Artificial Intelligence
Papers
Agrawal, Ajay., Joshua S. Gans, Avi Goldfarb. 2023. Do we want less automation? Science. 381: 155 - 158.
Ding, MengQi (Annie) and Avi Goldfarb. 2023. The Economics of Artificial Intelligence: A Marketing Perspective. Artificial Intelligence in Marketing. 20(1): 13-76.
Agrawal, Ajay K., Joshua S. Gans, Avi Goldfarb. 2023. Similarities and Differences in the Adoption of General Purpose Technologies. National Bureau of Economic Research. Working Paper Version.
Agrawal, Ajay, Joshua S. Gans, Avi Goldfarb. 2023. Artificial Intelligence Adoption and System-Wide Change. Journal of Economics & Management Strategy.
Goldfarb, Avi, Bledi Taska, and Florenta Teodoridis. 2023. Could Machine Learning Be a General Purpose Technology? Evidence from Online Job Postings. Research Policy 52(1): 104653.
Agrawal, Ajay, Joshua Gans, Avi Goldfarb, and Catherine Tucker. 2022. Introduction to “The Economics of Artificial Intelligence: Health Care Challenges.” National Bureau of Economic Research.
Agrawal, Ajay K., Joshua S. Gans, Avi Goldfarb. 2022. Prediction Machines, Insurance, and Protection: An Alternative Perspective on AI’s Role in Production. National Bureau of Economic Research Working Paper Version.
Stern, Ariel Dora, Avi Goldfarb, Timo Minssen, W. Nicholson Price. 2022. AI Insurance: How Liability Insurance Can Drive the Responsible Adoption of Artificial Intelligence in Health Care. NEJM Catalyst Innovations in Care Delivery, 3(4).
Agrawal, Ajay, Joshua Gans, Avi Goldfarb. 2022. From Prediction to Transformation. Harvard Business Review November-December.
Goldfarb, Avi, and Jon R. Lindsay. 2022. Prediction and Judgment: Why Artificial Intelligence Increases the Importance of Humans in War. International Security, 46(3): 7-50.
Evans Cameron, Hilary, Avi Goldfarb, and Leah Morris. 2022. Artificial intelligence for a reduction of false denials in refugee claims. Journal of Refugee Studies, 35(1): 493-510.
Goldfarb, Avi and Jon Lindsay. 2020. Artificial intelligence in war: Human judgment as an organizational strength and a strategic liability. Foreign Policy at Brookings.
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2020. How to Win with Machine Learning. Harvard Business Review September-October.
Hagen, L., Uetake, K., Yang, N., Bollinger B, Chaney A, Etkin J., Dzyabura D, Goldfarb A, Liu L, Sudhir K, Wang Y, Wright J, Zhu Y. How can machine learning aid behavioral marketing research?. Marketing Letters 31, 361–370 (2020).
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2019. An Economic Perspective on Artificial Intelligence. NATO Defense College: 7-15.
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2019. Exploring the Impact of Artificial Intelligence: Prediction versus Judgement. Information Economics and Policy, 47: 1-6.
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2019. Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction. Journal of Economic Perspectives 33(2), 31-50.
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2019. "Economic Policy for Artificial Intelligence," Innovation Policy and the Economy Volume 19, Josh Lerner and Scott Stern editors.
Jamieson, Trevor, and Avi Goldfarb. 2019. Clinical Considerations When Applying Machine Learning to Decision-Support Tasks vs. Automation. BMJ Quality and Safety DOI: 10.1136/bmjqs-2019-009514.
Shaw Jay, Frank Rudzicz, Trevor Jamieson, and Avi Goldfarb. 2019. Artificial Intelligence and the Implementation Challenge. Journal of Medical Internet Research, 21 (7): e13659 DOI: 10.2196/13659
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2019. Prediction, Judgement, and Complexity: A Theory of Decision-Making and Artificial Intelligence. In the Economics of Artificial Intelligence: An Agenda. Eds, Agrawal, Gans, and Goldfarb. University of Chicago Press, Chicago, Il.
Goldfarb, Avi, and Dan Trefler. 2019. AI and International Trade. In the Economics of Artificial Intelligence: AN Agenda. Eds, Agrawal, Gans, and Goldfarb. University of Chicago Press, Chicago, Il.
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2018. "Human Judgment and AI Pricing," AEA Papers and Proceedings, 108: 58-63.
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2017. What to Expect from Artificial Intelligence. Sloan Management Review, 58 (3): 23-26.
Books
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2018. Prediction Machines: The Simple Economics of Artificial Intelligence. Harvard Business Review Press. Cambridge, MA.
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb, Eds. 2019. The Economics of Artificial Intelligence: An Agenda. University of Chicago Press, Chicago IL.
Agrawal, Ajay, Joshua Gans, and Avi Goldfarb. 2022. Power and Prediction: The Disruptive Economics of Artificial Intelligence. Harvard Business Review Press. Cambridge, MA.