AWS Certified AI Practitioner AIF-C01 Practice Question

When evaluating a machine learning model for responsible AI, what does fairness primarily refer to?

  • The model's predictions do not systematically disadvantage or favor any particular demographic group.

  • The model consistently achieves the highest overall accuracy regardless of subgroup performance.

  • The model's outputs include explanations that humans can readily interpret.

  • The model remains functional when presented with adversarial or corrupted inputs.

AWS Certified AI Practitioner AIF-C01
Guidelines for Responsible AI
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