In 2026, calling a model "hallucination-free" is meaningless without context....

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

In 2026, calling a model "hallucination-free" is meaningless without context. Benchmarks aren't monolithic; a system that aces Vectara’s HHEM might crater under AA-Omniscience. It’s why enterprise teams must stop relying on vendor marketing scores