AI Incident Response, BIA, Business Continuity, and Disaster Recovery AAIR Practice Questions (Page 2)

Questions 6–10

1. 6application · medium

   A hospital uses an AI system to prioritize patient triage in the emergency department. The system is dependent on a third-party cloud service for real-time data feeds. During a business impact analysis (BIA), what is the MOST critical factor to assess for this AI system?

   • AThe financial cost of the cloud service subscription.
   • BThe age of the AI model and its training data.
   • CThe potential impact on patient safety and care if the system becomes unavailable.
   • DThe number of data scientists required to maintain the system.
   Reveal Solution Discussion Select an answer first
2. 7application · medium

   An e-commerce company's product recommendation AI relies on a third-party API for real-time inventory data. The API provider experiences an outage. The AI continues to run but uses stale inventory data, leading to customers ordering out-of-stock items. What is the MOST significant dependency risk in this scenario?

   • AThe AI system is unavailable to users because the API is down.
   • BThe AI system produces incorrect outputs because it depends on the third-party API for critical data.
   • CThe AI system's infrastructure is compromised by the API outage.
   • DThe AI model's accuracy degrades because it is not retrained frequently.
   Reveal Solution Discussion Select an answer first
4. 8foundation · easy

   Which disaster recovery strategy involves maintaining a redundant AI model that is ready to take over immediately if the primary model fails?

   • AFailover
   • BData replication
   • CManual restart
   • DBackup
   Reveal Solution Discussion Select an answer first
5. 9foundation · easy

   An attacker deliberately introduces malicious samples into an AI model's training data to cause it to misclassify inputs. Which type of AI-specific incident does this describe?

   • AAdversarial attack
   • BData drift
   • CModel poisoning
   • DUnintended bias
   Reveal Solution Discussion Select an answer first
6. 10application · medium

   A financial institution runs a real-time credit-scoring model that is critical to its lending operations. The model is deployed on-premises and depends on a proprietary feature store. To meet a recovery time objective (RTO) of 15 minutes, which disaster recovery strategy is MOST appropriate?

   • AA warm standby environment with the model and feature store replicated and ready to activate.
   • BA cold standby environment with backups stored offsite.
   • CA pilot light environment with only the core infrastructure running.
   • DA multi-site active-active deployment with load balancing across two data centers.
   Reveal Solution Discussion Select an answer first