Use Case Evaluation CAIPM Practice Questions (Page 2)

Questions 6–10

1. 6foundation · easy

   In risk assessment for AI use cases, what does 'technical risk' primarily refer to?

   • AThe risk of negative public perception of the AI system
   • BThe risk of legal penalties for non-compliance with regulations
   • CThe possibility that the AI model cannot be built or achieve required performance
   • DThe risk that employees may resist using the new system
   Reveal Solution Discussion Select an answer first
2. 7expert · hard

   A manufacturing company is evaluating an AI use case for predictive maintenance. The company has the necessary data and technology, but the required data scientists are currently working on a higher-priority project. The program manager must decide whether to proceed. What is the most appropriate decision?

   • AReject the use case because the data scientists are not available.
   • BEvaluate the cost and timeline of hiring or reprioritizing before making a decision.
   • CProceed with the use case and hire additional data scientists to support it.
   • DProceed with the use case and delay the start until the data scientists are available.
   Reveal Solution Discussion Select an answer first
4. 8application · medium

   A university is evaluating an AI system that predicts student dropout rates. The system will affect students, faculty, and administrative staff. The university's strategic goal is to improve student success. Which stakeholder impact should be considered most important?

   • AAdministrative staff may need to manage new data systems
   • BStudents may receive early interventions that improve their chances of graduating
   • CThe university's reputation may improve if dropout rates decrease
   • DFaculty may need to change their teaching methods based on AI insights
   Reveal Solution Discussion Select an answer first
5. 9application · medium

   An insurance company wants to implement an AI system for automated claims processing. The company has abundant historical claims data and a strong IT infrastructure, but it lacks data scientists with experience in natural language processing (NLP). The program manager must decide whether to proceed. What is the most appropriate assessment?

   • AProceed because the data and technology are the most critical resources, and talent can be outsourced.
   • BAssess whether the NLP talent gap can be filled through hiring, training, or partnerships before making a decision.
   • CDefer the use case until the NLP talent gap is addressed, as the lack of skilled personnel is a critical resource constraint.
   • DProceed because the data and technology are available, and the talent gap can be filled by training existing staff.
   Reveal Solution Discussion Select an answer first
6. 10expert · hard

   A bank is considering an AI system for credit scoring. The system will use historical loan data, which may contain biases against certain demographic groups. The bank's strategic goal is to expand financial inclusion. The AI program manager must decide how to proceed. Which of the following is the most appropriate action?

   • AReject the use case entirely because of the bias risk
   • BUse the system only for non-sensitive decisions to avoid bias
   • CImplement the system but monitor for bias and adjust the model as needed
   • DProceed with the system as-is, because it will speed up loan decisions
   Reveal Solution Discussion Select an answer first