AI Foundations and Technology Ecosystem CRAGE Practice Questions (Page 8)

Questions 36–40

1. 36application · medium

   A financial institution is deploying a credit-scoring model. After deployment, the model's performance degrades over six months because customer behavior shifts. The data science team retrains the model monthly with new data. Which lifecycle stage is the team actively performing?

   • ADeployment
   • BData preparation
   • CDesign and development
   • DMonitoring and maintenance
   Reveal Solution Discussion Select an answer first
2. 37expert · hard

   A multinational corporation is deploying an AI HR system to screen job applicants. The system uses facial analysis during video interviews. The company operates in multiple countries with varying regulations on biometric data. Which stakeholder group is most critical to involve early in the design process?

   • ACompetitors to benchmark the system
   • BLegal and compliance teams from each operating region
   • CMarketing team to promote the system
   • DShareholders for investment decisions
   Reveal Solution Discussion Select an answer first
4. 38application · medium

   A startup is building a natural language processing model to analyze customer reviews. They have a large dataset and plan to use a cloud-based machine learning platform that provides pre-built algorithms and scalable compute. Which ecosystem component is the cloud platform primarily providing?

   • AData and algorithms
   • BSoftware and platforms
   • CHardware and data
   • DAlgorithms and stakeholders
   Reveal Solution Discussion Select an answer first
5. 39expert · hard

   A multinational corporation is deploying an AI system for employee performance evaluation. The system uses data from multiple countries with different labor laws and cultural norms. Which governance approach is most appropriate?

   • AEstablish a global governance framework with local adaptations to comply with regional laws and cultural expectations.
   • BLet each country's office develop its own policy independently.
   • CDefer all governance decisions to the headquarters' legal team.
   • DUse a single global policy to ensure uniformity across all regions.
   Reveal Solution Discussion Select an answer first
6. 40application · medium

   A city government is implementing an AI system to prioritize road maintenance based on pothole reports and traffic data. The project team includes civil engineers, data scientists, and procurement officers. Which stakeholder group is most likely to be directly affected by the system's decisions but is not currently represented?

   • ASoftware vendors
   • BData annotation workers
   • CRegulatory compliance officers
   • DResidents and road users
   Reveal Solution Discussion Select an answer first