Dynamic Abstractions
Building the Next Generation of Cognitive Tools and Interfaces
UIST'24 Workshop @ Pittsburgh, USA
Oct. 13, 2024
Topic
This workshop aims to provide a forum for discussion, brainstorming, and prototyping of the next generation of interfaces that leverage the dynamic experiences enabled by recent advances in AI and the generative capabilities of foundation models. These models simplify complex tasks by generating outputs in various representations (e.g., text, images, videos) through natural language interactions and diverse input modalities like voice and sketch. They interpret user intent, generate, and transform representations, potentially changing how we interact with information and express ideas. Inspired by this potential, technologists, theorists, and researchers are exploring new forms of interaction by building demos and communities dedicated to concretizing and advancing this vision. Our workshop at UIST provides a timely space to discuss AI's impact on designing and using cognitive tools (e.g., languages, notations, diagrams) dynamically. We will explore use cases, implications across various domains, and the associated challenges and opportunities.
Agenda
Session 1
09:00 - 10:30 PM
Keynote
Our keynote speaker gives a talk followed by a Q&A session.
LinusLinus is currently researching and advising on AI interpretability, interfaces, and deployment at Thrive Capital. Previously, Linus was a Research Engineer at Notion, Researcher in Residence at Betaworks, and before that a software engineer at Replit, Hack Club, and Spensa.Session 2
10:45 - 12:00 AM
Opening & Introductions
This session includes opening remarks, introductions, and networking.
- Opening (15 min): Organizers introduce themselves, discuss schedule
- Introductions (30 min): Attendees introduce themselves at their tables
- Networking (30 min): Participants swap around to connect with others
Session 3
01:30 - 03:00 PM
Brainstorm & Prototype
Participants engage in brainstorming and prototyping activities focused on dynamic abstractions.
- Introduction (10 min): Expected fidelity, examples, and design process
- Discussion (20 min): Brainstorming compelling applications and use cases
- Prototype (60 min): Prototype based on brainstorming session
Session 4
03:30 - 05:00 PM
Final Session
Presentation of prototypes, discussion of research agendas, and closing remarks.
- Present prototypes (30 min): Groups share their reflections and challenges
- Research agenda discussion (30 min): Future collaborations & plans
- Research agenda presentations (15 min): Groups present their ideas
- Closing remarks (15 min): Organizers outline future plans and next steps
Joining the Workshop
To participate, please register for the workshop through the UIST registration system. The workshop will be held in-person only.
Organizers
Assistant Professor of Human-Computer Interaction at the University of Montréal
University of Montréal
