By 2026, "hallucination rates" are practically meaningless without context....

https://lukasnpyy234.cavandoragh.org/why-did-grok-3-score-94-citation-errors-on-news-queries

By 2026, "hallucination rates" are practically meaningless without context. Whether you are using the Vectara HHEM or the AA-Omniscience benchmark, you are measuring fundamentally different failure modes