Industry stakeholder involvement in AI development is driven by customer value and compliance, and currently contributes little to the responsible AI benefits that guidance documents promise.
Surveying the Landscape of Ethics-Focused Design Methods
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
Over the past decade, HCI researchers, design researchers, and practitioners have increasingly addressed ethics-focused issues through a range of theoretical, methodological and pragmatic contributions to the field. While many forms of design knowledge have been proposed and described, we focus explicitly on knowledge that has been codified as "methods," which we define as any supports for everyday work practices of designers. In this paper, we identify, analyze, and map a collection of 63 existing ethics-focused methods intentionally designed for ethical impact. We present a content analysis, providing a descriptive record of how they operationalize ethics, their intended audience or context of use, their "core" or "script," and the means by which these methods are formulated, articulated, and languaged. Building on these results, we provide an initial definition of ethics-focused methods, identifying potential opportunities for the development of future methods to support design practice and research.
citation-role summary
citation-polarity summary
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Stakeholder Participation for Responsible AI Development: Disconnects Between Guidance and Current Practice
Industry stakeholder involvement in AI development is driven by customer value and compliance, and currently contributes little to the responsible AI benefits that guidance documents promise.