AI Asset and Data Life Cycle Management AAISM Practice Questions (Page 8)

Questions 36–40

1. 36foundation · easy

   Why is data provenance important for AI systems?

   • AIt provides transparency and auditability of data used in models
   • BIt increases the speed of model training
   • CIt reduces the need for data storage
   • DIt automatically removes bias from AI models
   Reveal Solution Discussion Select an answer first
2. 37foundation · easy

   Why is model versioning important in AI governance?

   • AIt supports auditing, rollback, and continuous improvement
   • BIt reduces the need for data governance
   • CIt automatically improves model accuracy
   • DIt eliminates the risk of model bias
   Reveal Solution Discussion Select an answer first
4. 38foundation · easy

   Which of the following is a core principle of data governance for AI?

   • AData quality
   • BData velocity
   • CData variety
   • DData quantity
   Reveal Solution Discussion Select an answer first
5. 39application · medium

   A large e-commerce company has multiple teams that independently develop and deploy recommendation models. During an internal audit, the auditors find that they cannot determine which version of a model was in production on a specific date, nor who was responsible for it. What is the MOST critical missing capability that led to this audit finding?

   • AA policy requiring all models to be deployed to a single production environment.
   • BA data retention policy for the training datasets used by the models.
   • CA more rigorous model testing process before deployment.
   • DA centralized AI asset inventory that tracks model versions, ownership, and deployment history.
   Reveal Solution Discussion Select an answer first
6. 40foundation · easy

   Which of the following is an example of a control that supports AI asset compliance?

   • ARegular access reviews for AI systems
   • BUsing a single password for all AI systems
   • CDisabling audit logs to save storage
   • DAllowing unrestricted access to all AI models
   Reveal Solution Discussion Select an answer first