In 2026, claiming an LLM is "accurate" is meaningless without context....

https://zulu-wiki.win/index.php/The_Hallucination_Myth:_Why_%22HalluHard%22_Feels_Like_the_First_Real_Test_for_Production_RAG

In 2026, claiming an LLM is "accurate" is meaningless without context. Hallucination rates change drastically based on your test set. Models might pass general benchmarks but falter on HalluHard, which captures real-world reasoning gaps. With $67