risk-based-ai

Organizing AI oversight by potential harm severity, risk-based frameworks assign different compliance obligations depending on a system's classification tier. Practitioners work with prohibited use categories, high-risk designation criteria, mandatory impact assessments, and sector-specific accountability rules. As more jurisdictions adopt this model, how risk tiers are defined and enforced shapes both regulatory design and compliance strategy.

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