By 2026, claiming an AI model is "accurate" is meaningless without context....

https://www.bookmarking-maze.win/in-2026-hallucination-rate-is-a-hollow-metric-without-context-using-vectara

By 2026, claiming an AI model is "accurate" is meaningless without context. Hallucination rates shift drastically depending on the test; you’ll see vastly different results using the Vectara HHEM versus specialized frameworks like AA-Omniscience