Jared Quincy Davis

Joined

May 2022

Names

Jared Quincy Davis (Preferred)

Emails

****@cs.stanford.edu (Confirmed)

****@mlfoundry.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Computer Science Department, Stanford University (cs.stanford.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Matei Zaharia

Present

PhD Advisor

Jure Leskovec

Present

Expertise

Deep learning

2019 – 2025

Publications

Measuring Agents in Production
Melissa Pan, Negar Arabzadeh, Riccardo Cogo, Yuxuan Zhu, Alexander Xiong, Lakshya A Agrawal, Huanzhi Mao, Emma Shen, Sid Pallerla, Liana Patel, Shu Liu, Tianneng Shi, Xiaoyuan Liu, Jared Quincy Davis, Emmanuele Lacavalla, Alessandro Basile, Shuyi Yang, Paul Castro, Daniel Kang, Koushik Sen et al. (5 additional authors not shown)
- ICLR 2026 AIWILD
- Readers: Everyone
Measuring Agents in Production
Melissa Pan, Negar Arabzadeh, Riccardo Cogo, Yuxuan Zhu, Alexander Xiong, Lakshya A Agrawal, Huanzhi Mao, Emma Shen, Sid Pallerla, Liana Patel, Shu Liu, Tianneng Shi, Xiaoyuan Liu, Jared Quincy Davis, Emmanuele Lacavalla, Alessandro Basile, Shuyi Yang, Paul Castro, Daniel Kang, Koushik Sen et al. (5 additional authors not shown)
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
LLM CHESS: Benchmarking Reasoning and Instruction-Following in LLMs through Chess
Sai Kolasani, Maxim Saplin, Nicholas Crispino, Kyle Montgomery, Jared Quincy Davis, Matei Zaharia, Chi Wang, Chenguang Wang
- Submitted to ICLR 2026
- Readers: Everyone
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation
Alan Zhu, Parth Asawa, Jared Quincy Davis, Lingjiao Chen, Boris Hanin, Ion Stoica, Joseph E. Gonzalez, Matei Zaharia
- Submitted to ICLR 2026
- Readers: Everyone
LLMSELECTOR: Towards Model Selection Optimization for Compound AI Systems
Lingjiao Chen, Jared Quincy Davis, Boris Hanin, Peter Bailis, Matei Zaharia, James Zou, Ion Stoica
- Submitted to ICLR 2026
- Readers: Everyone
LLM CHESS: Benchmarking Reasoning and Instruction-Following in LLMs through Chess
Sai Kolasani, Maxim Saplin, Nicholas Crispino, Kyle Montgomery, Jared Quincy Davis, Matei Zaharia, Chi Wang, Chenguang Wang
- FoRLM 2025
- Readers: Everyone
LLMSELECTOR: Learning to Select Models in Compound AI Systems
Lingjiao Chen, Jared Quincy Davis, Boris Hanin, Peter Bailis, James Zou, Matei Zaharia, Ion Stoica
- CFAgentic @ ICML'25 Oral
- Readers: Everyone
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
Lingjiao Chen, Jared Quincy Davis, Boris Hanin, Peter Bailis, Ion Stoica, Matei Zaharia, James Zou
- NeurIPS 2024 poster
- Readers: Everyone
Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
Lingjiao Chen, Jared Quincy Davis, Boris Hanin, Peter Bailis, Ion Stoica, Matei Zaharia, James Zou
- CoRR 2024
- Readers: Everyone
Specifications: The missing link to making the development of LLM systems an engineering discipline
Ion Stoica, Matei Zaharia, Joseph Gonzalez, Ken Goldberg, Koushik Sen, Hao Zhang, Anastasios Angelopoulos, Shishir G. Patil, Lingjiao Chen, Wei-Lin Chiang, Jared Quincy Davis
- CoRR 2024
- Readers: Everyone

View all 24 publications

Co-Authors

View all 163 co-authors