AI Asset and Data Life Cycle Management AAISM Practice Questions (Page 2)

Questions 6–10

1. 6expert · hard

   A company is retiring a legacy AI model that was used for credit risk assessment. The model was trained on customer data that is subject to a 5-year regulatory retention period. The model has been in production for 4 years. The company is also migrating to a new cloud platform. What is the MOST appropriate retirement plan?

   • AArchive the model, its version, and the training data in a secure, accessible format for at least one more year, then dispose of them securely.
   • BDelete the model and all associated data immediately to reduce the attack surface during the cloud migration.
   • CAnonymize the training data and store it indefinitely for future model development.
   • DKeep the model running in a degraded mode during the migration to ensure availability.
   Reveal Solution Discussion Select an answer first
2. 7foundation · easy

   What is data lineage in the context of AI?

   • AThe method of encrypting data at rest
   • BThe process of deleting data after a model is retired
   • CThe record of the origin, transformation, and movement of data used in AI models
   • DThe technique of sampling data for model training
   Reveal Solution Discussion Select an answer first
4. 8foundation · easy

   What is the PRIMARY purpose of data life cycle management in the context of AI?

   • ATo automatically generate data for model testing
   • BTo increase the volume of data collected for AI training
   • CTo ensure data is handled appropriately from collection to deletion
   • DTo eliminate the need for data privacy regulations
   Reveal Solution Discussion Select an answer first
5. 9foundation · easy

   What is the PRIMARY purpose of classifying AI assets based on criticality, sensitivity, and regulatory impact?

   • ATo determine the exact cost of each AI asset for financial reporting
   • BTo automatically delete low-priority AI assets from the inventory
   • CTo ensure all AI assets are treated identically in terms of security controls
   • DTo prioritize governance efforts and allocate resources to the most important assets
   Reveal Solution Discussion Select an answer first
6. 10foundation · easy

   Which of the following is an appropriate action during AI asset decommissioning?

   • AIgnoring the asset's dependencies
   • BSecurely deleting training data that is no longer needed
   • CMoving the model to a production server
   • DLeaving the model accessible to all users
   Reveal Solution Discussion Select an answer first