Recent research into LLM disagreement reveals that five top-tier AI models fail to reach a consensus on 67% of 1,000 real-world fact-check claims. The finding underscores the absence of a reliable ground truth in model outputs, as models often exhibit significant, substantive variations in their verdicts.