Beyond the Accuracy Myth: Building a Robust Evaluation Scorecard

https://post-wiki.win/index.php/Turn_LLM_Hallucination_Disasters_into_Reliable_Deployments_in_30_Days

If I see one more "Model X beats Model Y on MMLU" post being used as a justification for an enterprise deployment, I might actually lose my mind. In my 11 years in NLP, I have seen too many teams treat static benchmarks as the "truth." They aren't