Author

Agathe Balayn

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#explainable ai Open access Sep 2026

Centering Knowledge Along the Responsible LLM Supply Chain: An Empirical Study & Multi-Stakeholder Taxonomy

This work draws on semi-structured interviews with 71 LLM practitioners to examine the knowledge required to produce responsible LLM systems, and how practitioners acquire it within LLM supply chains, and synthesizes knowledge needs into a multi-dimensional taxonomy that characterizes knowledge based on its abstraction...

Agathe Balayn, Fanny Rancourt, Fabio Casati et al. · Proceedings of the ACM on Hu... · 0 citations

Review Aug 2026

What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Research

This work synthesizes current knowledge through a literature review of 161 empirical studies spanning six years, each engaging industry practitioners via interviews, surveys, workshops, ethnographies, and other methods, to provide a more complete account of industry RAI than any single study to date.

W. Deng, Agathe Balayn, Andrew D. Selbst et al. · 0 citations