In 2026, the perceived reliability of LLMs depends entirely on your choice of...

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

In 2026, the perceived reliability of LLMs depends entirely on your choice of testing framework. Compare Vectara’s HHEM against the AA-Omniscience benchmark, and you’ll see wildly different error profiles for the same models