AI Asset and Data Life Cycle Management AAISM Practice Questions (Page 7)

Questions 31–35

1. 31foundation · easy

   Which of the following is an activity in the AI model life cycle management process?

   • AWriting marketing copy for the model
   • BMonitoring model performance in production
   • CConducting employee satisfaction surveys
   • DDesigning the company logo
   Reveal Solution Discussion Select an answer first
2. 32foundation · easy

   What is the PRIMARY reason for implementing data privacy measures in AI systems?

   • ATo increase the accuracy of AI models
   • BTo reduce the size of training datasets
   • CTo comply with privacy regulations and organizational policies
   • DTo speed up model inference
   Reveal Solution Discussion Select an answer first
4. 33expert · hard

   A healthcare company is developing an AI model to predict patient outcomes. The model uses data from multiple sources: electronic health records (EHRs), wearable device data, and patient-reported outcomes. The company must comply with HIPAA and GDPR. The data science team wants to store all data in a single data lake for model training. The privacy officer is concerned about the different retention requirements for different data types. What is the MOST appropriate data life cycle management strategy?

   • AStore all data in the data lake but restrict access to the data science team only.
   • BDelete all wearable device data because it is not directly related to patient care.
   • CStore all data in the data lake with a single, uniform retention period to simplify management.
   • DImplement a data governance framework that classifies data by type and applies specific retention, privacy, and access controls to each category.
   Reveal Solution Discussion Select an answer first
5. 34application · medium

   A company is decommissioning an AI model that was used to analyze customer support transcripts. The transcripts contain personal data. The company's data retention policy requires that personal data be deleted when it is no longer needed. What is the MOST secure method to dispose of the data?

   • AAnonymize the transcripts by removing names and email addresses.
   • BDelete the files containing the transcripts from the storage system.
   • CMove the transcripts to an archive folder and restrict access to the legal department.
   • DOverwrite the storage media with a recognized data sanitization standard, such as cryptographic erasure or physical destruction.
   Reveal Solution Discussion Select an answer first
6. 35foundation · easy

   Which of the following is an example of an AI asset that should be included in an organization's AI asset inventory?

   • AA network firewall configuration used to secure the data center
   • BA trained machine learning model that predicts customer churn
   • CA corporate policy document outlining AI ethics guidelines
   • DA customer relationship management (CRM) system used for sales tracking
   Reveal Solution Discussion Select an answer first