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October 8, 2025Journal of Experimental Psychology General8 citations

Unlocking creativity with artificial intelligence (AI): Field and experimental evidence on the Goldilocks (curvilinear) effect of human–AI collaboration.

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HHHsuan‐Che Huang

Key Points

  • Moderate human-AI collaboration significantly enhances creative performance compared to low or high collaboration levels.
  • The positive Goldilocks effect was evidenced by evaluations across human judges, business values, and AI assessments.
  • Experiments with 139 business professionals and surveys among 188 workers support the findings on creativity.
  • These insights suggest striking a balance in human-AI collaboration is crucial for optimizing creativity.

Abstract

Humans create artificial intelligence (AI), but can AI help humans create? Numerous studies show how AI enhances productivity; however, little is known about creativity-another aspect of performance that requires higher level problem-solving. To understand how AI affects the creative process, I conducted two experiments by assigning 139 business professionals and 319 working adults to collaborate in varying degrees with ChatGPT on an entrepreneurial challenge. In contrast to the well-documented positive correlation between AI usage and productivity and early studies suggesting the same for creativity, the present research shows a Goldilocks (curvilinear) effect: Moderate (vs. low or high) human-AI collaboration increases creative performance. This effect, holding across general creativity rated by human judges (either the crowdsourced public or specific trained individuals), business values by entrepreneurs, and AI-evaluated creativity, is explained by the generation of new diverse ideas (i.e., knowledge diversity) rather than problem restructuring during the brainstorming stage. I further replicate the Goldilocks phenomenon with multisource-multiwave surveys among workers in the creative industries (N = 188). Overall, these findings provide timely insights to the broader public regarding the effective approach to working with AI tools, such as ChatGPT, in daily and professional life. This research emphasizes the importance of striking the right balance-not too little, not too much-when working with AI technologies. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

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Cite This Study

Hsuan‐Che Huang (2025) studied this question.

synapsesocial.com/papers/68e5c1c36950a706b22b5bffhttps://doi.org/10.1037/xge0001838
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