1.3 Identify the Core Layers of the Gen AI Landscape and the Business Implications. GENERATIVE-AI-LEADER Practice Questions (Page 3)

Questions 11–15

1. 11foundation · easy

   What is an AI agent in the context of generative AI?

   • AA system that uses a model and tools to perform tasks with some degree of autonomy
   • BA type of infrastructure that provides GPU acceleration for model inference
   • CA model that is trained exclusively on a single, narrow dataset
   • DA platform for managing the lifecycle of machine learning models
   Reveal Solution Discussion Select an answer first
2. 12application · medium

   A multinational corporation wants to deploy a gen AI service that must comply with data residency regulations in multiple countries. Which infrastructure consideration is most critical?

   • AEncrypting all data at rest and in transit to satisfy compliance.
   • BUsing a single global region to simplify management and reduce costs.
   • CSelecting cloud regions in each country where data must reside.
   • DRelying on a private cloud with dedicated hardware in one location.
   Reveal Solution Discussion Select an answer first
4. 13expert · hard

   A media company wants to use gen AI to generate news articles automatically. They must balance speed with journalistic accuracy and legal liability. Which approach is most appropriate?

   • ARestrict gen AI to generating headlines only, avoiding full articles.
   • BUse gen AI to draft articles, but require human editors to fact-check and approve before publication.
   • CUse a small, specialized model that is less likely to hallucinate, eliminating the need for review.
   • DFully automate article generation with no human review to maximize speed.
   Reveal Solution Discussion Select an answer first
5. 14expert · hard

   A government agency wants to deploy a gen AI system for processing public records. They have strict security requirements and need to ensure the model is not exposed to unauthorized users. Which platform capability is most critical?

   • AA monitoring dashboard that tracks model accuracy.
   • BA high-performance GPU cluster to handle large volumes of records.
   • CA model hub that provides access to the latest foundation models.
   • DAn MLOps platform with role-based access control (RBAC) and audit logging.
   Reveal Solution Discussion Select an answer first
6. 15foundation · easy

   A company needs a model that generates legal documents with high accuracy and low latency for customer-facing queries. Which model type is most appropriate?

   • AA foundation model used directly without any adaptation
   • BA specialized model that is only capable of generating images
   • CA model that is not fine-tuned but has a larger context window
   • DA fine-tuned model trained on legal corpora
   Reveal Solution Discussion Select an answer first