Managing Artificial Intelligence GSLC Practice Questions (Page 11)

Questions 51–55

1. 51foundation · easy

   What is a recommended approach to train staff for AI-related responsibilities?

   • AProviding role-based training on AI ethics, security, and operations
   • BProviding generic compliance training only
   • COffering no training and relying on on-the-job learning
   • DTraining only the IT department and no one else
   Reveal Solution Discussion Select an answer first
2. 52foundation · easy

   What is data poisoning in the context of AI model security?

   • AAn attack that corrupts the training data to cause the model to learn incorrect patterns
   • BA method to encrypt training data
   • CA technique to improve model accuracy by adding more data
   • DA process to clean data before training
   Reveal Solution Discussion Select an answer first
4. 53expert · hard

   An insurance company uses an AI model to set premiums. An audit reveals that the model produces higher premiums for a particular ethnic group, even though ethnicity is not a feature. The data science team argues that the model is fair because it does not use protected attributes. What is the most appropriate response?

   • AInvestigate proxy variables that correlate with ethnicity and adjust the model
   • BAccept the model because ethnicity is not a feature
   • CRemove all demographic data from the training set
   • DIncrease the model's complexity to hide the bias
   Reveal Solution Discussion Select an answer first
5. 54foundation · easy

   What is an ethical risk associated with AI systems that can lead to unfair treatment of certain groups?

   • ALack of scalability
   • BHigh computational cost
   • CModel overfitting
   • DBias in training data
   Reveal Solution Discussion Select an answer first
6. 55foundation · easy

   What is the first step in preparing for an AI-specific incident response?

   • AWaiting for an incident to occur
   • BShutting down all AI systems immediately
   • CDeleting all training data
   • DDeveloping an incident response plan that includes AI-specific scenarios
   Reveal Solution Discussion Select an answer first