AI Governance and Frameworks CRAGE Practice Questions (Page 2)

Questions 6–10

1. 6application · medium

   A city government is deploying an AI system to predict which neighborhoods are at high risk of crime. Community advocates worry that the system may reinforce racial bias. The city wants to balance public safety benefits with ethical concerns. Which governance action best addresses the ethical concern while preserving the system's usefulness?

   • ADeploy the system as designed and monitor community complaints after launch.
   • BConduct a bias impact assessment and adjust the model to reduce disparate impact before deployment.
   • CCancel the project entirely because any predictive policing system is unethical.
   • DPublish the model's predictions publicly to increase transparency.
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2. 7expert · medium

   A multinational corporation is establishing an AI governance committee. The committee includes representatives from legal, data science, compliance, and business units. The board wants to ensure that ethical considerations are integrated into AI decisions. Which committee structure best supports this goal?

   • AHave the business unit representatives make final decisions because they understand customer needs.
   • BLet the legal representative make final decisions on ethical issues to ensure compliance.
   • CInclude an independent ethics advisor with veto power over AI deployments that raise unresolved ethical concerns.
   • DAllow the data science representative to make final decisions on ethical issues because they understand the technology.
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4. 8application · medium

   A technology company is developing an AI system for hiring. The company operates globally and wants to adopt a governance framework that is internationally recognized and provides practical risk-management guidance. The company also needs to prepare for potential EU regulations. Which framework should the company prioritize?

   • AUse only the OECD AI Principles because they are endorsed by many countries.
   • BImplement the EU AI Act directly even though the company is not yet subject to it.
   • CAdopt the NIST AI RMF as the primary framework and align it with the EU AI Act's requirements.
   • DCreate a custom framework from scratch to avoid external standards.
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5. 9application · medium

   A manufacturing company is implementing an AI governance framework for the first time. Employees are resistant to change, and there is no formal training program. The company wants to ensure successful adoption of the framework. Which strategy should the company prioritize?

   • ADelay implementation until employees request it
   • BDevelop a change management plan that includes training and stakeholder engagement
   • CMandate immediate compliance without explanation
   • DHire external consultants to enforce the framework
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6. 10application · medium

   A university is developing an AI system to predict student dropout rates. The university has a data science team, a legal department, and an ethics committee. The system will use sensitive student data. The university wants to ensure that the system is developed and deployed responsibly. Which stakeholder should be responsible for reviewing the ethical implications of the system?

   • AData science team
   • BLegal department
   • CEthics committee
   • DUniversity administration
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