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Welcome and Introduction

Introduction
Fei-Fei Li, Sequoia Professor, Computer Science Department, Stanford University; Denning Co-Director, Stanford Institute for Human-Centered Artificial Intelligence

Foundation Models
Percy Liang, Associate Professor of Computer Science, Stanford University

Presentations

What Has Happened, Where Are We Going, and Who Gets to Build Them
Jack Clark, Co-Founder, Anthropic; Co-chair of the AI Index; Co-chair of the OECD's working group on classifying and defining AI systems

Threshold Effects
Michael Bernstein, Associate Professor of Computer Science, Stanford University

Foundation Models for Law & The Law of Foundation Models: A U.S. Perspective
Dan Ho, William Benjamin Scott and Luna M. Scott Professor of Law, Professor of Political Science, Associate Director for the Stanford Institute for Human-Centered Artificial Intelligence (HAI)

Joint Q&A

Panel

Jack Clark, Co-Founder, Anthropic; Co-chair of the AI Index; Co-chair of the OECD's working group on classifying and defining AI systems

Su Lin Blodgett, Postdoctoral Researcher, Microsoft Nch expressburn plus download free.

Eric Horvitz, Technical Fellow; Chief Scientific Officer, Microsoft

Joelle Pineau, Co-Managing Director, Facebook AI Research; Associate Professor and William Dawson Scholar of Computer Science, McGill University

Jacob Steinhardt, Assistant Professor of Statistics, University of California, Berkeley

Percy Liang (moderator), Associate Professor of Computer Science, Stanford University

Break
Presentations

David V.S. Goliath: the Art of Leaderboarding in the Era of Extreme-Scale Neural Models
Yejin Choi, Brett Helsel Professor at the Paul G. Allen School of Computer Science & Engineering, University of Washington; Senior Research Manager, Allen Institute for AI

Broad Robot Generalization Requires Broad Offline Data
Chelsea Finn, Assistant Professor of Computer Science and Electrical Engineering, Stanford University Lastfight download free.

Theory for Foundations Models: Analysis Framework, Recent Results, and Challenges
Tengyu Ma, Assistant Professor of Computer Science and Statistics, Stanford University

On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies

Tatsu Hashimoto, Assistant Professor of Computer Science, Stanford University

Joint Q&A

Websnapperpro 1 3 2 – Professional Webpage Captures Model Data

Panel

Yejin Choi, Brett Helsel Professor at the Paul G. Allen School of Computer Science & Engineering, University of Washington; Senior Research Manager, Allen Institute for AI

Sanjeev Arora, Charles C. Fitzmorris Professor of Computer Science, Princeton University

Kavita Bala, Dean of the Ann S. Bowers College of Computing and Information Science, Cornell University

Jitendra Malik, Arthur J. Chick Professor of Electrical Engineering and Computer Science, University of California, Berkeley

Natalie Schluter, Senior Research Scientist, Google Brain; Associate Professor of Computer Science, IT University of Copenhagen

Chris Manning (moderator), Thomas M. Siebel Professor in Machine Learning, Professor of Linguistics and Computer Science, Stanford University; Associate Director, Stanford Institute for Human-Centered Artificial Intelligence

Session III: Industry and Applications

Presentations

Is Scale All We Need?
Slav Petrov, Distinguished Scientist and Senior Research Director, Google

Websnapperpro 1 3 2 – Professional Webpage Captures Model Of Communication

The Economic Implications of Foundation Models
Erik Brynjolfsson, Jerry Yang and Akiko Yamazaki Professor and Senior Fellow, HAI; Director of the Stanford Digital Economy Lab; Ralph Landau Senior Fellow, SIEPR, Stanford University

Breaking the Systems Bottleneck: Faster and Cheaper Model Training
Matei Zaharia, Assistant Professor of Computer Science, Stanford University

Towards Transparent Foundations -- Building Accessible Infrastructure for Training Large-Scale Language Models
Siddharth Karamcheti, PhD Student in Computer Science, Stanford University
Laurel Orr, Postdoctoral Fellow in Computer Science, Stanford University

Joint Q&A

Panel

Slav Petrov, Distinguished Scientist and Senior Research Director, Google

Michael Carbin, Associate Professor of Electrical Engineering and Computer Science, MIT

Pascale Fung, Director, Center for Artificial Intelligence Research; Professor of Electronic and Computer Engineering and Professor of Computer Science and Engineering, Hong Kong University of Science and Technology

Ilya Sutskever, Co-Founder and Chief Scientific Officer, OpenAI

Jakob Uszkoreit, Co-Founder and Chief Technology Officer, Inceptive

Thomas Wolf, Chief Scientific Officer, Hugging Face

Chris Ré (moderator), Associate Professor of Computer Science, Stanford University

Break
Presentations

Cementing a Foundation of Inequity in AI
Margaret Mitchell, Research Scientist, Ethical AI, Hugging Face

Anti-Muslim biases in large language models
James Zou, Assistant Professor of Biomedical Data Science, Stanford University

How Foundation Models will Shape Disinformation, and Implications for Human Detection
Shelby Grossman, Research Scholar on Disinformation in Africa, Stanford Internet Observatory

Homogenization and the Ethics of Scale
Katie Creel, Postdoctoral Research Fellow of Philosophy, McCoy Family Center for Ethics in Society; Embedded EthiCS Fellow, HAI, Stanford University

Joint Q&A

Panel
Websnapperpro 1 3 2 – Professional Webpage Captures Model

Margaret Mitchell, Research Scientist, Ethical AI

Angèle Christin, Assistant Professor of Communication, Stanford University

Sarah Kreps, Chair and John L. Wetherill Professor of Government, Cornell University

Sameer Singh, Associate Professor of Computer Science, University of California, Irvine

Rob Reich (moderator), Professor of Political Science; Director of the Center for Ethics in Society; Co-director of the Center on Philanthropy and Civil Society; Associate Director, Stanford Institute for Human-Centered Artificial Intelligence, Stanford University

Closing Remarks

Percy Liang, Associate Professor of Computer Science, Stanford University





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