Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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APort Vault: Benchmarking AI Agent Payment Authorization with the Open Agent Passport
by Uchi Uchibeke
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
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
Bayesian Belief Layer for Controllable Opinion Dynamics in LLM Agents
by Hafsa Akbar, Daniel Platnick, Marjan Alirezaie, Hossein Rahnama
A Lie Detector Test for Language Models: Reading Knowledge a Model Won't Reveal
by Hiskias Dingeto
Can 4D Foundation Models Remember?
by Guangzhao He, Hadar Averbuch-Elor, Wei-Chiu Ma
Quantifying Overclaiming Propensity in Frontier LLM Agents
by Nolan Smyth, Yorguin-Jose Mantilla-Ramos, Pascal Jr Tikeng Notsawo, Saskia Helbling, Alberto Tosato, Mohamed Amine Merzouk, Nouha Dziri, Gauthier Gidel, Tommaso Tosato
StageGuard: Learning Stage Transitions for Long-Horizon Robot Tasks via Agentic Distillation
by Jinbang Huang, Yuanzhao Hu, Zhiyuan Li, Ran Qi, Yixin Xiao, Yangzheng Wu, Tengyue Ba, Zhanguang Zhang, Yingxue Zhang
An Empirical Study of Harness Design for Coding Agents
by Run-Ze Fan, Zihao Zhang, Simin Ma, Yebowen Hu, Shouju Wang, Kaiqiang Song, Fei Liu, Hamed Zamani, Xiaoyang Wang