Does Your AI Model Know What It’s Talking About? Here’s One Way To Find Out. When you ask AI models a question, they are programmed to give you an answer—even if they know little to nothing about the subject. Model overconfidence is the reason why many AI deployments fail. But a solution exists—and if your model isn't using it, you might not want to trust its judgments.