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Drag or Traction: Understanding How Designers Appropriate Friction in AI Ideation Outputs

arXiv 2603.27550 ↗First posted 29 Mar 2026cs.HC cs.AIcited by 0

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Abstract (arXiv)

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.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 3 of its 31 references that are in the map. First posted on arXiv 29 Mar 2026.

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References · 3

  1. 2021Sparks: Inspiration for Science Writing using Language Modelscited by 80
  2. 2022Seamful XAI: Operationalizing Seamful Design in Explainable AIcited by 20
  3. 2020'I Just Want to Hack Myself to Not Get Distracted': Evaluating Design Interventions for Self-Control on Facebookcited by 17

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