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Emerging technologies catalyze changes in our workplaces, homes, and communities – and as a result, in our economy. On this page, you can find economic research and insights on the impacts of emerging technologies as well as economic research conducted using artificial intelligence and machine learning.

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Federal Reserve Research: Chicago
A Machine Learning Projection Method for Macro-Finance Models
Vytautas Valaitis, Alessandro T. Villa
Federal Reserve Research: Atlanta
The Anatomy of Out-of-Sample Forecasting Accuracy
Daniel Borup, Philippe Goulet Coulombe, David E. Rapach, Erik Christian Montes Schütte, and Sander Schwenk-Nebbe
Overlapping squares and lines with binary code.
Federal Reserve Research: Boston
Identifying Financial Crises Using Machine Learning on Textual Data
Mary Chen, Matthew DeHaven, Isabel Kitschelt, Seung Jung Lee, and Martin J. Sicilian
Federal Reserve Research: Philadelphia
Advancing Fairness in Lending Through Machine Learning
Vitaly Meursault, Daniel Moulton, Larry Santucci, and Nathan Schor, with web adaptation by Kali Aloisi
Federal Reserve Research: Cleveland
Deep Neural Network Estimation in Panel Data Models
Ilias Chronopoulos, Katerina Chrysikou, George Kapetanios, James Mitchell, and Aristeidis Raftapostolos
Digital holographic blue transparent drawer with data inside.
Federal Reserve Research: New York
Fed Transparency and Policy Expectation Errors: A Text Analysis
Eric Fischer, Rebecca McCaughrin, Saketh Prazad, and Mark Vandergon
Federal Reserve Research: St. Louis
Artificial Intelligence and Inflation Forecasts
Miguel Faria e Castro and Fernando Leibovici
Federal Reserve Research: Dallas
New Disruption from Artificial Intelligence Exposes High-Skilled Workers
Ana Pranger and Yichen Su
Federal Reserve Research: Richmond
Can ChatGPT Decipher Fedspeak?
Anne Lundgaard Hansen and Sophia Kazinnik