are in the abstract Turing complete as well, as a simple example. LLMs being run iteratively in an unbounded loop may be "effectively Turing complete" for this simple reason, as well.

Regardless, any theory purporting to be foundational ought to explicitly address this demarcation. Unless practitioners think computability and formal complexity are not scientific foundations for CS.