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National Bureau of Economic Research conference report.
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Table of Contents
- Contents
- Acknowledgments
- Introduction / Ajay Agrawal, Joshua Gans, and Avi Goldfarb
- I. AI as a GPT
- 1. Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics / Erik Brynjolfsson, Daniel Rock, and Chad Syverson, Comment: Rebecca Henderson
- 2. The Technological Elements of Artificial Intelligence / Matt Taddy
- 3. Prediction, Judgment, and Complexity: A Theory of Decision-Making and Artificial Intelligence / Ajay Agrawal, Joshua Gans, and Avi Goldfarb, Comment: Andrea Prat
- 4. The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis / Iain M. Cockburn, Rebecca Henderson, and Scott Stern, Comment: Matthew Mitchell
- 5. Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth / Ajay Agrawal, John McHale, and Alexander Oettl
- 6. Artificial Intelligence as the Next GPT: A Political-Economy Perspective / Manuel Trajtenberg
- II. Growth, Jobs, and Inequality
- 7. Artificial Intelligence, Income, Employment, and Meaning / Betsey Stevenson
- 8. Artificial Intelligence, Automation, and Work / Daron Acemoglu and Pascual Restrepo
- 9. Artificial Intelligence and Economic Growth / Philippe Aghion, Benjamin F. Jones, and Charles I. Jones, Comment: Patrick Francois
- 10. Artificial Intelligence and Jobs: The Role of Demand / James Bessen
- 11. Public Policy in an AI Economy / Austan Goolsbee
- 12. Should We Be Reassured If Automation in the Future Looks Like Automation in the Past? / Jason Furman
- 13. R&D, Structural Transformation, and the Distribution of Income / Jeffrey D. Sachs
- 14. Artificial Intelligence and Its Implications for Income Distribution and Unemployment / Anton Korinek and Joseph E. Stiglitz
- 15. Neglected Open Questions in the Economics of Artificial Intelligence / Tyler Cowen
- III. Machine Learning and Regulation
- 16. Artificial Intelligence, Economics, and Industrial Organization / Hal Varian, Comment: Judith Chevalier
- 17. Privacy, Algorithms, and Artifi cial Intelligence / Catherine Tucker
- 18. Artificial Intelligence and Consumer Privacy / Ginger Zhe Jin
- 19. Artificial Intelligence and International Trade / Avi Goldfarb and Daniel Trefler
- 20. Punishing Robots: Issues in the Economics of Tort Liability and Innovation in Artificial Intelligence / Alberto Galasso and Hong Luo
- IV. Machine Learning and Economics
- 21. The Impact of Machine Learning on Economics / Susan Athey, Comment: Mara Lederman
- 22. Artificial Intelligence, Labor, Productivity, and the Need for Firm-Level Data / Manav Raj and Robert Seamans
- 23. How Artificial Intelligence and Machine Learning Can Impact Market Design / Paul R. Milgrom and Steven Tadelis
- 24. Artificial Intelligence and Behavioral Economics / Colin F. Camerer, Comment: Daniel Kahneman
- Contributors
- Author Index
- Subject Index
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