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Do we regularly review whether the AI system’s goals, assumptions, and impacts are still appropriate?
Do we regularly review whether the AI system’s goals, assumptions, and impacts are still appropriate?
AI models and their objectives may drift from their original intent, making human oversight crucial to ensure ongoing alignment with ethical and business objectives. Are there periodic human-led reviews in place to monitor AI system behavior, validate outcomes, and reassess goals? Human oversight should play an active role in detecting unintended consequences, adjusting governance policies, and maintaining accountability throughout the AI system’s lifecycle.
If you answered No then you are at risk
If you are not sure, then you might be at risk too
Recommendations
- Schedule regular reassessments of AI objectives and assumptions.
- Update training data, governance policies, and oversight structures as AI systems evolve.