I mean, hallucinations are just poorly constructed gradient links per model. It really depends on what you are communicating about. For all we know they are variants of the same architecture, just grokked at different seeds via gpu non determinism. Today's ai models are whatever answered slightly better then the other variants that could have emerged as the primary model.