In 2026, hallucination rates vary wildly by benchmark. Even with web search,...

https://direct-wiki.win/index.php/Sycophancy_in_AI:_Why_Your_Model_Agrees_Even_When_You%E2%80%99re_Wrong

In 2026, hallucination rates vary wildly by benchmark. Even with web search, HalluHard shows a 30.2% error rate. Stop chasing vanity scores. Instead, build custom evaluations that reveal how your specific production workflows actually fail