Manage Accountability Documentation and Audit Trail PMI-CPMAI Practice Questions (Page 6)

Questions 26–29

1. 26expert · hard

   A company's AI governance team is preparing its annual accountability report for regulators. The report must include evidence of compliance with the company's AI ethics policy, which requires that all models undergo a fairness review. The team has records of fairness reviews for most models, but one model was deployed without a documented review. What should the team do?

   • AConduct a retrospective fairness review of the model and document it as a post-deployment review, noting the gap in the original process.
   • BState in the report that all models have undergone fairness reviews, without mentioning the gap.
   • CRemove the model from production until a fairness review is completed.
   • DOmit the model from the report to avoid highlighting the missing review.
   Reveal Solution Discussion Select an answer first
2. 27application · medium

   A medical device manufacturer is required by regulators to maintain a chain of custody for all training and test data used in their AI-based diagnostic tool. The data is stored in a cloud data lake. What is the most important element to include in the chain of custody records?

   • AThe IP addresses of all servers that host the data.
   • BA detailed log of every access, modification, and transfer of the data, including timestamps and user identities.
   • CThe names of the data scientists who worked on the project.
   • DThe version of the cloud storage service used.
   Reveal Solution Discussion Select an answer first
4. 28foundation · easy

   Which practice is a key component of version control for AI training processes?

   • AStoring only the final trained model and discarding intermediate versions
   • BKeeping all training data in a single unversioned folder to simplify access
   • CUsing a shared network drive without change tracking for all model files
   • DTagging each training run with a unique version identifier and recording the exact code and data used
   Reveal Solution Discussion Select an answer first
5. 29foundation · easy

   What does 'chain of custody' for training and test data primarily ensure?

   • AThat the data is labeled correctly for supervised learning
   • BThat the data has not been altered or tampered with and its origin is traceable
   • CThat the data is stored in the cloud for easy access
   • DThat the data is encrypted at rest and in transit
   Reveal Solution Discussion Select an answer first