(Un)making AI Magic: A Design Taxonomy

要旨

This paper examines the role that enchantment plays in the design of AI things by constructing a taxonomy of design approaches that increase or decrease the perception of magic and enchantment. We start from the design discourse surrounding recent developments in AI technologies, highlighting specific interaction qualities such as algorithmic uncertainties and errors and articulating relations to the rhetoric of magic and supernatural thinking. Through analyzing and reflecting upon 52 students' design projects from two editions of a Master course in design and AI, we identify seven design principles and unpack the effects of each in terms of enchantment and disenchantment. We conclude by articulating ways in which this taxonomy can be approached and appropriated by design/HCI practitioners, especially to support exploration and reflexivity.

著者
Maria Luce Lupetti
Delft University of Technology, Delft, Netherlands
Dave Murray-Rust
TU Delft, Delft, Zuid Holland, Netherlands
論文URL

doi.org/10.1145/3613904.3641954

動画

会議: CHI 2024

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2024.acm.org/)

セッション: AI and Interaction Design

320 'Emalani Theater
5 件の発表
2024-05-13 20:00:00
2024-05-13 21:20:00