You said that classic LLMs have no inductive bias for causality. So I am simply asking if any computer scientist has actually proved that. Otherwise it is just a fancy way of saying "LLMs can't reason, they are just stochastic parrots". AFAIK not every computer scientist shares that consensus. So to use that claim is to potentially smuggle in an assumption that is not scientifically settled. That's why I specifically asked about this claim which you made a few paragraphs into your response to the parent commenter.