AI Foundations and Technology Ecosystem CRAGE Practice Questions (Page 6)

Questions 26–30

1. 26foundation · easy

   Which of the following groups are typically considered stakeholders in AI governance?

   • AOnly the executives of the company deploying the AI.
   • BOnly the customers who purchase the AI product.
   • COnly the engineers who build the AI models.
   • DDevelopers, end users, regulators, and affected communities.
   Reveal Solution Discussion Select an answer first
2. 27application · medium

   A healthcare startup is building a system to detect diabetic retinopathy from retinal images. The team has a labeled dataset of 50,000 images and access to a GPU cluster. They plan to use a pre-trained convolutional neural network and fine-tune it on their data. Which combination of ecosystem components is the team primarily relying on?

   • ASoftware platforms, data, and stakeholders
   • BAlgorithms, platforms, and stakeholders
   • CHardware, software, and platforms
   • DData, algorithms, and hardware
   Reveal Solution Discussion Select an answer first
4. 28expert · hard

   A logistics company wants to deploy an AI system for real-time route optimization. They have a large fleet of vehicles and need to process GPS data continuously. The team is considering using edge computing on vehicles versus cloud-based processing. Which factor is most critical for this decision?

   • ALatency requirements for real-time decisions
   • BAvailability of GPUs in the cloud
   • CCost of cloud storage
   • DData privacy regulations
   Reveal Solution Discussion Select an answer first
5. 29application · medium

   An e-commerce company has developed a recommendation system. Before full deployment, they test it on a small subset of users to measure click-through rates and user satisfaction. Which lifecycle stage does this testing represent?

   • AData collection
   • BDeployment
   • CMonitoring
   • DEvaluation
   Reveal Solution Discussion Select an answer first
6. 30application · medium

   A hospital is deploying an AI system to predict patient readmission risk. The system will be used by doctors and nurses. Which stakeholders should be involved in the deployment and monitoring phases?

   • AOnly external auditors, because they ensure compliance.
   • BOnly the AI development team, because they built the system.
   • CClinicians (doctors/nurses), IT support, and the AI development team.
   • DOnly hospital administrators, because they manage the budget.
   Reveal Solution Discussion Select an answer first