A Safe Harbor for Independent Evaluation of AI Systems

We propose that AI companies make simple policy changes to protect good faith research on their models, and promote safety, security, and trustworthiness of AI systems. We, the undersigned, represent members of the AI, legal, and policy communities with diverse expertise and interests. We agree on three things:

  1. Independent evaluation is necessary for public awareness, transparency, and accountability of high impact generative AI systems.

    Hundreds of millions of people have used generative AI in the last two years. It promises immense benefits, but also serious risks related to bias, alleged copyright infringement, and non-consensual intimate imagery. AI companies, academic researchers, and civil society agree that generative AI systems pose notable risks and that independent evaluation of these risks is an essential form of accountability.
  2. Currently, AI companies’ policies can chill independent evaluation.

    While companies’ terms of service deter malicious use, they also offer no exemption for independent good faith research, leaving researchers at risk of account suspension or even legal reprisal. Whereas security research on traditional software has established voluntary protections from companies (“safe harbors”), clear norms from vulnerability disclosure policies, and legal protections from the DOJ, trustworthiness and safety research on AI systems has few such protections. Independent evaluators fear account suspension (without an opportunity for appeal) and legal risks, both of which can have chilling effects on research. While some AI companies now offer researcher access programs, which we applaud, the structure of these programs allows companies to select their own evaluators. This is complementary, rather than a substitute, for the full range of diverse evaluations that might otherwise take place independently.

  3. AI companies should provide basic protections and more equitable access for good faith AI safety and trustworthiness research.

    Generative AI companies should avoid repeating the mistakes of social media platforms, many of which have effectively banned types of research aimed at holding them accountable, with the threat of legal action, cease-and-desist letters, or other methods to impose chilling effects on research. In some cases, generative AI companies have already suspended researcher accounts and even changed their terms of service to deter some types of evaluation (discussed here). Disempowering independent researchers is not in AI companies’ own interests. To help protect users, we encourage AI companies to provide two levels of protection to research.
    1. First, a legal safe harbor would indemnify good faith independent AI safety, security, and trustworthiness research, provided it is conducted in accordance with well-established vulnerability disclosure rules.

    2. Second, companies should commit to more equitable access, by using independent reviewers to moderate researchers’ evaluation applications, which would protect rule-abiding safety research from counterproductive account suspensions, and mitigate the concern of companies selecting their own evaluators.

While these basic commitments will not solve every issue surrounding responsible AI today, it is an important first step on the long road towards building and evaluating AI in the public interest.

Additional reading on these ideas: a safe harbor for AI evaluation (by letter authors), algorithmic bug bounties, and credible third-party audits. (Signatures are for this letter, not the further reading.)


List of Letter Signers:


Currently: 350+


  • Arvind Narayanan
    Director of the Center for Information Technology Policy, Professor, Princeton University
  • Julia Angwin
    Editor-in-chief, Proof News
  • Mark Surman
    President, Mozilla
  • Marietje Schaake
    International Policy Fellow, Stanford HAI
  • Clem Delangue
    Co-Founder & CEO at Hugging Face
  • Percy Liang
    Associate Professor, Stanford University
  • Renee DiResta
    Research Manager, Stanford Internet Observatory
  • Yejin Choi
    Wissner-Slivka Chair of Computer Science, University of Washington / AI2
  • Suresh Venkatasubramanian
    Professor, Brown University
  • Dhanaraj Thakur
    Research Director, Center for Democracy & Technology
  • Deb Raji
    Mozilla Fellow, UC Berkeley
  • Nate Persily
    James B. McClatchy Professor of Law, Stanford University
  • Rebekah Tromble
    Director of the Institute for Data, Democracy, and Politics, Associate Professor, George Washington University
  • Ethan Zuckerman
    Associate Professor, University of Massachusetts Amherst
  • Daniel Ho
    William Benjamin Scott and Luna M. Scott Professor of Law, Stanford University
  • Gary Marcus
    Professor Emeritus, NYU
  • Alex “Sandy” Pentland
    Director of MIT Connection Science, Professor, MIT
  • Stella Biderman
    Executive Director, EleutherAI
  • Yacine Jernite
    ML and Society Lead, Hugging Face
  • Dawn Song
    co-Director of UC Berkeley Center on Responsible Decentralized Intelligence (RDI), Professor, UC Berkeley
  • Brendan Nyhan
    James O. Freedman Presidential Professor, Dartmouth College
  • Rob Reich
    McGregor-Girand Professor of Social Ethics of Science and Technology, Institute for Human Centered AI, Stanford University
  • Seth Lazar
    Professor, Australian National University
  • Justin Hendrix
    Adjunct Professor, NYU
  • Subhabrata Majumdar
    President, AI Risk and Vulnerability Alliance
  • Francois Heinderyckx
    Full Professor, Université libre de Bruxelles – ULB
  • Filippo Menczer
    Distinguished Luddy Professor and Director of Observatory on Social Media, Indiana University
  • Caitlin Watkins
    Executive Director, Observatory on Social Media, Indiana University
  • Peter Henderson
    Assistant Professor, Princeton University
  • Diyi Yang
    Assistant Professor, Stanford University
  • Susan Aaronson
    Research Professor, co-PI NSF-NIST Trustworthy AI Institute for Law and Society, and Director, Digital Trade and Data Governance Hub
  • Dr. Emma L. Briant
    Associate Professor, Monash University
  • Anne Oeldorf-Hirsch
    Associate Professor, University of Connecticut
  • Christopher Bail
    Professor, Duke University
  • Weijie Su
    Associate Professor, University of Pennsylvania
  • Henry Tuck
    Director of Digital Policy, Institute for Strategic Dialogue (ISD)
  • Dylan Hadfield-Menell
    Assistant Professor, MIT
  • Daniel Kang
    Assistant Professor, UIUC
  • David Epstein
    Executive Director of the Susilo Institute for Ethics in the Global Economy, Questrom School of Business, Boston University
  • Michael Zimmer
    Director of the Center for Data, Ethics, and Society, Professor, Marquette University
  • Ruoxi Jia
    Assistant Professor, Virginia Tech
  • Steven L. Johnson
    Associate Professor of Commerce, University of Virginia
  • Camille François
    Columbia University School of International & Public Affairs
  • Joshua Introne
    Assistant Professor, Syracuse University
  • Ben Snyder
    Associate Professor of Sociology, Williams College
  • Yoon Kim
    Assistant Professor, MIT
  • J. Nathan Matias
    Assistant Professor, Cornell University
  • Patricia Alessandrini
    Assistant Professor, Stanford University, Center for Computer Research in Music and Acoustics (CCRMA)
  • Michael Best
    Executive Director of the Institute for People and Technology, Georgia Tech
  • Andy Sellars
    Clinical Associate Professor of Law, Boston University
  • Chaowei Xiao
    Assistant Professor, University of Wisconsin, Madison
  • Stephan Lewandowsky
    Professor, University of Bristol
  • Michael A. Specter
    Assistant Professor, Georgia Tech
  • Aditi Raghunathan
    Assistant Professor, Carnegie Mellon University
  • Jacob Steinhardt
    Assistant Professor, UC Berkeley
  • Andrew Davis
    Assistant Professor, Appalachian State University
  • Jekaterina Novikova
    Science Lead, AI Risk and Vulnerability Alliance
  • Nathan Lambert
    Allen Institute for AI
  • Jess Reia
    Assistant Professor, University of Virginia
  • Aleksandra Korolova
    Assistant Professor of Computer Science and Public Affairs, Princeton University
  • Avijit Ghosh
    Applied Policy Researcher, Hugging Face
  • David Evans
    Professor of Computer Science, University of Virginia
  • Zeerak Talat
    Research Fellow, Mohamed Bin Zayed University of Artificial Intelligence
  • Heidi Saas
    Data Privacy and Technology Attorney, H.T. Saas, LLC
  • Sabhanaz Rashid Diya
    Executive Director, Tech Global Institute
  • Zining Zhu
    Assistant Professor, Stevens Institute of Technology
  • Atoosa Kasirzadeh
    Assistant Professor, University of Edinburgh
  • Dennis P. Maloney
    Professor, Escuela Superior Politécnica del Litoral
  • Rose Jackson
    Director, Democracy & Tech Initiative, The Atlantic Council’s DFRLab
  • Kevin Crowston
    Professor, Syracuse University
  • Vivek Srikumar
    Associate Professor, University of Utah
  • Florian Tramèr
    Assistant Professor, ETH Zurich
  • Jessica Newman
    Director of the AI Security Initiative and Co-Director of the AI Policy Hub, UC Berkeley
  • Robin Crockett
    Academic Integrity Lead, University of Northampton
  • Ted Lechterman
    Assistant Professor, IE University
  • Willem Zuidema
    Associate Professor NLP & XAI, University of Amsterdam
  • Tanu Mitra
    Assistant Professor, University of Washington
  • Jordi Weinstock
    Berkman Klein Center for Internet & Society
  • Anjana Susarla
    Professor, Michigan State University
  • Lianwen Jin
    Professor, Director of DLVC Lab, South China University of Technology
  • Brian Canada
    Chair, Dept. of Computer Science and Professor of Computational Science, University of South Carolina Beaufort
  • Shannon Vallor
    Baillie Gifford Professor of Ethics of Data and AI, The University of Edinburgh
  • Tanya de Villiers-Botha
    Senior Lecturer: Philosophy; Head: Unit for the Ethics of Technology, Centre for Applied Ethics, Stellenbosch University
  • Laura Czerniewicz
    Professor Emerita, University of Cape Town
  • Robert van Rooij
    Director Institute for Logic, Language and Computation, University of Amsterdam
  • Brandon Silverman
    Knight Fellow, George Washington’s Institute for Data, Democracy and Politics
  • Gerard de Melo
    Professor, Hasso Plattner Institute / University of Potsdam
  • Joshua Tucker
    Professor and Co-Director of the Center for Social Media and Politics, New York University
  • Rajendra Akerkar
    Professor, Western Norway Research Institute
  • Sebastain Gould
    Adjunct Faculty, University of Denver
  • Laura Alonso Alemany
    Professor, Universidad Nacional de Córdoba, Argentina
  • Adam Lopez
    Reader (Associate Professor), School of Informatics, University of Edinburgh
  • Nathanael Fast
    Director, USC Neely Center for Ethical Leadership and Decision Making
  • Marie desJardins
    Retired AI researcher, professor, and dean
  • Svetlana Bodrunova
    Professor and Head of Center for International Media Research
  • Tiffany Roman
    Associate Professor of Instructional Technology, Kennesaw State University
  • Sarita Schoenebeck
    Associate Professor, University of Michigan
  • Meredith L. Pruden
    Assistant Professor, Kennesaw State University
  • Alice E. Marwick
    Associate Professor, UNC Chapel Hill / Princeton University
  • Eun-Ju Lee
    Director, Center for Trustworthy AI
  • Lewis A Riley
    Professor, Ursinus College
  • Maria Savona
    Professor, Science Policy Research Unit, university of Sussex and Dpt of Economics Luiss
  • Marten Risius
    Senior Lecturer, The University of Queensland; incoming Professor, University of Applied Sciences Neu-Ulm
  • Jacob Metcalf
    Data & Society
  • Gillian Hadfield
    Schwartz Reisman Chair in Technology and Society, University of Toronto
  • H. Siegfried Stiehl
    Prof. (ret.) Dr.-Ing., Universität Hamburg
  • Francesco Ferrero
    Director, IT for Innovative Services Department, Luxembourg Institute of Science and Technology
  • Anand Anandalingam
    Ralph J Tyser Professor of Management Science, University of Maryland
  • David A. Broniatowski
    Associate Professor, The George Washington University
  • Einar Iván Monroy Gutiérrez
    CEO-Investigador, ETHIA-UNAD
  • Weiyan Shi
    Stanford & Assistant Professor, Northeastern University
  • Aviya Skowron
    EleutherAI
  • Shayne Longpre
    MIT
  • Sayash Kapoor
    Princeton University
  • Kevin Klyman
    Stanford University
  • Ashwin Ramaswami
    Georgetown University
  • Yangsibo Huang
    Princeton University
  • Zheng-Xin Yong
    Brown University
  • Yi Zeng
    Virginia Tech
  • Alex Robey
    University of Pennsylvania
  • Borhane Blili-Hamelin
    AI Risk and Vulnerability Alliance
  • Patrick Chao
    University of Pennsylvania
  • Reid Southen
    Independent Artist & Researcher
  • Hailey Schoelkopf
    EleutherAI
  • Luca Soldaini
    Allen Institute for AI
  • Xiangyu Qi
    Princeton University
  • Boyi Wei
    Princeton University
  • Tianyu Pang
    Sea AI Lab
  • Chao Du
    Sea AI Lab
  • Robert Mahari
    MIT
  • Helen Oliver
    Birkbeck, University of London
  • Tobin South
    MIT
  • Mintong Kang
    UIUC
  • Suyash Fulay
    MIT
  • Naana Obeng-Marnu
    MIT
  • Suhas Kotha
    Carnegie Mellon University
  • Nathan Butters
    AI Risk and Vulnerability Alliance
  • Madhu Srikumar
  • Jad Kabbara
    MIT
  • William Brannon
    MIT
  • Tinghao Xie
    Princeton University
  • Chejian Xu
    UIUC
  • Elinor Poole-Dayan
    MIT
  • Stephen Casper
    MIT
  • Carol Anderson
    AI Risk and Vulnerability Alliance
  • Shrestha Mohanty
    MIT
  • Ekin Akyürek
    MIT
  • Tarcizio Silva
    Mozilla Foundation
  • Alia ElKattan
    NYU
  • Connie Moon Sehat
    Hacks/Hackers
  • Ed Newton-Rex
    Fairly Trained
  • Nathan Sanders
    Harvard Berkman Klein Center
  • Kaili Lambe
    Accountable Tech
  • Nathan Lile
    CEO, SynthLabs.ai
  • Luke Neumann
    CEO of Overlai
  • Tom Gruber
    Founder, Humanistic AI
  • Jonas Kgomo
    Founder, Equiano Institute
  • Marie-Therese Png
    Oxford Internet Institute
  • Georgia Bullen
    CEO, Superbloom Design
  • Christie Lawrence
    Stanford University & Harvard University
  • Annika Thomas
    MIT
  • Tony Wang
    PhD Student, MIT
  • Dominic Lees
    Associate Professor, University of Reading, Synthetic Media Research Network.
  • Markus Krebsz
    Founding Director, The Human AI Institute / Honorary Professor, Stirling University (UK) / Clinical Professor of Practice, Woxsen University (India)
  • David D. Jensen
    Professor, College of Information and Computer Sciences, University of Massachusetts Amherst
  • François Pelletier
    Independant consultant, Je valide ça, service-conseil
  • Kirtan Padh
    CEO, AI Transparency Institute
  • Amanda O’Mara
    Cyber Training Program Coordinator, University of Cincinnati
  • Logan Kirkland
    Founder & CEO, Azoth Corp
  • Paul Ekwere
    Senior Manager, Data Innovation & AI @ BDO LLP UK
  • Tan Zhi Xuan
    MIT
  • David Evan Harris
    Chancellor’s Public Scholar, University of California, Berkeley
  • Patrick Boehler
    Principal, Gazzetta
  • Leon Derczynski
    IT University of Copenhagen
  • Chandra Mouli Mudumba
    Director of Product
  • pxiaoer
    AIPwn.org CEO
  • Doug Beeferman
    MIT
  • Enrique Chaparro
    Security Research Coordinator, Fundación Vía Libre
  • Wayne Snyder
    Boston University Computer Science
  • Gilles Moyse
    CEO, reciTAL
  • Avijit Ghosh
    Applied Policy Researcher, ML & Society, Hugging Face
  • Alice Oh
    Professor, KAIST
  • Jonathan Richard Schwarz
    Research Fellow, Harvard University
  • Neil Turkewitz
    Artist Advocate #CreateDontScrape
  • Aaron Horowitz
    Head of Analytics, American Civil Liberties Union
  • Matthew Kenney
    Independent Researcher
  • Maksym Andriushchenko
    PhD student at EPFL
  • Beni Beeri Issembert
    Head of AI Research and Ethics at Metaphysic LTD
  • Rebecca Balebako
    Founder, Balebako Privacy Engineer
  • Leonard Tang
    CEO, Haize Labs
  • Khoa Lam
    Chief Product Officer, BABL AI Inc.
  • Sundaraparipurnan Narayanan
    Advisor and Researcher, AI ethics and governance
  • Sev Geraskin
    CTO / Co-Founder
  • Afreen Saulat
    Director – 100kicks
  • Jacob Sanders
    Creative Director/Professional Musician
  • Jorge Diego Hernandez Medina
    Principal ML Engineer, Encora
  • Charles Foster
    Lead AI Scientist, Finetune
  • Thomas Gouritin
    CEO, tomg conseils
  • Roberto Lopez-Davila
    Government attorney
  • Kweku Opoku-Agyemang
    CEO and Chief Scientist, Machine Learning X Doing
  • Chris Graziul
    Research Assistant Professor, University of Chicago
  • Florian Zimmermeister
    AI @ PrimeLine
  • Sarah Fouts
    Librarian, Columbus State Community Colege
  • Krystal Jackson
    Non-Resident Research Fellow, UC Berkeley CLTC
  • Tania Duarte
    Founder, We and AI
  • Koen Versmissen
    Owner, Expertisecentrum Data-Ethiek
  • Morgan Klaus Scheuerman
    Postdoctoral Associate, University of Colorado Boulder
  • Javier Rando
    PhD Student, ETH Zurich
  • Edoardo Debenedetti
    PhD Student, ETH Zurich
  • Ben Jacobsen
    Graduate researcher, University of Wisconsin – Madison
  • Andrew
    Princeton University and Opportunity Labs
  • Tatiana Caldas-Löttiger
    CEO & Founder at IWIB4AI Think-Tank
  • Chris Lengerich
    Founder, Context Fund
  • Declan Dunn
    Founder, The AI Optimist
  • Shahan Ali Memon
    Researcher, New York University in Abu Dhabi
  • Samira Khan
    Social Innovation Leader
  • Maanas Sharma
    MIT
  • Vikash Sehwag
    Research Scientist, Sony AI
  • Frédérick Plamondon
    Higher Ed Policy Advisor, PhD candidate
  • Anca Țenea
    PhD Candidate, University of Bucharest
  • Mélissa M’Raidi-Kechichian
    AI regulation expert
  • Peter Benson
    Founder and CEO, Cyber-Psych
  • Jobst Heitzig
    Lab Lead, FutureLab on Game Theory and Networks of Interacting Agents, PIK, Potsdam
  • Anshuman Suri
    PhD Candidate, University of Virginia
  • Xianjun Yang
    University of California, Santa Barbara
  • Riley Simmons-Edler
    Harvard University
  • M. Giacobbe
    Coord. Instructional Tech. & Assessment
  • Mario Guglielmetti
    Legal officer
  • Peter Hase
    PhD Candidate, University of North Carolina at Chapel Hill
  • Cheng-Long Wang
    PhD Student, KAUST
  • Irma Mastenbroek
    Freelance AI, bias and fairness researcher
  • Roya Pakzad
    Taraaz; UVA
  • Nidhi Sinha
    Center for AI and Digital Policy
  • Yong-Yeol Ahn
    Indiana University
  • Wei Cheng
    Senior Researcher
  • Sceenu Pangan
    Director, Business Systems
  • Rylan Schaeffer
    PhD Student, Stanford University
  • Sceenu Pangan
    IT Director
  • Bogdana Rakova
    Founder, Speculative Friction Initiative
  • Ian Messa
    Undergraduate student, University of Colorado Boulder
  • Mariena Quintanilla
    Founder, Mellonhead
  • Aniruddha Nrusimha
    PhD Candidate, MIT
  • Keshav Ramji
    University of Pennsylvania
  • Luciana Benotti
    Universidad nacional de Córdoba, Argentina
  • Andrew Smart
    Researcher, Google Research
  • Peter Morgan
    CEO Deep Learning Partnership
  • Ricky D Crano
    Humanities Researcher, UC Irvine
  • Saurabh Shah
    ML Engineer, Apple
  • Cain Hillier
    Upcoming Junior Researcher, EIAS
  • Vinaya Sivakumar
    Student, UC Berkeley
  • J. Rosenbaum
    RMIT, artist and researcher
  • Manish Shah
    Founder
  • Jiayi Pan
    PhD Student, UC Berkeley
  • Elizabeth Aguado Laos
    Mcneese State University-Ignite Lab Project
  • Kushal Agrawal
    Applied Scientist, Relativity
  • Ming Wang
    PhD Candidate, Northeastern University (Shenyang)
  • Seungone Kim
    KAIST
  • Andrew Hundt
    Computing Innovation Postdoctoral Fellow, Carnegie Mellon University
  • Björn Bebensee
    Research Engineer, Samsung Research
  • Sorab Ghaswalla
    Convenor, AI For Real community
  • Kaushalya Madhawa
    Researcher, University of Tokyo
  • John MacIntyre
    Co Editor-in-Chief, AI and Ethics
  • Arnel Dela Cruz
    Information Security Specialist (Philippine Government Retiree)
  • Mark Congdon Jr.
    Assistant Professor of Communication Studies, Sacred Heart University
  • Jing Li
    Assistant Researcher, Institute for Industrial Innovation and Finance (IIIF), Tsinghua University
  • Anubrata Das
    Ph.D. Candidate, University of Texas at Austin
  • Seonghyeon Ye
    KAIST
  • Caroline Friedman Levy
    NIST AISIC Consortium, Risk Management Working Group
  • Joseph Cipriani
    Attorney, Healthtech Industry
  • Ketan Modi
    Mr
  • Zhimeng Guo
    PhD Student, PSU
  • Gabriel Simmons
    UC Davis
  • Jaehwan Lee
    ML Engineer, Com2uS
  • Seongyun Lee
    KAIST
  • Ole A. Kristoffersen
    Key Account Manager
  • Aman Priyanshu
    CMU
  • Leon Kester
    Senior Research Scientist AI Safety, TNO Netherlands
  • Albrecht Zimmermann
    Université de Caen Normandie
  • Giovanna Jaramillo-Gutierrez Ph.D FHCA
    Milan and associates SRL, Belgium
  • Sebastian Sigloch
    Head Data & Insights, Switch
  • Peter Jensen
    CEO, BiocommAI
  • Siméon Campos
    SaferAI
  • Milton Leal
    AI Researcher, University of Sao Paulo
  • Ryan Steed
    Doctoral Candidate, Carnegie Mellon University
  • Matthew R. DeVerna
    Graduate Researcher, Indiana University
  • Homa Hosseinmardi
    research staff
  • Ninell Oldenburg
    University of Copenhagen
  • Giovanni Luca Ciampaglia
    University of Maryland, College Park
  • Merouane Debbah
    Khalifa University/TII
  • Susan Benesch
    Executive Director, Dangerous Speech Project
  • Nora Benavidez
    Senior Counsel, Free Press
  • Mimee Xu
    PhD student, New York University
  • Adam Gleave
    Founder & CEO, FAR AI
  • Andrew Buher
    Princeton University and Opportunity Labs
  • Mikhail Gordon
    Researcher, University of Surrey, School of Law
  • Andreas Haupt
    Ph.D. Candidate, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology
  • Mohamed El Baha
    ML engineer, Michelin
  • Lauren Wilcox
    eBay, Georgia Tech
  • Samidh Chakrabarti
    Stanford University
  • Alon Refaeli
    Partner, Cyber Together
  • Luca Fregoso
    Content Manager, Developer Talent Partner @ Codemotion
  • David Manfroy
    Juridict.io, Belgium
  • Éric GOUAZÉ
    associate lecturer
  • John Weiler
    IT Acquisition Advisory Council (IT-AAC)
  • Jeanine Holden
    Associate Director of Program Design
  • Ramak Molavi Vasse’i
    Director
  • Xin Chen
    PhD student, ETH Zurich
  • Arka Majhi
    PhD Scholar, IIT Bombay & Visiting Professor, MITID Pune
  • George Simeo
    Creative Director, simeo.me
  • Petar Tsankov
    Co-founder & CEO at LatticeFlow AI
  • Kieran Kelly
    Director of Consulting
  • Harmony Eidolon
    Program Coordination, LIL
  • Mario Deshaies
    CEO Preventera.online
  • Nadiyah Shaheed
    Berkman Klein Center @ Harvard Law School
  • Kim Watkinson
    Voice Over Artist
  • Jonathan Weiss
    Founder, Chinnu Inc.
  • Tarun K. Verma
    Research Assistant, IIT Bombay
  • Dr. Stephen Moskal
    Postdoctoral Associate, MIT CSAIL
  • Philippe Beaudoin
    CEO, Waverly
  • Hui-Lee Ooi
    Postdoc, CHEO
  • Deval Pandya
    VP – AI Engineering , Vector Institute
  • Oliver Li
    Researcher, Uppsala University
  • Kevin Petrie
    VP Research, Eckerson Group
  • Russell Ursula
    Leading With Integrity Foundation Curacao
  • David O’Toole
    Tech Policy Analyst
  • Quyet V. Do
    Hong Kong University of Science and Technology
  • Bob Levy
    Founder & CEO, Immersion Analytics
  • Philippe Paul Verstraete
    Co-Founder, Milan and Associates SRL, Belgium
  • Jorly Metzger
    Doctor of Technology Student, Purdue University
  • Peter Suber
    Senior advisor for open access, Harvard Library
  • Michael P. Taylor
    University of Bristol
  • Joseph Stewart
    Concerned citizen, votet
  • Andrei Kucharavy
  • Nelson Daniel
    AI Curriculum Integration Manager, Palm Beach State College
  • Ranti Dev Sharma
    Co-Founder
  • Kseniia Gnitko
    Independent Security Researcher
  • Michelle Lam
    PhD Student, Stanford University
  • Catherine Cronin
    Independent
  • Xavier Brandao
    Director and cofounder, #jesuislà
  • Ian Poynter
    Retired CISO, Concerned Citizen
  • Andrew Sispoidis
    Co-Founder / CEO
  • Jay B
    Professional
  • Sanna J Ali
    Policy Analyst, Stanford University
  • Gary A. Bolles
    Chair for the Future of Work, Singularity University
  • Chris McLellan
    Founder, Ask AI
  • Sri Ambati
    Founder & CEO, H2O.ai
  • Farhan Malik
    Architecture of Things
  • Yi Liu
    PhD Student, City University of Hong Kong
  • Matt Abrams
    Founding Partner, Democracy Capital