CIRCLE: A Framework for Evaluating AI from a Real-World Lens

Reva Schwartz, Carina Westling, Morgan Briggs +12

This paper proposes CIRCLE, a six-stage, lifecycle-based framework to bridge the reality gap between model-centric performance metrics and AI's materialized outcomes in deployment.…