AWS Certified AI Practitioner AIF-C01 Practice Question
An organization wants to ensure its training data represents users of varying ages, ethnicities, and abilities so no group is excluded. Which responsible AI feature directly addresses this requirement?
Inclusivity is the responsible AI feature that focuses on making sure that all relevant demographic groups are considered when collecting data, designing, and evaluating a model. By emphasizing diverse user representation, inclusivity reduces the risk that the system will systematically overlook or disadvantage certain populations. Veracity concerns data accuracy, robustness is about a model's resilience to noisy or adversarial inputs, and explainability focuses on making the model's decisions understandable. None of those specifically target demographic coverage in data.
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AWS Certified AI Practitioner AIF-C01
Guidelines for Responsible AI
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