Reports & Papers
from Belfer Center for Science and International Affairs

Managing Supply And Value Chains In A New Era Of Global Trade: The Promise Of Federated Learning

The world stands at the precipice of a new era in international trade, one that diverges dramatically from the globalization that has shaped our economic landscape for the past generation. As we navigate this transition, we find ourselves in a fragmented world order, grappling with a rapidly evolving regulatory
regime that demands a fundamental reimagining of relationships—between public and private sectors, within these sectors, and among aligned sovereign nations.

By Alan Bersin, Peter Swartz, & Lars Karlsson

Edited by Juliette Kayyem & Nate Bruggeman

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Recommended citation

Bersin, Alan and Lars Karlsson. “Managing Supply And Value Chains In A New Era Of Global Trade: The Promise Of Federated Learning.” Edited by Kayyem, Juliette and Nate Bruggeman. Belfer Center for Science and International Affairs, March 1, 2025

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