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Fear and Awe: Making Sense of Generative AI Through Metaphor Cover

Fear and Awe: Making Sense of Generative AI Through Metaphor

Open Access
|Aug 2025

Figures & Tables

Table 1

Participant Groups and Characteristics.

WORKSHOPPARTICIPANTSDESCRIPTIONNUMBER
1Educational Support StaffEducation academics, learning designers, project officers, and media producers.15
2StudentsBusiness students from various disciplines.3
3Academic staffAcademics and members of a research group focused on business education.10
jime-2025-1-972-g1.png
Figure 1

A sample of the participants’ metaphors during the coding process.

Table 2

Categories of metaphors used to describe Generative AI, with definitions and examples.

CATEGORYDEFINITIONSAMPLE METAPHORS
FunctionsMetaphors that conceptualise GenAI in terms of its tasks and practical capabilities as tools or materials.Swiss army knife, bricks and mortar, ideas generator.
RolesMetaphors that position GenAI in human-like relationships and social positions.Helper, study buddy, frenemy.
QualitiesMetaphors that describe GenAI’s characteristics, particularly its unknowable, unreliable, or magical nature.Black box, outer planet, slippery slope.
AgencyMetaphors that attribute volition, intention, or autonomous action to GenAI, often expressing concerns about control and power.Competitor, invader, sinister robot.
DOI: https://doi.org/10.5334/jime.972 | Journal eISSN: 1365-893X
Language: English
Submitted on: Dec 12, 2024
Accepted on: May 27, 2025
Published on: Aug 26, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Carmen Vallis, Stephanie Wilson, Alison Casey, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.