Friday, May 5
11:00-12:00 p.m. EDT
via Zoom
Generative AI is many things: it is simultaneously scary, useful, flexible, opaque, exciting, and dangerous. Researchers, policymakers, creatives and executives around the world are turning to these models to answer complex questions, rethink practices and procedures, and save time. Large language models are performing scientific research in many fields, while democratizing access and understanding of some types of AI. Yet researchers struggle to explain what these systems are actually doing, and how they utilize personal, public and proprietary data to answer our prompts. The data giants with huge computing power, skilled workers, and large troves of data are the main suppliers of generative AI and reaping many of the potential income and investments. Moreover, these systems are not perfect: they make mistakes, do not have real time information and can perpetuate inaccuracies and disinformation. Finally, there is growing evidence that these chat-bots can both upskill (help less educated workers be productive) and deskill. In this webinar, we asked three researchers of varied backgrounds (computer science, communications, and systems engineering) to discuss generative AI–its potential and pitfalls. We engaged in a moderated discussion for about 30 minutes and then we opened up the floor to audience questions.
Speakers:
- Hal Daumé III, Ph.D. Volpi-Cupal Family Endowed Professor in Computer Science, University of Maryland, and co-author of Language (Technology) is Power
- David Broniatowski, Ph.D, Associate Professor, Engineering Management and Systems Engineering, Director of the Decision Making and Systems Architecture Laboratory at GWU,and author of Psychological Foundations of Explainability and Interpretability in Artificial Intelligence
- Sarah Myers West, Ph.D., Managing Director of AI Now Institute, and co-author of Confronting Tech Power
Moderator:
Dr. Susan Ariel Aaronson, Director, Digital Trade and Data Governance Hub, Research Professor and Cross-Disciplinary Fellow, GWU
Daniel Yi Xu is a Professor of Economics at Duke University and Research Associate at the National Bureau of Economic Research. Co-editor of the Review of Economics and Statistics. He is also the associate editor of the Rand Journal of Economics and AEJ: Applied. His research focus tends to focus on Productivity/Innovation, International Trade, and Industrial Organization. His website: 
James E. Foster is the Oliver T. Carr Professor of International Affairs and Professor of Economics at the George Washington University. He received his Ph.D. in economics from Cornell University and holds a Doctorate Honoris Causa from Universidad Autónoma del Estado de Hidalgo (Mexico). Professor Foster’s research focuses on welfare economics — using economic tools to evaluate and enhance the wellbeing of people. His joint 1984 Econometrica paper (with Joel Greer and Erik Thorbecke) is one of the most cited papers on poverty. It introduced the FGT Index, which has been used in thousands of studies and was employed in targeting the Progresa CCT program in México. Other research includes work on economic inequality with Amartya Sen; on the distribution of human development with Luis Felipe Lopez-Calva and Miguel Szekely; on multidimensional poverty with Sabina Alkire; and on literacy with Kaushik Basu. Foster regularly teaches introductory and doctoral courses on international development and each spring joins with Professor Basu in presenting an undergraduate course on Game Theory and Strategic Thinking, to which staff and Board members of the World Bank are also invited. Professor Foster is also Research Fellow at the Oxford Poverty and Human Development Initiative (OPHI), Department of International Development, Oxford University, and a member of the Human Capital and Economic Opportunity (HCEO) Working Group, Becker Friedman Institute for Research in Economics, University of Chicago. He also previously served as an Advisory Board Member on the World Bank’s Commission on Global Poverty.
Jennifer G. Cooke is director of the Institute for African Studies at The George Washington University Elliott School of International Affairs. The Institute serves as central for research, scholarly discussion, and debate on issues relevant to Africa. She is a professor of practice in international affairs, teaching courses on U.S. Policy Toward Africa and Transnational Security Threats in Africa. Cooke joined George Washington University in August 2018, after 18 years as director of the Africa Program at the Center for Strategic and International Studies (CSIS), where she led research and analysis on political, economic, and security dynamics in Africa. While at CSIS, Cooke directed projects on a wide range of African issues, including on violent extremist organizations in the Sahel and Lake Chad Basin, China’s growing role in Africa, democracy and elections in Nigeria, religion and state authority in Africa, “stress-testing” state stability in Africa, Africa’s changing energy landscape, and more. She is a frequent writer and lecturer on U.S.-Africa policy and has provided briefing, commentary, and testimony to the media, US Congress, AFRICOM leadership and the U.S. military. She has traveled widely in Africa and has been an election observer in Sierra Leone, Ghana, Liberia, Mali, and Nigeria. As a teenager, she lived in Cote d’Ivoire and the Central African Republic. She holds an M.A. in African studies and international economics from the Johns Hopkins University School of Advanced International Studies (SAIS) and a B.A. in government, magna cum laude, from Harvard University.
Andrew Tiffin is a senior economist at the IMF, working in the regional studies division of the Fund’s African Department. He is also keenly involved in the effort to incorporate artificial intelligence/machine-learning techniques into the standard analytical toolkit of the Fund. Previously, he has worked on Middle Eastern countries, with a particular interest in refugee issues in Jordan and Lebanon, as well as numerous countries in Europe–he was part of the Italy team during the debt crisis of 2012, and part of the Russia team for the global financial crisis of 2008. Raised in Sydney, Andrew is an Australian national. He received his post-graduate training at Princeton University, where he obtained both a Ph.D. in economics and an M.P.A. in international relations. In addition to his work with the Fund, Andrew has held positions at the Reserve Bank of Australia, and with the Australian Government.
Louise Fox is an experienced development economist who specializes in strategies for employment creation, opportunity expansion, economic empowerment, and poverty reduction. She has advised governments in the developed and developing world, international organizations, and philanthropic and non-profit organizations on problem diagnosis, strategies for results, and outcome measurement. She held full-time positions at USAID (as Chief Economist) and at the World Bank. She is currently affiliated with the African Growth Initiative at the Brookings Institution and the Blum Center for Developing Economies, University of California, Berkeley. She was previously affiliated with the Overseas Development Institute, where she led a major research project. Louise has published in the areas of inclusive growth, structural transformation, youth employment, the political economy of poverty reduction, gender and women’s economic empowerment, employment, labor markets, and labor regulation, pension reform, reform of child welfare systems, social protection, effective public expenditures in the social sectors, and female-headed households and child welfare. Her most recent book was Youth Employment in Sub-Saharan Africa, published by the World Bank in 2014.
Seung Mo Choi is a Senior Economist working on regional surveillance in the IMF’s African Department. He has worked on banking crises, financial market policies, climate change, low-income country issues, and capacity development, including in the IMF’s European Department and in the Institute for Capacity Development. His research has been published in economics and finance journals such as International Economic Review. Prior to joining the IMF, he worked as an Assistant Professor at Washington State University and obtained a Ph.D. in economics from the University of Chicago and a B.A. in economics from Seoul National University.
Stephen C. Smith is Professor of Economics and International Affairs at George Washington University. In 2018 he was UNICEF Senior Fellow at the UNICEF Office of Research-Innocenti, Florence, Italy. Smith received his Ph.D. in Economics from Cornell University and has been a Fulbright Research Scholar, a Jean Monnet Research Fellow, a Visiting Fellow at the Brookings Institution, a Nonresident Senior Fellow at Brookings, a Fulbright Senior Specialist, a member of the Advisory Council of BRAC USA, and an Associate Editor of the Journal of Economic Behavior and Organization. He has twice served as Director of the Institute for International Economic Policy at GWU. Smith is the co-author with Michael Todaro of Economic Development (12th Edition, Pearson, 2014). He is also author of Ending Global Poverty: A Guide to What Works (paperback edition Palgrave Macmillan, 2009), and co-editor with Jennifer Brinkerhoff and Hildy Teegen of NGOs and the Millennium Development Goals: Citizen Action to Reduce Poverty (Palgrave Macmillan, 2007). He is also author or coauthor of about 45 professional journal articles and many other publications. Smith’s recent research has focused on extreme poverty and strategies and programs to address it; and on the economics of adaptation and resilience to climate change in low-income countries, emphasizing autonomous adaptation by households and communities and its effects, and adaptation financing.
Preya Sharma is a senior economist in the African Department of the IMF where she is Special Assistant to the Director. Her research has focused on structural transformation, the future of work, and digitalization in sub-Saharan Africa, as well as emerging market crises and development. Before joining the IMF she was the Head of Emerging Markets at HM Treasury in the UK. She holds a Masters in Public Administration in International Development from the Harvard Kennedy School and a BSc in Economics from the London School of Economics.
