4 papers
Enduring Disparities in the Workplace: A Pilot Study in the AI Community
Yunusa Simpa Abdulsalam, Siobhan Mackenzie Hall, Ana Quintero-Ossa +6
In efforts toward achieving responsible artificial intelligence (AI), fostering a culture of workplace transparency, diversity, and inclusion can breed innovation, trust, and emplo…
SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era
Elizaveta Semenova, Alisa Sheinkman, Timothy James Hitge +2
Surrogate models are widely used to approximate complex systems across science and engineering to reduce computational costs. Despite their widespread adoption, the field lacks sta…
The Human Labour of Data Work: Capturing Cultural Diversity through World Wide Dishes
Siobhan Mackenzie Hall, Samantha Dalal, Raesetje Sefala +8
This paper provides guidance for building and maintaining infrastructure for participatory AI efforts by sharing reflections on building World Wide Dishes (WWD), a bottom-up, commu…
Provocation: Who benefits from "inclusion" in Generative AI?
Samantha Dalal, Siobhan Mackenzie Hall, Nari Johnson
The demands for accurate and representative generative AI systems means there is an increased demand on participatory evaluation structures. While these participatory structures ar…