Why Relying on a Single Benchmark Score Causes 73% of Model Selection Failures for High-Consequences Deployments

https://bizzmarkblog.com/selecting-models-for-high-stakes-production-using-aa-omniscience-to-measure-and-manage-hallucination-risk/

Why CTOs and ML Leads Rely on One Number — and Why That Strategy Falls Apart CTOs, engineering leads, and ML engineers are pressed for time, asked to evaluate dozens of models and choose one for production