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
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
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
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning
by Yan Yu, Zhengxi Lu, Yizhou Liu, Yichen Pan, Aozhe Wang, Qipeng Chen, Hua Yang, Wenqi Zhang, Weiming Lu, Qianglong Chen, Yongliang Shen
RAFT: A Stateful Retrieval-Augmented Framework for Troubleshooting Agents
by Mingxuan Zhang, Xiaowen Wang, Anupma Sharan, Zhengyi Chen, Chenyu Diana Zhang, Shanshan Yang, Chittibabu Pacharu
Deep Noir: Autonomous Steering Discovery via Architectural Chronometry in Transformer Models
by Frank E. Bobe III, Gregory D. Vetaw, Darshan W. Bryner, Matthew G. Cook, Jose L. Salas-Vernis
Should This Case Be Adapted? Prediction Fragmentation Controls Test-Time Adaptation
by Lili Wang, Jing Li, Xiaowen Sun, Xiangyu Hu, Zhuangzhuang Gu, Jian Liu, Srihari Nelakuditi, Yan Tong