The Evaluation Framework: The Most Underbuilt Part Of An AI System

Simform CTO Hiren highlights the critical need for robust evaluation frameworks in AI production systems to detect regressions, compare versions, and ensure improvements before deployment. Such frameworks require representative test sets, performance metrics, and release thresholds to maintain system quality and reduce costly failures.