Can LLMs Recommend More Responsible Prompts?
Vagner Figueredo De Santana, Sara Berger, et al.
IUI 2025
In this paper, we gather 12 workers from a large technology company, as recent participants of a research initiative on the social impact of emerging technologies, to present a collaborative analysis of the opportunities and limitations of dissensus-based approaches to technology research and design. We introduce a series of speculative and deconstructive probes and present findings from their use in four collaborative design sessions. We then draw on the theoretical tradition of Agonism to identify moments of friction, refusal, and disagreement over the course of these sessions. We contend that this approach offers a politically important alternative to consensus-based collaborative design methods and can even surface new rhetorics of contestation within discourses on technology futures. We conclude with a discussion of the importance of worker-authored research and an initial set opportunities, challenges, and paradoxes as a resource for future efforts to "Design for Agonism."
Vagner Figueredo De Santana, Sara Berger, et al.
IUI 2025
Claudio S. Pinhanez, Paulo Cavalin, et al.
IJCAI 2023
Abhin Shah, Maohao Shen, et al.
ISIT 2024
Brianna Richardson, Kush R. Varshney
INFORMS 2021