AI & ML
What testing do you perform on AI outputs?
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Security questionnaire questions
Updated July 6, 2026
Expert answer
Test AI outputs with automated evaluation suites, adversarial and edge-case inputs, and regression checks tied to each model or prompt change. Combine automated scoring with human review for quality-sensitive features.
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How do you document AI system behavior?What is your AI/ML model governance framework?How do you ensure AI outputs comply with data residency requirements?What safeguards exist against adversarial attacks on AI systems?How do you audit AI system decisions for regulatory compliance?What is your AI incident response and notification process?
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