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An example of a prompt used to generate an initial response from a Large Language Model, which serves as the first step in a self-refinement or feedback generation process, is: 'Generate a response to the question: “What are some major environmental concerns today?”'. This initial query is designed to produce a baseline answer that can subsequently be evaluated and improved.

Example of a Prompt to Generate an Initial Response for Self-Refinement

A developer is building a system where a language model first generates a response and then iteratively improves it. The goal of the *initial* prompt is to produce a comprehensive first draft that provides a solid foundation for later refinement. Which of the following prompts is LEAST effective for this purpose?

You are designing an AI-powered tool to help students generate outlines for history essays. The tool's process involves generating a first draft of an outline and then iteratively improving it based on feedback. Your task is to create the *initial* prompt for the language model.

Formulating an Initial Prompt for an AI Writing Assistant

A chatbot is designed to help users brainstorm creative writing ideas. It operates in two stages: first, it generates a baseline list of ideas, and second, it refines that list. Given the user's request, 'I want to write a fantasy story about a reluctant hero,' your task is to craft the initial prompt for the language model. This prompt should aim to produce a solid first draft of ideas for the subsequent refinement stage. Provide the prompt you would use.

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