Shujia Liang

Shujia Liang (Nathan)

Core Contributor, OpenRSI Foundation

I am a core contributor at OpenRSI Foundation, a non-profit aiming towards open-source infrastructure of recursive self-improvement. My interests span AI, computational physics, statistics, chemistry, history, blockchain, and political economy.

I am currently contributing to Agent's Last Exam V2 (Benchmark), OpenRSI-Index (Artifacts), and OpenRSI-X-Index (Coming soon). If you are interested in contributing any scientific tasks, please contact me.

Previously, I was a PhD student in Computational Physics at Stanford and hold a BS with high honors from UC Berkeley. I co-authored an open standard for zero-knowledge verification of AI agent payments (ERC-8150), won 1st place at ETHDenver 2026 with VAEB, a guardrail for AI agent actions, shipped AI infrastructure serving 600k MAU, and have red-teamed 400+ systems in security reviews.

I am passionate about:

  • computational science + AI to expand human-knowledge boundaries faster
  • humanitarian science + AI for deeper comprehension of the past and sharper vision of the future
  • consensus-based guardrails for AI safety and alignment

News

Projects

Jenny Zhang, Justin Cheng, Harry Lee, Shujia Liang (Nathan)
Guardrail for AI agent actions: a zero-knowledge proof checks that each action matches what the user signed off on before it executes
Shujia Liang
Lecture notes for Chem 371 — non-equilibrium statistical mechanics
Shujia Liang
Custom version of LAMMPS for non-equilibrium molecular dynamics simulations
Shujia Liang, Vincent Dufour
Molecular analysis toolkit
Shujia Liang, Tianyi Liu, Fangze Liu
Deep convolutional generative adversarial network applied to the 2D Ising model

Publications

Hydroxyl-hydronium pair imaging
MF Lin, N Singh, S Liang, M Mo, JPF Nunes, K Ledbetter, J Yang, ...
Science 374 (6563), 92-95, 2021
Justin Cheng, Shujia Liang (Nathan)
Ethereum Standards Track (ERC), Draft, 2025
Z Chen, X Na, CB Curry, S Liang, M French, A Descamps, DP DePonte, ...
Matter and Radiation at Extremes 6 (5), 2021
M Mo, C Chen, M Arefev, D Deponte, S Liang, MF Lin, C Crissman, ...
APS March Meeting Abstracts 2022, M24.003, 2022
Z Chen, X Na, CB Curry, S Liang, M French, A Descamps, D Deponte, ...
APS Division of Plasma Physics Meeting Abstracts 2021, BO05.005, 2021