One way to know if a model is hallucinating is to know the limits of its reasoning abilities. If you can define specific classes of questions a transformer cann

One way to know if a model is hallucinating is to know the limits of its reasoning abilities. If you can define specific classes of questions a transformer cannot possibly answer, and it tries to answer those questions, you can be sure, without having to verify it, that that answer is a hallucination.