Collaboratively Designing and Evaluating Responsible AI Interventions

Wesley Hanwen Deng, Glen Berman, Harmanpreet Kaur, Reva Schwartz, Memunat Ajoke Ibrahim, Motahhare Eslami, Kenneth Holstein, Michael Madaio

Abstract: Many interventions have been developed, such as tools, guidelines, frameworks, and policies, that aim to improve responsible AI (RAI) practices across domains. The design and evaluation of effective RAI interventions require thoughtful collaboration among practitioners and researchers from diverse disciplines, sectors, and lived experiences. Although there is a growing body of CSCW work on RAI, as well as research exploring RAI issues and approaches in social computing contexts, there has not been a designated space for CSCW researchers to explore and learn from each other about collaboratively designing and evaluating RAI interventions. This SIG session will consist of a series of lightning talks and workshop activities. The SIG will facilitate learning from each other's shared challenges and successes around the design and evaluation of RAI interventions in different domains and contexts, creating synergy and amplifying the overall impact of CSCW research in the area of RAI.