~/talk

StoryEnsemble: Enabling Dynamic Exploration & Iteration in the Design Process with AI and Forward...

Talkat UIST 2025 · 2025-09-28..10-01· [design-collaboration, ai-assisted-development]
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name:Kevin Pu
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Tool called StoryEnsemble builds a node-link interface that wires AI generators to personas, problem statements, solutions and storyboards and implements forward propagation (change a node and update downstream notes) and backward propagation (push feedback back to earlier nodes). A formative study with 15 practitioners/students informs design; a user study with 10 participants finds faster, multi-directional iteration and broader idea exploration. Live features include generate-more, start-brainstorming, feedback-driven updates and admin toggles to mitigate over-reliance on AI.

AI-written summary · about

  1. 0:00Introduction and motivation
  2. 1:28Challenges in design iteration
  3. 2:50Formative studies and goals
  4. 3:12Story Ensemble demo overview
  5. 4:17Branching exploration features
  6. 5:01Feedback integration and propagation
  7. 6:08Forward and backward propagation
  8. 7:10User study results
  9. 8:40Takeaways and conclusion
  10. 9:00Q&A session
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