设计人与AI协作系统时的九个潜在陷阱(CS)

2021-04-06 10:50:48 浏览数 (2)

本立场文章探讨了那些使用有益于用户兴趣的生成模型以达到人与人工智能共创过程当中会出现的潜在陷进。特别是,根据文献资料以及我们作为HCI和AI交叉点的研究人员的经验,我们收集了九个潜在的陷阱。我们通过示例说明每个陷阱,并提出解决方案。反思所有陷阱,我们讨论并总结了对未来研究方向的启示。通过这个系列,我们希望对人类和AI在共创互动中的作用进行批判性和建设性的讨论,并着眼于相关的假设以及创新实践及其他方面的潜在副作用。

原文题目:Nine Potential Pitfalls when Designing Human-AI Co-Creative Systems

原文:This position paper examines potential pitfalls on the way towards achieving human-AI co-creation with generative models in a way that is beneficial to the users' interests. In particular, we collected a set of nine potential pitfalls, based on the literature and our own experiences as researchers working at the intersection of HCI and AI. We illustrate each pitfall with examples and suggest ideas for addressing it. Reflecting on all pitfalls, we discuss and conclude with implications for future research directions. With this collection, we hope to contribute to a critical and constructive discussion on the roles of humans and AI in co-creative interactions, with an eye on related assumptions and potential side-effects for creative practices and beyond.

设计人与AI协作系统时的九个潜在陷阱.pdf

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