Andreas Haupt

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Markets and Intelligence

Andreas Haupt is a Postdoctoral Fellow at Stanford’s Institute for Human-Centered AI and the Digital Economy Lab. He earned his Ph.D. from MIT in Fall 2024. He holds master’s degrees in Economics and Mathematics from the University of Bonn. Before his postdoc, he served at the U.S. Federal Trade Commission, contributed to the EU’s antitrust team for platform regulation and taught high-school mathematics. His current research seeks to improve expressions of human preference in human systems, and understand how AI is used productively.

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Affiliations. Stanford EconomicsStanford Computer ScienceHAIDELSAILCFRM

Professional Experiences. Federal Trade CommissionEuropean CommissionBundestagMITxProfessional School Gross-Gerau.

Recent Leadership. Stanford HAI Global AI Governance Affinity GroupMIT Science Policy InitiativeMIT AI Ethics&PolicyMIT GSC Sustainability.

Co-Organized Events. Technical Questions on the EU AI ActAlgorithmic Audits in Economic ContextsData Externalities.


Public Writing. Risk Aversion of Learning Algorithms (Games and Economic Behavior)Contextual Privacy (ACM EC ‘22, R&R at AER)Towards Psychologically Plausible Dynamic Preference Models (ACM RecSys ‘22)Optimal Equilibria via Zero-Sum Games (Neurips ‘23)Certification Design for a Competitive Market (ACM EC ‘24)Recommending to Strategic Users (FORC ‘23)Formal Contracting for Multi-Agent Reinforcement Learning (Autonomous Agents and Multi-Agent Systems)Auctions for Federated Learning (ICLR ‘21 DPFL)Understanding Single- and Multi-Homing on Transportation Platforms (Transportation Research: Part C)Our Class Can’t Happen (letter)Opaque MechanismsComment for Data Access Delegated Act of the European Union Digital Services Act: Experimental DataSteering No-Regret Learners (ACM EC ‘24)The Economics of Social Network Interoperability (memo)Convex Markov GamesOptimal Preferencing Design.

Not Yet Online Writing. Retrospective Alignment • Game-Theoretic Network Decay • Optimal Generation Design • Helping the Regret Classifier • Centaur Benchmarks

Theses. PhD in Engineering-Economic SystemsMS in EconomicsMS in MathematicsBS in MathematicsBS in Computer Science.

Coverage. MIT.