Essay

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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Updated 2025-10-06

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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