阻力还是牵引力:理解设计师如何在AI构思输出中利用摩擦 / Drag or Traction: Understanding How Designers Appropriate Friction in AI Ideation Outputs
1️⃣ 一句话总结
这篇论文提出了‘生成性摩擦’的概念,通过在AI输出中刻意引入不完整、延迟或模糊性,将其从‘成品’转变为‘半成品’,从而鼓励用户主动参与构思而非被动接受,但效果取决于用户是否倾向于将这种阻力视为创意邀请而非障碍。
Seamless AI presents output as a finished, polished product that users consume rather than shape. This risks design fixation: users anchor on AI suggestions rather than generating their own ideas. We propose Generative Friction, which introduces intentional disruptions to AI output (fragmentation, delay, ambiguity) designed to transform it from finished product into semi-finished material, inviting human contribution rather than passive acceptance. In a qualitative study with six designers, we identified the different ways in which designers appropriated the different types of friction: users mined keywords from broken text, used delays as workspace for independent thought, and solved metaphors as creative puzzles. However, this transformation was not universal, motivating the concept of Friction Disposition, a user's propensity to interpret resistance as invitation rather than obstruction. Grounded in tolerance for ambiguity and pre-existing workflow orientation, Friction Disposition emerged as a potential moderator: high-disposition users treated friction as "liberating," while low-disposition users experienced drag. We contribute the concept of Generative Friction as distinct from Protective Friction, with design implications for AI tools that counter fixation while preserving agency.
阻力还是牵引力:理解设计师如何在AI构思输出中利用摩擦 / Drag or Traction: Understanding How Designers Appropriate Friction in AI Ideation Outputs
这篇论文提出了‘生成性摩擦’的概念,通过在AI输出中刻意引入不完整、延迟或模糊性,将其从‘成品’转变为‘半成品’,从而鼓励用户主动参与构思而非被动接受,但效果取决于用户是否倾向于将这种阻力视为创意邀请而非障碍。
源自 arXiv: 2603.27550