AI RESEARCH
Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation
arXiv CS.AI
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ArXi:2604.21854v1 Announce Type: new Artificial intelligence now decides who receives a loan, who is flagged for criminal investigation, and whether an autonomous vehicle brakes in time. Governments have responded: the EU AI Act, the NIST Risk Management Framework, and the Council of Europe Convention all demand that high-risk systems nstrate safety before deployment.