Metaphor in
Prompt Engineering

Dr. Elias Vance
Dr. Elias Vance

Senior Researcher

45 min
Intermediate
AI Lesson Video
0:00 / 45 min

Learning Objectives

Apply metaphor analysis to identify which conceptual frames are activated by specific prompts

Design prompts using deliberate metaphorical framing to improve AI output quality

Test and measure the effects of metaphor activation on LLM reasoning and creativity

Identify and avoid unintended metaphor activation in high-stakes professional prompting

Using CMT to craft prompts that deliberately activate specific conceptual frames in AI models.

This lesson builds on the theoretical foundations established earlier in the module and extends your understanding of how cognitive-linguistic principles apply directly to modern AI systems.

Learning Objectives

Apply metaphor analysis to identify which conceptual frames are activated by specific prompts

Design prompts using deliberate metaphorical framing to improve AI output quality

Test and measure the effects of metaphor activation on LLM reasoning and creativity

Identify and avoid unintended metaphor activation in high-stakes professional prompting

Key Concepts

1

Apply metaphor analysis to identify which conceptual frames are activated by specific prompts

2

Design prompts using deliberate metaphorical framing to improve AI output quality

3

Test and measure the effects of metaphor activation on LLM reasoning and creativity

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