Breaking the Midas Spell:Understanding Progressive Novice-AI Collaboration in Spatial Design
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arXiv
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| Autori principali: | , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| _version_ | 1866914992860692480 |
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| author | Wan, Zijun Tang, Jiawei Cai, Linghang Tong, Xin Liu, Can |
| author_facet | Wan, Zijun Tang, Jiawei Cai, Linghang Tong, Xin Liu, Can |
| contents | In spatial design, Artificial Intelligence (AI) tools often generate the entire spatial design outcome in a single automated step, rather than engaging users in a deepening and iterative process. This significantly reduces users' involvement, learning, and creative capabilities, leading to a superficial understanding of spatial design. We conducted a Wizard-of-Oz study, where Novices and AI (acted by experimenters) worked together to finish spatial design tasks using various AI models. We identified typical function and workflow patterns adopted by the participants, leading to the understanding of the opportunities and challenges in the human-AI co-creation process. Based on insights gathered from this research, we proposed some design implications of the novice-AI collaboration system that aims to democratize spatial design through a progressive, iterative co-creation process. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_20124 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Breaking the Midas Spell:Understanding Progressive Novice-AI Collaboration in Spatial Design Wan, Zijun Tang, Jiawei Cai, Linghang Tong, Xin Liu, Can Human-Computer Interaction H.5.2 In spatial design, Artificial Intelligence (AI) tools often generate the entire spatial design outcome in a single automated step, rather than engaging users in a deepening and iterative process. This significantly reduces users' involvement, learning, and creative capabilities, leading to a superficial understanding of spatial design. We conducted a Wizard-of-Oz study, where Novices and AI (acted by experimenters) worked together to finish spatial design tasks using various AI models. We identified typical function and workflow patterns adopted by the participants, leading to the understanding of the opportunities and challenges in the human-AI co-creation process. Based on insights gathered from this research, we proposed some design implications of the novice-AI collaboration system that aims to democratize spatial design through a progressive, iterative co-creation process. |
| title | Breaking the Midas Spell:Understanding Progressive Novice-AI Collaboration in Spatial Design |
| topic | Human-Computer Interaction H.5.2 |
| url | https://arxiv.org/abs/2410.20124 |