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

https://wiki-nest.win/index.php/The_Gemini_3_Pro_Paradox:_Why_%22Accuracy%22_Is_the_Most_Dangerous_Metric_in_RAG

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