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Evaluating Pedagogical Approaches to Prompt Design
Imagine you are designing a corporate training program for employees who will use various large language models in their work. You are presented with two curriculum proposals. Proposal A focuses on providing a comprehensive library of specific, highly-optimized prompts for the company's current primary language model. Proposal B focuses on teaching a set of general principles and iterative techniques for crafting and refining prompts that can be adapted to any model. Evaluate the long-term effectiveness and scalability of each proposal. Which proposal would you recommend, and why?
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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
Evaluation in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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A new tech startup proposes to create a subscription service offering a large, static database of 'universally effective' prompts for common business tasks. They claim these prompts will work perfectly regardless of the language model a customer uses. Based on the nature of how different language models process instructions, what is the most significant and fundamental flaw in this business plan?
Curriculum Design for Prompt Engineering
Evaluating Pedagogical Approaches to Prompt Design