Identify AI Adoption Risks CAIPM Practice Questions (Page 3)

Questions 11–15

1. 11foundation · easy

   Which of the following is an example of a financial risk in AI adoption?

   • AThe AI model produces inaccurate predictions due to poor data quality
   • BEmployees resist using the new AI system, causing workflow disruption
   • CThe AI project exceeds its budget because of unexpected infrastructure costs
   • DThe AI system violates data privacy regulations
   Reveal Solution Discussion Select an answer first
2. 12foundation · easy

   Which of the following is an effective mitigation strategy for the risk of biased AI outcomes?

   • AIgnoring bias because it is difficult to detect
   • BConducting regular bias audits and using diverse training data
   • CLimiting the AI system's use to non-sensitive applications
   • DIncreasing the model's complexity to reduce bias
   Reveal Solution Discussion Select an answer first
4. 13expert · hard

   A hospital is implementing an AI system to assist nurses with patient monitoring. The nursing staff is already overworked and resistant to new technology. The hospital's IT department wants to deploy the system quickly, but the nursing union has raised concerns about workload and job security. Which approach best mitigates the operational risk while respecting the staff's concerns?

   • APostpone the AI project indefinitely to avoid any disruption.
   • BEngage the nursing staff and union in the design and rollout process, and provide training and support to ease the transition.
   • CLimit the AI system's use to a small group of volunteer nurses to avoid conflict.
   • DDeploy the system immediately and require nurses to use it, with disciplinary action for non-compliance.
   Reveal Solution Discussion Select an answer first
5. 14application · medium

   A retail company is implementing an AI system to forecast inventory demand. The system will rely on historical sales data, which is stored in multiple formats across different departments. The data includes missing values, duplicate records, and inconsistent product codes. The program manager is assessing technical risks. What is the most significant technical risk in this scenario?

   • AModel accuracy risk, because the model may not be suitable for the retail industry.
   • BSystem integration risk, because the AI system must connect to multiple departmental databases.
   • CPoor data quality, because the model's accuracy will be compromised if the training data is incomplete or inconsistent.
   • DInfrastructure limitations, because the AI system may require more computing power than the company currently has.
   Reveal Solution Discussion Select an answer first
6. 15foundation · easy

   Which of the following is a legal or compliance risk in AI adoption?

   • AThe AI system's decisions are not explainable
   • BThe AI system uses personal data in a way that violates privacy regulations
   • CThe AI model produces inaccurate results due to noisy data
   • DThe AI system causes workflow disruption
   Reveal Solution Discussion Select an answer first