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AWS Certified AI Practitioner AIF-C01 Practice Question

In the context of responsible AI, what does explainability primarily mean when evaluating a machine-learning model?

  • The model is trained on a dataset that has balanced representation across demographic groups.

  • The model consumes minimal compute resources and produces a low carbon footprint during training.

  • The model can provide human-understandable reasons for each prediction or decision it makes.

  • The model continues to perform accurately even when subjected to adversarial or malformed inputs.

AWS Certified AI Practitioner AIF-C01
Guidelines for Responsible AI
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