Incident Response Management Specific to AI AAIA Practice Questions (Page 6)

Questions 26–30

1. 26expert · hard

   A cascading failure occurs when an AI model that controls a power grid's load balancing fails, causing a chain reaction that affects other dependent systems. The incident response team is activated. What is the MOST critical initial action?

   • AImmediately retrain the model with new data.
   • BNotify all stakeholders before taking any technical action.
   • CIsolate the failed model and its dependent systems to prevent further cascading failures.
   • DAnalyze the root cause before taking any action.
   Reveal Solution Discussion Select an answer first
2. 27foundation · easy

   Which of the following is a common classification dimension for AI incidents?

   • AThe age of the training data
   • BThe number of developers on the AI team
   • CSeverity and impact on AI systems
   • DThe programming language used to develop the model
   Reveal Solution Discussion Select an answer first
4. 28foundation · easy

   Which of the following is a technique used to detect adversarial attacks on AI models?

   • AIncreasing the model's learning rate
   • BRegularly rebooting the model server
   • CMonitoring model confidence scores for unusual patterns
   • DDeleting old training logs
   Reveal Solution Discussion Select an answer first
5. 29foundation · easy

   Which of the following is a regulatory requirement that may influence the prioritization of an AI incident?

   • AThe model's accuracy on the test set
   • BThe number of GPUs used for training
   • CData breach notification laws
   • DThe model's version number
   Reveal Solution Discussion Select an answer first
6. 30foundation · easy

   Which of the following is a key element of an AI incident communication plan?

   • ASpecifying the model's architecture
   • BListing all training data sources
   • CDescribing the model's hyperparameters
   • DDefining roles and responsibilities for communication
   Reveal Solution Discussion Select an answer first