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cs.AI2026★ 2 cited
CIRCLE: A Framework for Evaluating AI from a Real-World Lens
Reva Schwartz, Carina Westling, Morgan Briggs +12
This study proposes CIRCLE, a six-stage, lifecycle-based framework to bridge the reality gap between model-centric performance metrics and AI system outcomes in deployment. Current…
cs.AI2022
Human rights, democracy, and the rule of law assurance framework for AI systems: A proposal
David Leslie, Christopher Burr, Mhairi Aitken +3
Following on from the publication of its Feasibility Study in December 2020, the Council of Europe's Ad Hoc Committee on Artificial Intelligence (CAHAI) and its subgroups initiated…