When Benchmarks Lie: How to Choose Models for Production Where Accuracy Actually Matters

https://www.4shared.com/office/b9DVb_-fku/pdf-35982-5647.html

Which evaluation signals reliably predict real-world performance? What measurements actually tell you whether a model will behave well once it touches production traffic? Many teams default to a single test-set metric or a public benchmark