Branching Foresight - A Novel Interaction Concept for AI-generated Scenario Exploration

要旨

Climate anxiety often makes the future feel distant and overwhelming. We present Branching Foresight, a self-guided scenario tool that helps individuals explore climate futures through AI-generated scenarios framed as positive, neutral, and challenging trajectories. We position the system as a coping and reflective support tool, where each scenario is enriched with imagery, a conversational coach, and reflection cards. In a single-session study (N = 30), we measured climate transilience, climate-related emotions, creativity support, and user experience, complemented by telemetry and interviews. Results suggest within-subject pre-post improvements in transilience and reductions in negative emotions, with participants reporting strong creativity support and positive experience. As this evidence is single-session and non-comparative, it should be interpreted as initial indications of short-term change rather than superiority over alternative approaches. Qualitative feedback highlighted how the scenarios, imagery, and dialogue made climate futures more concrete and actionable. Our contributions are: (1) an interaction prototype for AI-mediated scenario exploration, (2) initial within-condition pre-post evidence of short-term improvements in perceived coping capacity and transilience during a self-guided session, and (3) design implications for creativity-supportive human-AI interaction in scenario planning.

著者
Jakob Carl. Uhl
AIT Austrian Institute of Technology GmbH, Vienna, Austria
Marita Huber
AIT Austrian Institute of Technnology, Vienna, Austria
Aysenur Gurel
AIT Austrian Institute of Technology GmbH, Vienna, Austria
Sophie Westfahl
St. Poelten University of Applied Sciences, St. Pölten, Austria
Stefan Killian
St. Poelten University of Applied Sciences, St. Pölten, Austria
Hannes Schweiger
St. Poelten University of Applied Sciences, St. Pölten, Austria
Alexander Rind
St. Poelten University of Applied Sciences, St. Poelten, Austria
Georg Regal
AIT Austrian Institute of Technology GmbH, Vienna , Austria
Manfred Tscheligi
University of Salzburg & AIT, Salzburg & Vienna, Austria

会議: CHI 2026

ACM CHI Conference on Human Factors in Computing Systems

セッション: Research Methodology & UX

P1 - Room 134
7 件の発表
2026-04-16 20:15:00
2026-04-16 21:45:00