AWS AIF-C01

Prompt Engineering

12 of 60 questions in the app

Building blocks of a prompt

  1. Which part of a prompt tells the model what to do? Easy
  2. What is context in a prompt for? Easy
  3. What is a negative prompt? Easy
  4. What is a system prompt used for? Easy

Techniques

  1. What characterises zero-shot prompting? Easy
  2. What is few-shot prompting? Easy
  3. How many examples does a one-shot prompt contain? Easy
  4. What does chain-of-thought prompting do? Easy

Techniques

  1. A model is to sort customer emails into a company-specific scheme of five categories that it cannot know. Which technique helps most directly? Medium
  2. For which tasks does chain-of-thought prompting typically bring the most benefit? Medium

Techniques

  1. A model is to calculate reimbursements from insurance cases and return the result as JSON. The calculation is often wrong, but the format is right. Which changes are most promising? Hard
  2. A team asks a model for summaries in the style of an internal format that is hard to describe but easy to recognise from examples. Zero-shot gives inconsistent results. What is the next sensible step? Hard

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