The Research Desk.

The AI Layoff Trap

Brett Hemenway Falk, Gerry Tsoukalas

University of Pennsylvania - The Wharton School, Boston University

Mind Viruses: Self-Propagating Ideas in Multi-Agent LLM Systems

Vassilis Papadopoulos, McNair Shah, Sam Zimmerman, Jack Lindsey

Mathematics in the age of AI

Terence Tao

Mathematics in the age of AI

Terence Tao

Address: UCLA Department of Mathematics, Los Angeles, CA 90095-1555, UCLA Department of Mathematics, Los Angeles, CA 90095-1555

Autonomous De Novo Protein Binder Design with Claude

Amir Shanehsazzadeh

Recirculation

Michael C. Mozer, Shoaib Ahmed Siddiqui, Danny Sawyer

Thanks: Work performed while a student researcher at DeepMind, Michael C. MozerGoogle DeepMind, Shoaib Ahmed SiddiquiGoogle DeepMind, Danny SawyerGoogle DeepMind, Rosanne LiuGoogle DeepMind

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Weiliang Chen, Haowen Sun, Jun Gao

https://github.com/mirros-lab/harnesseval-w, https://mirros-lab.github.io/HarnessEval-W

Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements

Zhi Zheng, Rongsheng Chen, Yunpeng Ba

† † affiliation: National University of Singapore, † † affiliation: Southern University of Science and Technology, NUS — National University of Singapore

Hydra-0: Action Flow for Generalist World Modeling and Control

Hongyu Li, Bowen Wen, Xinghao Zhu

NVIDIA, Brown University, Columbia University, Harvard University

Temporal Multi-Signal Fusion for Token-Level Hallucination Detection

Igor Itkin

Bounded Agents: Delegation Security for Multi-Agent AI Systems

Xabier Muruaga

SkillGate: Training In-Policy Skill Selection in Long-Horizon Agents

Qingyao Li, Wenxiang Jiao, Shuai Shao, Kangning Zhang, Yuan Lu

Shanghai Jiao Tong University