AI Governance CAIPM Practice Questions (Page 2)

Questions 6–10

1. 6application · medium

   A large enterprise is establishing an AI governance structure. The CEO wants clear accountability for AI decisions and risks. The program manager must define roles and responsibilities. Which role assignment is most effective?

   • ACreate a single AI ethics officer role with sole responsibility for all AI decisions.
   • BAssign an AI governance committee with representatives from legal, risk, data science, and business units, chaired by a Chief AI Officer.
   • COutsource AI governance to an external consulting firm without internal involvement.
   • DDelegate all AI governance decisions to the data science team.
   Reveal Solution Discussion Select an answer first
2. 7foundation · easy

   What is the primary purpose of auditing an AI system?

   • ATo evaluate whether the AI system operates as intended and complies with relevant policies, regulations, and ethical standards
   • BTo increase the speed of the AI system's predictions
   • CTo train the AI model on new data
   • DTo replace the AI system with a newer version
   Reveal Solution Discussion Select an answer first
4. 8expert · hard

   A global technology company is developing an AI system for hiring. The company operates in multiple jurisdictions, including the EU, the US, and Asia. The legal team is concerned about compliance with the EU AI Act and local anti-discrimination laws. The company wants to adopt a single governance framework that can be applied globally. Which approach is most appropriate?

   • ARely on the company's existing corporate social responsibility policies
   • BUse the EU AI Act as the global standard because it is the most stringent
   • CAdopt the NIST AI Risk Management Framework as a baseline and supplement with local regulatory requirements
   • DCreate a separate governance framework for each jurisdiction
   Reveal Solution Discussion Select an answer first
5. 9application · medium

   A healthcare organization is deploying an AI system to prioritize patient triage. The compliance team requires that the system's decisions be explainable to regulators and that the organization can demonstrate how risks such as bias are being managed. The program manager must select a governance framework to guide this deployment. Which framework should the program manager choose?

   • AThe OECD AI Principles, because they are legally binding and mandate specific technical controls for bias mitigation.
   • BThe IEEE Ethically Aligned Design framework, because it focuses exclusively on technical bias detection algorithms.
   • CThe EU AI Act, because it is a voluntary framework that provides step-by-step implementation guidance for any organization.
   • DThe NIST AI Risk Management Framework, because it provides a structured process for identifying, assessing, and managing AI risks while supporting transparency and accountability.
   Reveal Solution Discussion Select an answer first
6. 10foundation · easy

   Which of the following is a common technique used to mitigate bias in AI systems during the model development phase?

   • ALimiting the model to use only structured data
   • BUsing diverse and representative training data
   • CRemoving all sensitive attributes from the dataset
   • DIncreasing the model's complexity to capture more patterns
   Reveal Solution Discussion Select an answer first