3.2 Describe Prompt Engineering Techniques and How They Drive Better Results. GENERATIVE-AI-LEADER Practice Questions (Page 1)

Questions 1–5

1. 1expert · hard

   A financial analysis firm wants to use an LLM to answer complex questions about market trends. The questions require both reasoning and access to real-time market data. The firm has an API for market data. They want the model to provide accurate, well-reasoned answers. Which technique should they use?

   • AUse few-shot prompting with examples of market analysis.
   • BUse role prompting to have the model act as a financial analyst.
   • CUse chain-of-thought prompting to reason through the question.
   • DUse ReAct prompting to reason and call the market data API.
   Reveal Solution Discussion Select an answer first
2. 2foundation · easy

   What is chain-of-thought prompting?

   • AEncouraging the model to reason step-by-step before giving the final answer
   • BProviding the model with a sequence of examples
   • CAssigning a role to the model to guide its reasoning
   • DBreaking a task into multiple prompts
   Reveal Solution Discussion Select an answer first
4. 3application · medium

   A marketing team wants to use an LLM to generate product descriptions for a new line of eco-friendly water bottles. They have one well-written description from a previous product that they really like. They want the model to mimic that style for the new products. Which prompting technique should they use?

   • AUse one-shot prompting by providing the liked description as an example.
   • BUse few-shot prompting with multiple examples from different products.
   • CUse chain-of-thought prompting to reason about the product features.
   • DUse zero-shot prompting and describe the desired style in words.
   Reveal Solution Discussion Select an answer first
5. 4foundation · easy

   What is ReAct prompting?

   • AA technique that assigns a role to the model
   • BA technique that combines reasoning and acting, allowing the model to use external tools
   • CA technique that provides multiple examples to guide the model
   • DA technique that breaks a task into sequential prompts
   Reveal Solution Discussion Select an answer first
6. 5foundation · easy

   What is prompt chaining?

   • AEncouraging the model to reason step-by-step within a single prompt
   • BAssigning a role to the model to guide its responses
   • CProviding the model with multiple examples in a single prompt
   • DBreaking a complex task into a sequence of prompts where the output of one becomes the input of the next
   Reveal Solution Discussion Select an answer first