Managing Artificial Intelligence GSLC Practice Questions (Page 6)

Questions 26–30

1. 26foundation · easy

   Which term describes an AI system that can reason about and improve its own decision-making processes over time?

   • ANatural language processing
   • BGenerative AI
   • CComputer vision
   • DSelf-learning AI
   Reveal Solution Discussion Select an answer first
2. 27expert · hard

   A social media company's AI content moderation system is found to be suppressing legitimate political speech. The issue is traced to a bias in the training data. The company faces public backlash and potential regulatory action. The incident response team must act quickly. Which response strategy is most balanced?

   • ARetrain the model without human review
   • BTemporarily disable the AI moderation and switch to human review while the bias is corrected
   • CDelete the AI system entirely
   • DKeep the AI running and issue a public apology
   Reveal Solution Discussion Select an answer first
4. 28application · medium

   A financial services firm deploys a machine learning model to approve credit card transactions. The model was trained on historical transaction data that included a period of unusually low fraud rates. Shortly after deployment, fraudsters discover they can manipulate the model's output by submitting transactions with specific combinations of amounts and merchant codes that were rare in the training data. The security team is asked to reduce this vulnerability. Which control would most directly address the identified weakness?

   • AEncrypt the model's API endpoints with TLS
   • BRetrain the model on a dataset that includes adversarial examples and recent fraud patterns
   • CImplement stricter access controls on the model's training data repository
   • DIncrease the frequency of model performance monitoring reports
   Reveal Solution Discussion Select an answer first
5. 29application · medium

   A company is planning to adopt AI for automating data entry tasks. The CEO is enthusiastic about the potential cost savings, but the operations manager is concerned about employee resistance and job displacement. Which strategy best addresses the organizational change management aspect?

   • AOffer early retirement packages to employees who might be displaced by the AI system.
   • BCommunicate the benefits of AI to employees and involve them in the design and implementation process.
   • CImplement the AI system quickly to minimize the time for resistance to build.
   • DKeep the AI implementation a secret until it is fully deployed to avoid speculation.
   Reveal Solution Discussion Select an answer first
6. 30expert · hard

   A security team is responsible for protecting an AI model that is used to detect malware. An attacker has been feeding carefully crafted files to the model to cause it to misclassify malware as benign. The team has identified the attack but needs to implement a mitigation. Which approach is most effective in defending against this type of adversarial attack?

   • ARestrict access to the model's API so that only internal users can submit files for analysis.
   • BImplement adversarial training by including adversarial examples in the training dataset and retraining the model.
   • CUse a simpler model that is less susceptible to adversarial examples.
   • DIncrease the model's sensitivity threshold so that it flags more files as malware.
   Reveal Solution Discussion Select an answer first