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Example of a Detailed Prompt for a Complex Topic
To elicit a comprehensive response from an LLM on a multifaceted topic such as climate change, it is effective to use a detailed and specific prompt. A good example would explicitly ask for an explanation of causes and effects, specify key impact areas like global temperatures, weather patterns, and sea levels, and also request a discussion on solutions and mitigation actions. This structured approach guides the model to generate a thorough output that covers all desired aspects of the topic.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
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Example of a Simple Prompt for Information Retrieval
Example of a Detailed Prompt for a Complex Topic
Audience Specification in Prompt Design
A user wants to generate a list of creative, healthy, and quick dinner ideas for a busy week. They provide the following initial instruction to a language model: 'Give me some dinner recipes.' The model returns a long, detailed recipe for a complex beef wellington that takes hours to prepare. Which of the following revised instructions best applies the principles of clarity and specificity to achieve the user's actual goal?
Critiquing and Refining a Vague Prompt
Analyzing a Failed Prompt for a Business Summary
A researcher provides a long, technical scientific paper to a language model with the instruction: 'Tell me what this paper is about.' The model responds with a list of keywords and technical terms found in the document. Which of the following statements best evaluates the reason for this undesirable output?
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A student needs to use an AI model to generate a summary about the causes of the Roman Empire's decline for a history paper. Consider the two prompts below:
- Prompt A: 'Tell me about the fall of the Roman Empire.'
- Prompt B: 'Analyze the primary factors contributing to the decline of the Western Roman Empire. Your summary should address economic instability, military overreach, and political corruption, providing a brief explanation for each factor.'
Which prompt is better designed to produce a comprehensive and structured response, and why?
Crafting a Comprehensive AI Prompt
Improving AI-Generated Research Summaries