You can ask LLMs the same question and they might sometimes get it wrong and other times get it right. Having different answers is no indication that none of them is correct.
Furthermore, even if an LLM always gives the same answer to a question, there’s no guarantee the answer is correct.
An LLM will always give the same output for the same input. It’s sorta like a random number generator that gives the same list of “random” numbers for the same seed. LLMs get a seed too.
Furthermore, even if an LLM always gives the same answer to a question, there’s no guarantee the answer is correct.
https://en.wikipedia.org/wiki/Propaganda
https://en.wikipedia.org/wiki/Big_lie#Alleged_quotation