PromptCanvas: Composable Prompting Workspaces Using Dynamic Widgets for Exploration and Iteration in Creative Writing
Abstract
We introduce PromptCanvas, a UI concept that transforms prompting into a composable, widget-based experience on an infinite canvas. Users can generate, customize, and arrange interactive widgets that represent various facets of their text, offering greater control over AI-generated content. PromptCanvas allows to create widgets through system suggestions, user prompts, or manual input, providing a flexible environment tailored to individual needs. This enables deeper engagement with the creative process. In two lab studies, PromptCanvas outperformed both the conversational UI (lab study 1) and the structured baseline, Wordcraft (lab study 2) on the Creativity Support Index. Participants found that it reduced cognitive load, while at the same time providing better performance. Qualitative feedback revealed that the visual organization of thoughts and easy iteration encouraged new perspectives and ideas. The field study ( \(N=10\) ) also confirmed these results, showcasing the potential of dynamic, customizable interfaces to improve collaborative writing with AI.
Fields of Study & Subjects
Creativity in Education and Neuroscience
Writing and Handwriting Education
Teaching and Learning Programming
Publication details
- Journal / source
- ACM Transactions on Interactive Intelligent Systems
- Publisher
- Association for Computing Machinery (ACM)
- Volume
- 16
- Issue
- 3
- Pages
- 1–48
- Publication date
- 5 June 2026
- Language
- EN