Publication Type
Journal Article
Version
publishedVersion
Publication Date
8-2024
Abstract
The emergence of generative AI technologies has led to an increasing number of people collaborating with AI to produce creative works. Across two experimental studies, in which we carefully designed and programmed state-of-the-art human–AI interfaces, we examine how the design of generative AI systems influences human creativity (poetry writing). First, we find that people were most creative when writing a poem on their own, compared to first receiving a poem generated by an AI system and using sophisticated tools to edit it (Study 1). Following this, we demonstrate that this creativity deficit dissipates when people co-create with—not edit—AI and establish creative self-efficacy as an important mechanism in this process (Study 2). Thus, our findings indicate that people must occupy the role of a co-creator, not an editor, to reap the benefits of generative AI in the production of creative works.
Keywords
Creativity, Co-creation, Artificial intelligence, Self-efficacy
Discipline
Artificial Intelligence and Robotics | Creative Writing | Organizational Behavior and Theory
Research Areas
Organisational Behaviour and Human Resources
Publication
Scientific Reports
Volume
14
Issue
1
First Page
1
Last Page
11
ISSN
2045-2322
Identifier
10.1038/s41598-024-69423-2
Publisher
Nature Research
Citation
MCGUIRE, Jack; DE CREMER, David; and VAN DE CRUYS, Tim.
Establishing the importance of co-creation and self-efficacy in creative collaboration with artificial intelligence. (2024). Scientific Reports. 14, (1), 1-11.
Available at: https://ink.library.smu.edu.sg/lkcsb_research/7835
Copyright Owner and License
Authors-NC-ND
Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.1038/s41598-024-69423-2
Included in
Artificial Intelligence and Robotics Commons, Creative Writing Commons, Organizational Behavior and Theory Commons