5 papers
Stable Menus of Public Goods: AI-Enabled Progress
Sara Fish
Using an open problem from the EC 2025 paper "Stable Menus of Public Goods" as a testbed, we conduct experiments to understand the effectiveness of different AI-for-EconCS research…
Tradeoffs in Privacy, Welfare, and Fairness for Facility Location
Sara Fish, Yannai A. Gonczarowski, Jason Z. Tang +1
The differentially private (DP) facility location problem seeks to determine a socially optimal placement for a public facility while ensuring that each participating agent's locat…
Algorithmic Collusion by Large Language Models
Sara Fish, Yannai A. Gonczarowski, Ran I. Shorrer
We conduct experiments with algorithmic pricing agents based on Large Language Models (LLMs). In oligopoly settings, LLM-based pricing agents quickly and autonomously reach supraco…
EconEvals: Benchmarks and Litmus Tests for Economic Decision-Making by LLM Agents
Sara Fish, Julia Shephard, Minkai Li +2
We develop evaluation methods for measuring the economic decision-making capabilities and tendencies of LLMs. First, we develop benchmarks derived from key problems in economics --…
Stable Menus of Public Goods: A Matching Problem
Sara Fish, Yannai A. Gonczarowski, Sergiu Hart
We study a matching problem between agents and public goods, in settings without monetary transfers. Since goods are public, they have no capacity constraints. There is no exogenou…