Papers

Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.

All ai machine learning cybersecurity scraping programming languages technology Important
ai Sep 22 Who Pays for the KV Cache? Attributing Shared AI Inference Spend Across Kubernetes and LLM Provider Bills by Timothy Urista machine learning Sep 22 Critical-State RL: Diagnosing Trainable States for Multi-Turn Tool Use by Zixiang Chen, Wenting Zhao, Zhepeng Cen, Akshara Prabhakar, Jielin Qiu, Jianguo Zhang, Zhiwei Liu, Tulika Manoj Awalgaonkar, Liangwei Yang, Shelby Heinecke, Silvio Savarese, Huan Wang ai Sep 22 onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction by Lei Yang, Mengyin Liu, Jia Wang, Hangyu Guo, Liang Zhao, Zheng Ge, Kang An, Binxing Jiao, Qi Han, Daxin Jiang, Siqi Shen, Xiangyu Zhang cybersecurity Sep 22 Residual Community Prototypes Under-Reject Held-Out Malware Families in FCG-MFD by Junru Zhu, Yixin Yang, Xiaoqing Ding, Ruoyu Qi ai Sep 22 LoRA-generating hypernetworks for efficient on-device LLM generative personalization by Sean Augenstein, Li Ding, Jihwan Lee, Keith Rush, Andrey Zhmoginov ai Sep 22 Harness-Zero: Harness Distillation via Agent-as-Harness by Haoran Ye, Yuxing Lu, Haonan Dong, Zhaochen Su, Guojie Song machine learning Sep 22 RRSI: Regularized Recursive Self-Improvement of Agent Harnesses by Peng Xia, Rujun Han, Zifeng Wang, Yanfei Chen, Yufan Zhang, Yoonho Lee, Chengsong Huang, Han Yu, Zhongying CuiZhu, Yifei Ming, Huaxiu Yao, Burak Gokturk, Tomas Pfister, Chen-Yu Lee machine learning Sep 22 Rare Event Estimation via Iterative Unalignment by Hanming Yang, Daksh Mittal, Jing Dong, Hongseok Namkoong ai Sep 22 Emergent Collusion in Long-Horizon LLM Agent Interaction by Xinrui Shi, Yanzhe Zhang, Diyi Yang ai Sep 21 Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design by Hongyang Du, Lan Yan, Christian Flores, Asim Kadav