1.3 Identify the Core Layers of the Gen AI Landscape and the Business Implications. GENERATIVE-AI-LEADER Practice Questions (Page 5)

Questions 21–25

1. 21foundation · easy

   Which of the following is an example of a generative AI application?

   • AA spreadsheet that calculates financial projections
   • BA network firewall that filters traffic
   • CA chatbot that answers customer questions using a language model
   • DA database that stores customer records
   Reveal Solution Discussion Select an answer first
2. 22expert · hard

   A company wants to build a virtual assistant that can answer questions about its internal policies and also perform actions like submitting expense reports. They have a large corpus of policy documents. Which combination of model and agent design is most effective?

   • AUse a large general model without any additional context to answer questions.
   • BUse a foundation model with retrieval-augmented generation (RAG) to answer policy questions, and integrate tools for expense submission.
   • CFine-tune a model on the policy documents and use it for both answering and actions.
   • DCreate a rule-based system that matches questions to policy sections and uses a separate script for expense submission.
   Reveal Solution Discussion Select an answer first
4. 23application · medium

   A media company is deploying a large language model for real-time content moderation across millions of user posts. They expect traffic to spike unpredictably during viral events. Which infrastructure approach best balances cost and scalability for this workload?

   • AProvision a fixed cluster of GPU servers sized for peak traffic to ensure consistent performance.
   • BRely on CPU-based servers for all inference to reduce cost, accepting higher latency.
   • CUse a serverless or autoscaling inference service that scales compute with demand and charges per request.
   • DStore all user posts in a cold storage tier to reduce data costs and run batch inference daily.
   Reveal Solution Discussion Select an answer first
5. 24expert · hard

   A large enterprise wants to deploy multiple gen AI applications (chatbots, document summarization, code generation) across different departments. They need centralized governance, version control, and cost tracking. What is the best platform approach?

   • ALet each department choose its own tools and models independently.
   • BUse a single foundation model for all applications to simplify management.
   • CEstablish a central AI platform team that provides shared infrastructure, model catalogs, and MLOps pipelines.
   • DOutsource all gen AI development to external vendors.
   Reveal Solution Discussion Select an answer first
6. 25application · medium

   A healthcare provider is considering a gen AI application to draft patient education materials. What is the most important business implication they must address before deployment?

   • AEnsuring the model is hosted on the provider's own servers to avoid cloud costs.
   • BImplementing a human review process to verify medical accuracy and compliance with regulations.
   • CChoosing the largest available model to maximize content quality.
   • DAutomating the entire content generation process to reduce staff workload.
   Reveal Solution Discussion Select an answer first