In 2026, "hallucination-free" is just marketing noise. Reliability depends...

https://www.scribd.com/document/1040257449/What-is-the-Columbia-Journalism-Review-citation-test-actually-showing-214602

In 2026, "hallucination-free" is just marketing noise. Reliability depends entirely on your ruler. Whether you use Vectara’s HHEM or AA-Omniscience, results vary wildly based on your specific test set. With $67