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External Audits & Third-Party Evaluation

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Incident Response and Rollback Systems

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Post-deployment Monitoring

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Risk Assessments

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Content Filtering

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API Access Controls

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Reinforcement Learning from Human Feedback

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Bias Testing

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Red Teaming

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Model Cards

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The NIST AI Risk Management Framework, 2023

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ISO 42001:2023

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The G7 Hiroshima Process, 2023

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Council of Europe Framework Convention on Artificial Intelligence and Human Rights, Democracy and the Rule of Law

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The EU AI Act, 2024

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ACHPR Resolution 473

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UNESCO Recommendation on AI Ethics (2021)

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The G20 AI Guidelines (2019)

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OECD AI Principles 2019

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