CreAItive Collaboration? Users' Misjudgment of AI-Creativity Affects Their Collaborative Performance
Mia Magdalena Bangerl, Leonie Disch, Tamara David, Viktoria Pammer-Schindler
摘要
How does generative AI affect collaborative creative work and humans’ capability to carry it out? We tested 52 participant pairs in a standard creativity test, the Alternate Uses Test. The experimental AI group had access to ChatGPT-4, while the control group did not. The intervention did not lead to an improved performance overall. Further, the AI group elaborated their ideas significantly less. This effect carried over to the unaided post-test, pointing to longer-term effects of AI be(com)ing everyday technology, as how people perform a task with a tool shapes how they (learn to) perform the task without it. Analysis of the human-AI collaboration process revealed that participants were selective in using ChatGPT-4 output for the experimental task, misjudging and falsely assessing its output. This actually reduced their number of created ideas and underscores that users need to understand a (generative AI-based) tool’s capability for the specific task to support effective performance.
问问这篇 Paper
问问你的智能体。
Lune 读过与它相关的顶会 Paper,每个回答都会注明依据哪几篇。
引用它的顶会 Paper5
- How Do Human Creators Embrace Human-AI Co-Creation? A Perspective on Human Agency of ScreenwritersYuying Tang, Jiayi Zhou, Haotian Li, Xing Xie 等CHI 2026 · 被引用 6 次
- Audience in the Loop: Viewer Feedback-Driven Content Creation in Micro-drama Production on Social MediaGengchen Cao, Tianke He, Yixuan Liu, Ray LCCHI 2026 · 被引用 3 次
- Are Semantic Networks Associated with Idea Originality in Artificial Creativity? A Comparison with Human AgentsUmberto Domanti, Lorenzo Campidelli, Sergio Agnoli, Antonella De AngeliCHI 2026 · 被引用 2 次
- From Junior to Senior: Allocating Agency and Navigating Professional Growth in Agentic AI-Mediated Software EngineeringDana Feng, Bhada Yun, April Yi WangCHI 2026 · 被引用 2 次
- Exploring the Design and Impact of Interactive Worked Examples for Learners with Varying Prior KnowledgeSutapa Dey Tithi, Xiaoyi Tian, Ally Limke, Min Chi 等CHI 2026 · 被引用 1 次
相关 Paper
- Human Creativity in the Age of LLMs: Randomized Experiments on Divergent and Convergent ThinkingHarsh Kumar, Jonathan Vincentius, Ewan Jordan, Ashton AndersonCHI 2025 · 被引用 107 次
- When Teams Embrace AI: Human Collaboration Strategies in Generative Prompting in a Creative Design TaskYuanning Han, Ziyi Qiu, Jiale Cheng, Ray LCCHI 2024 · 被引用 103 次
- Decoupling of Usefulness and Novelty: Evaluating the Impact of Generative AI on Design Outputs and Novice Designers' Creative ThinkingYue Fu, Tony Zhou, Bin Han, Marx Wang 等CHI 2026 · 被引用 2 次
- How Do Programming Students Use Generative AI?Christian Rahe, Walid MaalejFSE 2025 · 被引用 12 次
- AI as Social Glue: Uncovering the Roles of Deep Generative AI during Social Music CompositionMinhyang (Mia) Suh, Emily Youngblom, Michael Terry, Carrie J. CaiCHI 2021 · 被引用 132 次
