A Test Result Is Not a Regulatory Agreement
TL;DR for operators An AI compliance platform can execute technical tests correctly without resolving whether the resulting evidence addresses the right regulatory questions. Engineers, assessment specialists, and regulators bring different responsibilities and interpretations to the same system. A new study develops a collaborative assessment tool that combines AI system qualification, regulatory controls, technical tests, shared dashboards, and reporting. Three design iterations revealed why testing functionality alone was insufficient: some stakeholders struggled to interpret the original technical interface, while others needed assessment pathways that did not begin with executable tests. ...