2017 EXPERTS WORKSHOP MONDAY, JULY 10

10:00AM-4:00PM

Breakfast and registration from 9:00am-9:45am, program begins at 10:00am.

Welcome and Overview

Kate Crawford & Meredith Whittaker, Co-Founders, AI Now Initiative

Bias and Inclusion – Lightning Talks and Q&A

A series of short thought-starters, focusing both on critical analysis of AI’s impacts and

exploring AI’s current deployments and uses.

Joy Buolamwini, Algorithmic Justice League at MIT Media Lab

Moritz Hardt, UC Berkeley

Solon Barocas, Cornell University

Simone Browne, The University of Texas at Austin

Labor and Automation – Lightning Talks and Q&A

Andy Stern, Economic Security Project

Karen Levy, Cornell University

Jonathan Sterne, McGill University

Stephanie Dick, University of Pennsylvania

Coffee and Snack Break

Rights and Liberties – Lightning Talks and Q&A

Sarah Brayne, The University of Texas at Austin

Patrick Ball, Human Rights Data Analysis Group

Ryan Calo, University of Washington Tech Policy Lab

Lester Mackey, Microsoft Research New England

Nathaniel Raymond, Harvard Humanitarian Initiative

Ethics and Governance – Lightning Talks and Q&A

Molly Steenson, Carnegie Mellon University

Kate Darling, MIT Media Lab

Rob Sparrow, Monash University

Trevor Paglen, Artist

Lunch

Provided in the Winter Garden room on the 6th Floor.

Group Discussion

Moderated by Kate Crawford and Meredith Whittaker with opening

remarks from Joi Ito, Director, MIT Media Lab.

Wrap-Up

A synthesis of our learnings from the day and updates on what’s next.

Refreshment Break 4:00pm-5:30pmContinue your conversations from the workshop and recharge with some light fare.

Public Symposium 5:30pm-8:30pm To ensure your VIP seat by the mainstage, arrive promptly at 5:30pm. Space is limited.

VIP Cocktail Reception 8:30pm-10:30pmDirectly following the symposium, open to all workshop attendees and VIP ticket holders.

2017 EXPERTS WORKSHOP PROGRAM

Aaron Plasek

Aaron RothAlexander CampoloAmanda LevendowskiAndrea FromeAndrew Lindsay

Andrew SelbstAndrew Stern

Arvind Narayanan

Ashkan SoltaniBen WiznerBlaise Agüera y ArcasBrad BurnhamCarol RoseCathy O’NeilChance WilliamsChelsea Barabas

Chris DiBonaChris PallottaChristian Borgs

Christian SandvigClaudia PerlichColin MaclayCommissioner Terrell McSweenyCynthia BreazealDaniel GreeneDanielle CitronDavid RobinsonDavid KnottDawn GearhartDeirdre Mulligan

Dylan Mulvin

Doctoral Student, Department of History, Columbia UniversityAssociate Professor, University of PennsylvaniaResearch Assistant, New York UniversityClinical Teaching Fellow, NYU School of LawResearcher, EngineerResearcher, Liberty & National Security Program, Brennan Center for Justice, NYU School of LawVisiting Fellow, Yale Information Society ProjectSenior Fellow, Economic Security Project & President Emeritus, SEIUAssistant Professor of Computer Science, Princeton UniversityIndependent Researcher Director, Speech, Privacy, & Technology Project, ACLUMachine Intelligence, GooglePartner, Union Square VenturesExecutive Director, ACLU of MassachusettsFounder, ORCAAProgram Officer, Open Society FoundationResearch Scientist, Massachussetts Institute of TechnologyDirector, Open Source & Science Outreach, GooglePartner, Raptor GroupDeputy Managing Director, Microsoft Research New EnglandProfessor, University of MichiganChief Scientist, DstilleryExecutive Director, USC Annenberg Innovation Lab US Federal Trade CommissionAssociate Professor, MIT Media LabPostdoctoral Researcher, Microsoft Research Professor of Law, University of Maryland School of LawPrincipal, UpturnChief Architect, HSBCPolicy Coordinator, Teamsters Associate Professor, School of Information and Berkeley Center for Law & Technology, UC BerkeleyPostdoctoral Researcher, Microsoft Research New England

AI NOW | 2017 EXPERTS WORKSHOP ATTENDEES

Eric SearsEsha BhandariFernanda ViegasFrancesca Rossi

Fred TurnerGenevieve Bell

Gideon MannGlen WeylHauwa Otori

Heather Dewey-HagborgHeather Roff

Ian Kerr

Iyad RahwanJ. Nathan MatiasJason SchultzJen Gennai

Jennifer Chayes

Jenny ToomeyJer ThorpJessa LingelJohn BrackenJohn WilbanksJoichi ItoJonathan Sterne

Jonathan ZittrainJoy BuolamwiniJulie Brill

Kade Crockford

Kareem AyoubKaren Kornbluh

Senior Program Officer, MacArthur Foundation Staff Attorney, ACLUResearch Scientist, GoogleResearch Scientist, IBM T.J. Watson Research Center & University Professor, University of PadovaProfessor, Stanford UniversityProfessor, Engineering & Computer Science, Australian National University, & Senior Fellow, IntelHead of Data Science, Bloomberg LPSenior Researcher, Microsoft ResearchProgram Fellow, Cyber & Special Projects, The William and Flora Hewlett FoundationArtist in Residence, Data & SocietyResearch Fellow, University of Oxford & Research Scientist, Arizona State UniversityCanada Research Chair in Ethics, Law and Technology, University of OttawaAssociate Professor, MIT Media labPhD., MIT Media Lab, Center for Civic MediaProfessor, NYU School of LawGlobal Head of User Research & Testing, Trust & Safety, GoogleManaging Director, Microsoft Research New England & Microsoft Research New York CityDirector, Ford FoundationData Artist Assistant Professor, University of PennsylvaniaVP/Technology Innovation, Knight FoundationChief Commons Officer, Sage BionetworksDirector, MIT Media LabJames McGill Professor of Culture and Technology, McGill UniversityProfessor, Harvard LawFounder, Algorithmic Justice League, MIT Media LabPartner, Hogan Lovells US & Former Commissioner, US Federal Trade CommissionDirector, Technology for Liberty Program, ACLU of Massachusetts DeepMindSenior Fellow for Digital Policy, Council on Foreign Relations

AI NOW | 2017 EXPERTS WORKSHOP ATTENDEES CONT.

Karen LevyKarthik DinakarKate Crawford

Kate DarlingKay Firth-Butterfield

Lester Mackey

Lisa GitelmanLori McGlinchey

Madars VirzaMadeleine ElishMadelyn SanfilippoMargaret Mitchell

Mariah Peebles

Martin FlemingMartin TisnéMartin WattenbergMaya Wiley

Meredith Whittaker

Michael BrennanMichael KearnsMichael ZimmerMike Ananny

Mira Lane

Molly SteensonMoritz HardtNancy BaymNatalie SaltielNathaniel Raymond

Nicholas DawesNicole Wong

Assistant Professor, Cornell UniversityResearch Scientist, MIT Media LabCo-Founder, AI Now Initiative & Principal Researcher, Microsoft Research New York City Research Specialist, MIT Media LabExecutive Director & Senior Fellow, AI-Austin and Strauss Center, University of TexasMachine Learning Researcher, Microsoft Research New EnglandProfessor, New York UniversitySenior Program Officer, Internet Freedom, Ford FoundationResearch Assistant, MIT CSAILResearcher, Data & SocietyResearch Scholar, NYU Information Law InstituteSenior Research Scientist, Google Research & Machine IntelligenceDirector, AI Project, Information Law Institute, NYU School of LawVP, Chief Analytics Officer & Chief Economist, IBMInvestment Partner, Omidyar NetworkResearch Scientist, GoogleSenior Vice President for Social Justice & Henry Cohen Professor, The New SchoolCo-Founder, AI Now Initiative & Open Research Lead, GoogleProgram Officer, Ford FoundationProfessor, University of PennsylvaniaAssociate Professor, University of Wisconsin-MilwaukeeProfessor, Annenberg School for Communication & Journalism, University of Southern California Partner Director of Design & Ethics, Microsoft CorporationAssociate Professor, Carnegie Mellon UniversityAssistant Professor, University of California, BerkeleyPrincipal Researcher, Microsoft Special Projects, MIT Media LabDirector, Signal Program on Human Security and Technology, Harvard Humanitarian InitiativeDeputy Executive Director, Human Rights WatchSenior Advisor, Albright Stonebridge Group

AI NOW | 2017 EXPERTS WORKSHOP ATTENDEES CONT.

Norberto AndradePatrick Ball

Peter Asaro

R. Luke DuBoisRachel GoodmanRob SparrowRobert SeamansRyan Budish

Ryan Calo

Safiya NobleSalmana Ahmed Sam LavigneSandra Cortesi

Sara HendrenSarah BrayneSean LegassickSendhil Mullainathan

Simone BrowneSolon Barocas

Stephanie Dick

Stephanie Platz Sunny BatesSuresh VenkatasubramanianTarleton GillespieTenzin PriyadarshiTim HwangTimnit Gebru

Trevor PaglenUrs Gasser

Wendell WallachWilliam Hoffman

Privacy and Public Policy Manager, FacebookDirector of Research, Human Rights Data Analysis GroupAssistant Professor, The New School & Stanford Law SchoolAssociate Professor, New York UniversityStaff Attorney, ACLU Racial Justice ProgramProfessor of Philosophy, Monash UniversityProfessor, NYU Stern School of BusinessSenior Researcher, Berkman Klein Center, Harvard UniversityFaculty Co-Director, University of Washington Tech Policy LabAssistant Professor, University of California, Los AngelesInvestment Associate, Omidyar NetworkSpecial Projects Editor, The New InquiryDirector of Youth and Media, Berkman Klein Center, Havard UniversityAsst. Professor of Design, Olin College of EngineeringAssistant Professor, The University of Texas at AustinPolicy Advisor, DeepMindRobert C. Waggoner Professor of Economics, Harvard UniversityAssociate Professor, The University of Texas at AustinAssistant Professor of Information Science, Cornell UniversityAssistant Professor, History and Sociology of Science, University of PennsylvaniaManaging Director, MacArthur FoundationFounder & CEO, Sunny Bates AssociatesAssociate Professor, University of UtahPrincipal Researcher, Microsoft ResearchDirector, Ethics Initiative, MIT Media LabResearcherPostdoctoral Researcher, Microsoft Research New York CityArtist Professor of Practice, Harvard Law School & Executive Director, Berkman Klein Center, Harvard UniversityScholar, The Hastings CenterProject Lead, Platform Economy & Artificial Intelligence, World Economic Forum

AI NOW | 2017 EXPERTS WORKSHOP ATTENDEES CONT.

2017 EXPERTS WORKSHOP OVERVIEW

Understanding the Social Impacts of Artificial Intelligence Now

to Ensure a More Equitable Future.

Founded by Kate Crawford and Meredith Whittaker, the AI Now Initiative

is an interdisciplinary research initiative working to understand AI's social

and economic impacts.

The AI Now Experts Workshop is an invite-only convening of top practitioners

and researchers dedicated to understanding and addressing the challenges

we face as artificial inteligence moves into our everyday lives. The Workshop precedes the public AI Now Symposium, which opens up this conversation

to a broader audience.

The Workshop and the Symposium are hosted by the AI Now Initiative with

support this year from the AI Ethics and Governance Fund, The John D. and

Catherine T. MacArthur Foundation, and the MIT Media Lab.

All lighting talk sessions and the entire Symposium program will be

live-streamed from the AI Now homepage and later archived on our site.

To learn more and stay in touch, visit us atwww.artificialintelligencenow.com

@ainowinitiative | #ainow2017

Addressing the social impacts of artificial intelligence

now to ensure a more equitable future

Welcome to the AI Now 2017 SymposiumArtificial intelligence is rapidly moving into everyday life, woven into our core social institutions like healthcare, employment, education, criminal justice and more. Yet the vast majority of AI technologies are being put in place with minimal oversight, few accountability mechanisms, and little research about their ongoing social and economic impacts. To harness AI’s power for good, we will need a much deeper understanding of its effects. It is this need that the annual AI Now Symposium is designed to illuminate and address.

The AI Now 2017 Symposium is hosted by the AI Now Initiative with generous support from the AI Ethics and Governance Fund, The John D. and Catherine T. MacArthur Foundation, and the MIT Media Lab.

About AI Now InitiativeFounded by Kate Crawford and Meredith Whittaker, the AI Now Initiative is an interdisciplinary research initiative working to understand AI's social and economic impacts.

Join the ConversationWe encourage you to share your thoughts throughout the program online. Our final panel this evening includes an audience Q&A with questions submitted and selected via Twitter.

Welcome Joichi Ito Director, MIT Media Lab

AI Now: What’s at Stake? Kate Crawford & Meredith Whittaker, Co-Founders, AI Now Initiative

Bias Traps in AI A panel discussing how we understand bias in AI systems, highlighting the latest research insights and why issues of bias matter in concrete ways to real people.

Solon Barocas, Assistant Professor of Information Science, Cornell UniversityArvind Narayanan, Assistant Professor of Computer Science,

Princeton UniversityCathy O’Neil, Founder, ORCAADeirdre Mulligan, Associate Professor, School of Information and Berkeley

Center for Law & Technology, UC BerkeleyJohn Wilbanks, Chief Commons Officer, Sage Bionetworks

Governance Gaps Under Trump This panel explores how the policy landscape has changed for AI. What are the biggest challenges in these politically uncertain times?

Julie Brill, Former Commissioner, US Federal Trade CommissionMaya Wiley, Senior Vice President for Social Justice, The New SchoolNicole Wong, Former White House Deputy Chief Technology OfficerCommissioner Terrell McSweeny, US Federal Trade CommissionVanita Gupta, President & CEO, The Leadership Conference on Civil and Human Rights, former head of the USDOJ Civil Rights Division

Rights and Liberties in an Automated World AI systems are already making decisions that fundamentally impact rights and liberties. How can we preserve these core values in a time of rapidly increasing automation? A series of short plenary talks, followed by moderated discussion with audience Q&A via Twitter.

Danielle Citron, Professor of Law, University of Maryland School of LawBen Wizner, Director, ACLU Speech, Privacy, and Technology ProjectBlaise Agüera y Arcas, Machine Intelligence, GoogleGenevieve Bell, Professor, Engineering & Computer Science, Australian National University and Senior Fellow, IntelSendhil Mullainathan, Robert C. Waggoner Professor of Economics,

Harvard University

Closing Remarks

MONDAY, JULY 10, 2017 6:00PM-8:30PM