AI Incident Response, BIA, Business Continuity, and Disaster Recovery AAIR Practice Questions (Page 6)

Questions 26–30

1. 26foundation · easy

   A fraud-detection model begins to produce an increasing number of false positives because the characteristics of legitimate transactions have shifted gradually over several months. Which AI-specific incident type best describes this situation?

   • AAdversarial attack
   • BModel poisoning
   • CUnintended bias
   • DData drift
   Reveal Solution Discussion Select an answer first
2. 27foundation · easy

   Which type of test involves actually executing the disaster recovery procedures, such as restoring an AI model from backup, to verify they work?

   • AWalkthrough
   • BFull-scale test
   • CChecklist review
   • DTabletop exercise
   Reveal Solution Discussion Select an answer first
4. 28foundation · easy

   Which element is typically included in a business continuity plan for an AI system?

   • AThe historical performance metrics of the model
   • BThe model's hyperparameter tuning results
   • CA list of alternative data sources to use if the primary data source is unavailable
   • DThe names of the data scientists who trained the model
   Reveal Solution Discussion Select an answer first
5. 29foundation · easy

   What is the primary purpose of a Business Impact Analysis (BIA) for an AI system?

   • ATo monitor the ongoing performance of an AI model
   • BTo identify the technical root cause of an AI system malfunction
   • CTo design the architecture for a new AI system
   • DTo determine the financial and operational consequences of an AI system failure
   Reveal Solution Discussion Select an answer first
6. 30expert · hard

   A media company runs an AI system that generates personalized content recommendations. The system is deployed in a single cloud region and uses a large dataset stored in a cloud object storage service. The company's disaster recovery plan requires a recovery point objective (RPO) of 15 minutes and a recovery time objective (RTO) of 1 hour. The company is considering replicating the data to a second region. What is the MOST critical consideration for meeting the RPO?

   • AThe second region must have the same cloud provider to ensure compatibility.
   • BThe second region must be in a different country to meet data residency requirements.
   • CThe replication method must be synchronous to ensure no data loss beyond the RPO.
   • DThe AI model must be retrained in the second region.
   Reveal Solution Discussion Select an answer first