October 8, 2026
San Francisco
Topics
Evaluating agents in realistic, dynamic, tool-rich environments.
Autonomy horizon
Measuring how far agents can act independently over long horizons.
Output complexity
Scoring sophisticated, verifiable, multi-artifact deliverables.
Speakers and Presenters

François Chollet
Co-Creator
ARC Prize
Creator
Keras & ARC-AGI

Dawn Song
Professor, Computer Science
UC Berkeley
Director
Berkeley RDI
VP of AI Research
Meta

Sudip Roy
Co-Founder & CTO
Adaption

Sanmi Koyejo
Director
Stanford STAIR Lab
Co-Founder
Virtue AI
Niko Grupen
Head of Applied Research
Harvey

Braden Hancock
AI Researcher & Investor | Partner
Laude Institute

David Hall
Member of Technical Staff
Open Athena
Alex Ratner
CEO & Founder

Alex Shaw
Co-Creator
Terminal Bench & Harbor

Steven Dillmann
PhD Student
Stanford University
Terminal-Bench-Science
Yiyou Sun
Co-Project Lead

Xinyang (David) Han
PhD Student
UC Berkeley
Co-Project Lead

Weichen Zhang
PhD Student
UC San Diego
Co-Project Lead
AgentLE
Russell Yang
Applied Scientist
JudgmentBench

Riya Ranjan
Research Staff
Stanford University
Project Member
JudgmentBench

Pierce Kelaita
Applied Research, Liftlab,
Stanford Law School
Project Member
JudgmentBench
Annas Bin Adil
Co-Project Lead
Kelly Buchanan
Gabriel Orlanski
Nicholas Roberts
Postdoc Fellow
Virginia Smith

Aashiq Muhamed
PhD Student
Project Lead
Vincent Sunn Chen

Anmol Kabra
PhD Student
Cornell University
Project Lead
PhantomEnvironments

Dongyeop Kang
Assistant Professor
University of Minnesota
Faculty Lead
SciVeri-Bench

Young-Jun Lee
Visiting Scholar
University of Minnesota
Project Lead
SciVeri-Bench

Emmy Liu
PhD Student
Carnegie Mellon University
Project Lead
HalluWorld

Harit Vishwakarma
Senior Postdoctoral Research Fellow
University of Oxford
Project Lead
Paperena

Thomson Yen
PhD Student
Columbia University
Project Lead
MBABench

Kit Dobyns
Co-Founder
Atella.ai
Co-Project Lead
STELLA-Bench

Yuexing Hao
Researcher
Microsoft
Project Lead
MedPAIR

Shashwat Goel
Student Researcher
Co-Project Lead
FutureSim

Nikhil Chandak
PhD Student
Max Planck Institute
Co-Project Lead
FutureSim

Arvindh Arun
Research Scientist Intern
Sakana AI
Co-Project Lead
FutureSim

Xun Liu
PhD Student
University of Illinois Urbana-Champaign
Project Lead
AgentAbstain

Jackson Clark
PhD Student
University of Illinois Urbana-Champaign
Project Lead
SREGym

Kyuseong Choi
Statistics PhD Candidate
Cornell Tech
Project Lead
ORCA-Bench

Albert Gong
PhD Student
Cornell University
Project Lead
ORCA-Bench



