By 2026, claiming an LLM is “hallucination-free” is meaningless without...

https://web-wiki.win/index.php/The_$2,500_Sanction:_Why_the_5th_Circuit_Case_Isn%27t_Just_a_%22Hallucination%22_Problem

By 2026, claiming an LLM is “hallucination-free” is meaningless without context. Accuracy depends entirely on your yardstick. Using Vectara’s HHEM yields different error rates than AA-Omniscience because they test for fundamentally different failure modes