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Practical Governance for Enterprise AI

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High-Risk AI

High-risk AI refers to artificial intelligence systems that pose significant potential harms to individuals or society, typically involving critical decisions affecting human rights, safety, or fundamental freedoms. Examples include AI used in criminal justice sentencing, employment screening, credit approval, and autonomous weapons systems. For enterprise AI governance, identifying and managing high-risk AI is essential because these systems face stricter regulatory requirements under frameworks like the EU AI Act, require enhanced testing and documentation, demand stronger human oversight mechanisms, and create substantial liability exposure if they cause harm or discrimination.

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