Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
APort Vault: Benchmarking AI Agent Payment Authorization with the Open Agent Passport
by Uchi Uchibeke
OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation
by Wenxue Li, Peiyan Guan, Haoyang Jiang, Junxian Cai, Hualuo Liu, Chunjie Zhang, Chong Guan, Songlian Li, Taiyi Wu, Yongjian Yu, Xiaotong Zhao, Alan Zhao, Eric Liu, Xi Chen, Yu Liu, Lei Zhu
CodeMidas: Scaling Agentic Coding RL Environments from Code Itself
by Bowen Ye, Lei Li, Shicheng Li, Zihao Yue, Linghao Zhang, Hanglong Lv, Yuanxin Liu, Wenhan Ma, Hao Tian, Rang Li, Jinhao Dong, Yikai Zhao, Xiangwei Deng, Hailin Zhang, Liang Zhao, Qi Liu, Lingpeng Kong, Tong Yang, Fuli Luo
Value-Sensitive Delegation in Everyday AI Agent Use: Evidence from OpenClaw
by Renkai Ma, Ruyuan Wan, Xuan Lu, Fan Yang, Chen Chen, Lingyao Li
BrainWideBench: Benchmarking large-scale pretraining and across-animal transfer in multi-region neural recordings
by Alexandre Andre, Shivashriganesh P. Mahato, Vinam Arora, Keshav Balaji, Divyansha Lachi, Nanda H. Krishna, Jingyun Xiao, Yizi Zhang, Ximeng Mao, Wenrui Ma, Han Yu, International Brain Laboratory, Daniel Birman, Niccolò Bonacchi, Gaelle A. Chapuis, Joana A. Catarino, Felicia Davatolhagh, Mayo Faulkner, Laura Freitas-Silva, Fei Hu, Julia M. Huntenburg, Anup Khanal, Inês Laranjeira, Petrina Lau, Guido T. Meijer, Nathaniel J. Miska, Jean-Paul Noel, Alejandro Pan-Vazquez, Georg Raiser, Cyrille Rossant, Karolina Z. Socha, Anne E. Urai, Miles J. Wells, Steven J. West, Olivier Winter, Blake Richards, Guillaume Lajoie, Cole Hurwitz, Mehdi Azabou, Matthew R. Whiteway, Liam Paninski, Eva L. Dyer
Benchmarking World Models for Continual Learning on Compositional Tasks
by Haoyu Zhou, Joe Watson, Anson Lei, Ingmar Posner
Particle Competition and Cooperation for Robust Graph Convolutional Network Learning Under Label Noise
by Fabricio Breve
How Researchers Use and Verify AI Coding Assistants: Tasks and Validation Practices in Scientific Programming
by Gabrielle O'Brien, Reed Milewicz, Nasir Eisty
Available Guardrails: Certifying Selective Prediction across ML Systems
by Parivesh Priye, Yufeng Wang, Haibin Ling, Michael Chaykowsky
An Interpretable Memory Decision Controller for LLM Agents Based on Three-Signal Complementarity: Decoupling Confidence and Consistency
by Yiming Zhang, Jinghong Zhang, Haoran Zhao, Yiren Ma, Chunlei Zhao