Improving an AI Financial Analyst Tool
Given the following scenario, identify the most likely reason for the AI's poor performance and propose a specific, actionable change to its instructions to mitigate the issue.
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Ch.5 Inference - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Ch.3 Prompting - Foundations of Large Language Models
Application in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
Related
A user wants a large language model to solve a complex logic puzzle that requires several steps of deduction. Consider the two prompts below:
Prompt 1: "Here is a logic puzzle. What is the final answer? [Puzzle details follow]"
Prompt 2: "Here is a logic puzzle. Before providing the final answer, work through the puzzle step-by-step and explain your reasoning. [Puzzle details follow]"
What is the most likely outcome of using Prompt 2 compared to Prompt 1 for this type of task?
Improving a Prompt for a Calculation Task
Example of an Enhanced Role-Playing Prompt for Mathematical Reasoning
Improving an AI Financial Analyst Tool