Acknowledgments

Acknowledgments

We would like to thank the experts who participated in our multistakeholder convenings whose contributions were invaluable to the development of this paper. They include Albert Fox Cahn, Esq. (Executive Director, Surveillance Technology Oversight Project), Aleksandra (Sesa) Slavkovic, Ph.D. (Professor of Statistics and Public Health Sciences, Huck Chair in Data Privacy and Confidentiality, Penn State University), Aloni Cohen (Assistant Professor, University of Chicago), Alycia N. Carey (Distinguished Doctoral Fellow, University of Arkansas), Amina Abdu (University of Michigan), Andrew Smart (Researcher, Google Researcher), Arjun Subramonian (Ph.D. Student, University of California, Los Angeles), Berk Ustun, Ph.D (Assistant Professor, UCSD), Brandie Nonnecke, Ph.D. (Director, CITRIS Policy Lab & Assoc. Research Prof., Goldman School of Public Policy, UC Berkeley), Caroline Siegel Singh (Program Manager, The Greenlining Institute), Dr Kerry McInerney (Leverhulme Centre for the Future of Intelligence), Dr Louise Hickman (Research Associate, The Minderoo Centre for Technology and Democracy, University of Cambridge), Dr. Muneeb Ul Hassan (Associate Lecturer in Cybersecurity, Deakin University, Australia), Ferdinando Fioretto (Assistant Professor, University of Virginia), Julie M. Wenah, Esq. (Digital Civil Rights Coalition and Women In Product Board Director), Londa Schiebinger, Ph.D. (John L. Hinds Professor of History of Science, Stanford University), Lydia X. Z. Brown, J.D. (Lecturer in Disability Studies and Women’s and Gender Studies, Georgetown University), Matt Canute (Digital Democracies Institute at Simon Fraser University), Micah Altman (Research Scientist, Center for Research in Equitable and Open Scholarship, MIT), Miranda Bogen, Ninareh Mehrabi, Ph.D. (Scientist, Amazon), Orestis Papakyriakopoulos (Sony AI / TU Munich), Priyanka Nanayakkara (PhD Candidate, Northwestern University), Rachel Cummings, Ph.D. (Associate Professor, Columbia University), Reva Schwartz (Research Scientist, National Institute of Standards and Technology (NIST)), Sikha Pentyala (Research Assistant, University of Washington Tacoma), Sikha Pentyala (Research Assistant, University of Washington Tacoma), Suresh Venkatasubramanian (Professor of Computer Science and Data Science, Brown University), Wells Lucas Santo (University of Michigan), Xintao Wu, Ph.D. (Professor, University of Arkansas).

We would also like to thank our PAI colleagues who made this publication possible, including Albert Tanjaya, Hudson Hongo, Jason Millar, Neil Uhl, Rebecca Finlay, and Stephanie Bell.