2022 HAI Fall Conference on AI in the Loop: Humans in Charge
November 15, 2022
Welcome and Introduction
The Role of Design in Socially Responsible AI
Panel I: Designing for AI
With advances in neural networks, computer vision, natural language processing and more, AI is becoming a regular part of everyday life. We now have an extraordinary ability to insert ‘intelligence’ into machines, enabling systems to assist and empower people across a broad range of tasks. However, many questions remain: How do we embed this ‘intelligence’ in a responsible, equitable and sustainable way? Who is involved in the design of these systems and who frames the discussion? What do we expect from our AI experience? What are the new design processes and patterns to make these systems successful for individuals, communities and society? This panel explores how we might think about design principles in the age of AI and how we can best combine the benefits of automated assistance with user interaction to build an AI experience that benefits us all.
VideoSticker: A Tool for Active Viewing and Visual Note-taking from Videos
Panel II: AI for Communities and Organizations
We are increasingly aware that AI technologies are influencing the communities and organizations that use them, and that the effects of this influence differ based on people's race, ethnicity, gender or socioeconomic standing. This panel will further explore how AI technologies are changing organizational structures, what we might do to embed desired social conventions into the technologies and why we must consider a diverse set of needs and values in the design.
GIMO: Gaze-Informed Human Motion Prediction in Context
Panel III: Human-centered AI Health (augmentation and assistance)
AI technologies are transforming healthcare and will have a far-reaching impact on health outcomes across the globe. In this discussion panelists will explore some of the most emergent research and applications in assistance and accessibility, from the training of healthcare professionals to understanding well-being, prompting behavior change and supporting those with disabilities. We will also examine key design considerations to ensure these systems benefit the individuals they are meant to serve.