> These LLM tools all could give you a confidence rating with each and every "fact" it attempts to relay to you. Of course they don't actually do that because no one would use a tool that confidently gives you answers based on a 70% self confidence rating.

Why do you believe they could give you a confidence rating? They can't, at least not a meaningful one.