Knotworking With Artificial Intelligence: A Case Study of Emergent Student User-Experience Composition With AI-Assisted Cocreation

This case study examines how technical communication students used generative artificial intelligence (GenAI) in user-experience (UX) design via Figma. Over a semester, they engaged with Figma Jambot, AI plug-ins, and other GenAI tools. Reporting on the findings from students’ individual and team reflections, the authors explore how students used AI-assistance in UX work. Using activity theory's knotworking, the authors study how students articulate GenAI as object, tool, genre, text, and person. In functioning as a boundary object, AI helped to coordinate team workflows and translate design ideas. Then students employed rework strategies to refine designs. Finally, the authors reflect on implications for AI-assisted UX design as a cocreative process.

Authors

Institutions

Publication Details

Journal
Journal of Business and Technical Communication
Published
2026-09-17
DOI
https://doi.org/10.1177/10506519261485276
Primary Topic
Teaching and Learning Programming
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Knotworking With Artificial Intelligence: A Case Study of Emergent Student User-Experience Composition With AI-Assisted Cocreation

Gustav Verhulsdonck, Jialei Jiang
Journal of Business and Technical Communication
Teaching and Learning Programming
article

Knotworking With Artificial Intelligence: A Case Study of Emergent Student User-Experience Composition With AI-Assisted Cocreation

Gustav Verhulsdonck, Jialei Jiang
article en

Abstract

This case study examines how technical communication students used generative artificial intelligence (GenAI) in user-experience (UX) design via Figma. Over a semester, they engaged with Figma Jambot, AI plug-ins, and other GenAI tools. Reporting on the findings from students’ individual and team reflections, the authors explore how students used AI-assistance in UX work. Using activity theory's knotworking, the authors study how students articulate GenAI as object, tool, genre, text, and person. In functioning as a boundary object, AI helped to coordinate team workflows and translate design ideas. Then students employed rework strategies to refine designs. Finally, the authors reflect on implications for AI-assisted UX design as a cocreative process.

Journal of Business and Technical Communication
Central Michigan University (US), University of Pittsburgh (US)
International Business Machines Corporation, University of Southern California, University of Pittsburgh, Central Michigan University, University of Twente
Quality Education
Openalex Percentile: Top 6%
Teaching and Learning Programming
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.