Which practice helps ensure regulatory alignment during AI incident response?

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Multiple Choice

Which practice helps ensure regulatory alignment during AI incident response?

Explanation:
Embedding compliance checks into incident response workflows ensures that every action and decision during an AI incident is evaluated against applicable laws, regulations, and internal policies as it happens. This creates real-time governance, keeps an auditable trail, and helps enforce proper data handling, reporting, and accountability throughout containment, eradication, and recovery. Random data collection can breach privacy and data-minimization requirements, minimal documentation leaves regulators with little evidence of what was done, and isolated decision making undermines governance and consistency. The integrated approach keeps regulatory alignment active and verifiable across the entire response process.

Embedding compliance checks into incident response workflows ensures that every action and decision during an AI incident is evaluated against applicable laws, regulations, and internal policies as it happens. This creates real-time governance, keeps an auditable trail, and helps enforce proper data handling, reporting, and accountability throughout containment, eradication, and recovery. Random data collection can breach privacy and data-minimization requirements, minimal documentation leaves regulators with little evidence of what was done, and isolated decision making undermines governance and consistency. The integrated approach keeps regulatory alignment active and verifiable across the entire response process.

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