An Exploratory Study on How AI Awareness Impacts Human-AI Design Collaboration
Zhuoyi Cheng, Pei Chen, Wenzheng Song, Hongbo Zhang, Zhuoshu Li,, Lingyun Sun

TL;DR
This study investigates how AI awareness influences human-AI collaborative design, demonstrating that AI awareness improves communication fluidity and collaboration efficiency through a Wizard-of-Oz experiment.
Contribution
It introduces the concept of AI awareness in collaborative design and empirically explores its impact on communication and efficiency in human-AI teams.
Findings
AI awareness enhances communication fluidity
AI awareness improves collaboration efficiency
Design implications for future human-AI systems
Abstract
The collaborative design process is intrinsically complicated and dynamic, and researchers have long been exploring how to enhance efficiency in this process. As Artificial Intelligence technology evolves, it has been widely used as a design tool and exhibited the potential as a design collaborator. Nevertheless, problems concerning how designers should communicate with AI in collaborative design remain unsolved. To address this research gap, we referred to how designers communicate fluently in human-human design collaboration, and found awareness to be an important ability for facilitating communication by understanding their collaborators and current situation. However, previous research mainly studied and supported human awareness, the possible impact AI awareness would bring to the human-AI collaborative design process, and the way to realize AI awareness remain unknown. In this…
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Taxonomy
TopicsImpact of AI and Big Data on Business and Society · Ethics and Social Impacts of AI
