2.2 Explain Prompting Techniques (iterative/sequential, Chained, Few‑shot) and Structures for Text, Image and Audio Generation AI-TECHNICAL-PRACTITIONER Practice Questions (Page 5)

Questions 21–25

1. 21expert · hard

   A film composer is using an audio generation model to create a soundtrack that evolves from a somber theme to a triumphant finale. They need the transition to be smooth and the overall piece to be cohesive. Which approach is most effective?

   • AGenerate the entire piece in one prompt with a description of the mood change.
   • BUse chained prompting: generate the somber theme, then a transition, then the triumphant finale, and combine them.
   • CIteratively refine the piece until it has the desired mood change.
   • DUse few-shot prompting with examples of somber and triumphant music.
   Reveal Solution Discussion Select an answer first
2. 22application · medium

   A technical writer is using a text generation model to draft a product description. The first draft is too formal and lacks key features. They want to improve the output without starting over. Which approach best aligns with iterative prompting?

   • ASubmit the same prompt again with a different random seed.
   • BUse a few-shot example of a formal product description and ask for a new draft.
   • CProvide feedback on the draft and ask the model to revise it, specifying the desired tone and missing features.
   • DStart a new conversation and write a completely different prompt from scratch.
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4. 23application · medium

   A student is using a text generation model to write an essay. The first draft has good ideas but poor organization. They want to improve the structure without losing the content. Which approach best uses iterative prompting?

   • AProvide a few examples of well-organized essays.
   • BAsk the model to reorganize the draft with clear headings and transitions.
   • CUse chained prompting to first generate an outline, then the essay.
   • DRegenerate the essay with a different prompt.
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5. 24application · medium

   A developer is using a text generation model to create a technical troubleshooting guide. The first output is too verbose and not structured as a step-by-step procedure. Which prompt structure would best address this?

   • AInclude a role, a clear instruction, and an output format specifying numbered steps.
   • BAsk the model to revise the output to be shorter.
   • CProvide a few examples of troubleshooting guides.
   • DUse a chained prompt to first generate a summary, then expand it.
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6. 25foundation · easy

   Which prompt is best structured for generating an image of a sunset?

   • AA sunset
   • BSunset, but make it look like a painting
   • CA vibrant sunset over the ocean, with orange and pink hues, in a photorealistic style, wide-angle composition
   • DGenerate a sunset image
   Reveal Solution Discussion Select an answer first