AI Implementation, Maintenance, and Decommissioning AAIR Practice Questions (Page 5)

Questions 21–25

1. 21application · medium

   A company is decommissioning an AI system that was used for employee performance prediction. The system is integrated with the HR system and stores employee data. The company wants to ensure that the decommissioning is done securely and that employee data is not exposed. Which action should be included in the decommissioning execution?

   • ATransfer all employee data to a backup server for future reference.
   • BKeep the system running until all employees are notified.
   • CSecurely delete all model artifacts and temporary files that may contain employee data.
   • DDisable user access to the system but leave the data in place.
   Reveal Solution Discussion Select an answer first
2. 22application · medium

   A healthcare organization is planning to implement an AI system that triages radiology images. The implementation plan must include a validation phase that compares the model's performance against the current standard of care. The organization has a limited budget and needs to minimize disruption to clinical workflows. Which approach should the implementation plan prioritize?

   • ARun a retrospective validation using historical imaging data and documented outcomes, then deploy the model directly into production.
   • BDeploy the model in a shadow mode alongside the existing radiology workflow, collecting performance data for a defined period before full activation.
   • CImmediately deploy the model as a decision-support tool, relying on post-implementation monitoring to identify and correct any performance gaps.
   • DConduct a randomized controlled trial where the model's recommendations are used for half of the patients and standard care for the other half.
   Reveal Solution Discussion Select an answer first
4. 23application · medium

   After decommissioning an AI system, an organization is conducting a post-decommissioning review. The review team finds that some data was retained longer than the retention policy allowed. What should the review team do?

   • AReport the finding to the data protection authority only.
   • BDelete the retained data immediately without documenting the issue.
   • CDocument the finding and recommend corrective actions, such as updating the retention policy or improving data deletion procedures.
   • DIgnore the finding because the system is already decommissioned.
   Reveal Solution Discussion Select an answer first
5. 24foundation · easy

   Which activity is typically part of the AI system deployment process?

   • ADisabling version control to simplify the codebase
   • BDeleting all training data to free up storage
   • CSkipping user acceptance testing to accelerate the timeline
   • DConducting a pilot or canary release to test the model in a controlled production subset
   Reveal Solution Discussion Select an answer first
6. 25foundation · easy

   What is the primary purpose of a post-decommissioning review?

   • ATo capture lessons learned and improve future processes
   • BTo increase the system's performance
   • CTo market the system to new customers
   • DTo restart the decommissioned system
   Reveal Solution Discussion Select an answer first