AWS Certified AI Practitioner AIF-C01 Practice Question

A team is building a customer credit-approval model. To follow the human-centered design principle of unbiased decision-making, which action best supports this goal?

  • Limit explanations to one sentence so users are not overloaded with information.

  • Withhold all model details from end users to reduce the risk of adversarial attacks.

  • Choose the most complex ensemble model available to maximize predictive accuracy.

  • Provide feature-attribution explanations that show how much each sensitive attribute affected an individual prediction.

AWS Certified AI Practitioner AIF-C01
Guidelines for Responsible AI
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