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

https://wiki-byte.win/index.php/Why_do_content_errors_stay_high_even_after_web_search_(83.9%25_to_29.5%25)%3F

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