Julia Shephard

Undergrad student, Economics, Harvard University

Joined

January 2025

Names

Julia Shephard (Preferred)

Emails

****@college.harvard.edu (Confirmed)

Personal Links

Career & Education History

Undergrad student

Economics, Harvard University (harvard.edu)

2022 – 2026

Advisors, Relations & Conflicts

Coauthor

2024 – 2025

Coauthor

Yannai A. Gonczarowski

2024 – 2025

Coworker

2023 – 2024

Expertise

No areas of expertise listed

Publications

Litmus Tests—Quantifying How LLMs Trade Off Competing Objectives: Economic Decisionmaking as a Case Study
Sara Fish, Julia Shephard, Minkai Li, Ran I Shorrer, Yannai A. Gonczarowski
- Submitted to ICLR 2026
- Readers: Everyone
EconAgentBench: Economic Benchmarks for LLM Agents in Unknown Environments
Sara Fish, Julia Shephard, Minkai Li, Ran I Shorrer, Yannai A. Gonczarowski
- Submitted to ICLR 2026
- Readers: Everyone
EconEvals: Benchmarks and Litmus Tests for LLM Agents in Unknown Environments
Sara Fish, Julia Shephard, Minkai Li, Ran I Shorrer, Yannai A. Gonczarowski
- MoFA Poster
- Readers: Everyone
EconEvals: Benchmarks and Litmus Tests for LLM Agents in Unknown Environments
Sara Fish, Julia Shephard, Minkai Li, Ran I Shorrer, Yannai A. Gonczarowski
- CFAgentic @ ICML'25 Poster
- Readers: Everyone
EconEvals: Benchmarks and Litmus Tests for LLM Agents in Unknown Environments
Sara Fish, Julia Shephard, Minkai Li, Ran I Shorrer, Yannai A. Gonczarowski
- WCUA 2025 Poster
- Readers: Everyone
EconEvals: Benchmarks and Litmus Tests for LLM Agents in Unknown Environments
Sara Fish, Julia Shephard, Minkai Li, Ran I. Shorrer, Yannai A. Gonczarowski
- CoRR 2025
- Readers: Everyone

Co-Authors