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cs.GT2025
Information Design With Large Language Models
Paul Duetting, Safwan Hossain, Tao Lin +4
Information design is typically studied through the lens of Bayesian signaling, where signals shape beliefs purely based on their correlation with the true state of the world. Howe…
cs.GT2024
A Reduction from Multi-Parameter to Single-Parameter Bayesian Contract Design
Matteo Castiglioni, Junjie Chen, Minming Li +2
The main result of this paper is an almost approximation-preserving polynomial-time reduction from the most general multi-parameter Bayesian contract design (BCD) to single-paramet…
cs.GT2023
Mechanism Design for Large Language Models
Paul Duetting, Vahab Mirrokni, Renato Paes Leme +2
We investigate auction mechanisms for AI-generated content, focusing on applications like ad creative generation. In our model, agents' preferences over stochastically generated co…