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EC-CouncilCertified Responsible AI Governance and Ethics

Domain 1Objective 3

Ethics Frameworks CRAGE Practice Questions (Page 4)

Part of the AI Foundations and Responsible AI Principles domain, which makes up ~15% of our current practice bank.

24questions here
5free pages
3concepts

Questions 16–20

  1. 16application · medium

    A healthcare startup is developing an AI triage system that prioritizes patients for emergency care. The system uses a predictive model that, when optimized for overall survival rates, assigns lower priority to elderly patients with multiple chronic conditions. The startup's ethics committee must choose a framework to justify the system's design. Which framework would most directly support prioritizing the greatest number of saved lives, even if it means some individuals receive lower priority?

    Select an answer first
  2. 17foundation · easy

    In the context of AI governance, which ethical framework would most likely emphasize the importance of an AI system adhering to predefined rules, such as 'never use personal data without explicit consent,' regardless of the potential benefits?

    Select an answer first
  3. 18foundation · easy

    A company uses an AI system to screen job applicants. The system is efficient but inadvertently filters out candidates from certain backgrounds. Applying a deontological framework, which governance decision is most justified?

    Select an answer first
  4. 19application · medium

    An autonomous vehicle's AI must decide between swerving to hit a pedestrian or staying on course to hit its passenger. The manufacturer's ethics team is debating which framework to use for the decision algorithm. One engineer argues that the algorithm should be programmed to minimize total harm, even if it means sacrificing the passenger. Another engineer argues that the vehicle has a duty to protect its occupants above all others. Which pair of frameworks do these two arguments represent?

    Select an answer first
  5. 20application · medium

    A financial institution is deploying an AI system to approve small business loans. The compliance team requires that every denial be accompanied by a specific, explainable reason, even if a more complex model would approve more loans overall. Which ethical framework best supports this compliance requirement, and what is its main strength in AI governance?

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