AINeutralarXiv – CS AI · Mar 27/1012
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CIRCLE: A Framework for Evaluating AI from a Real-World Lens
Researchers propose CIRCLE, a six-stage framework for evaluating AI systems through real-world deployment outcomes rather than abstract model performance metrics. The framework aims to bridge the gap between theoretical AI capabilities and actual materialized effects by providing systematic evidence for decision-makers outside the AI development stack.