Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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AutoAgent0: An Agentic Runtime for Safe Closed-Loop Driving
by Jiageng Liu, Seth Z. Zhao, Zewei Zhou, Alejandro Huerta, Aidan Bayer-Calvert, Yuxin Bao, Haotian Lin, Robert Spataru, Zijun Cui, Yining Hong, Bolei Zhou, Jiaqi Ma
AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards
by Xin Gao, Yifan Yang, Xin Li, Pan Wang, Yan Li, Muzhao Tian, Mingxi Cheng, Bei Liu, Kai Qiu, Qi Dai, Dong Chen, Yue Dong, Leandros Tassiulas, Rex Ying, Ji Li, Chong Luo
Visual Tokens on Demand: Visual Budgeting for Scalable and Efficient Multi-Image Reasoning in Multimodal LLMs
by Aimon Rahman, Joymallya Chakraborty, Vidit Bansal, Abhishek Dan
PixelMoE: Scaling Pixel-Space Diffusion with LLM-Style Mixture-of-Experts
by Ruixiao Dong, Jianmin Bao, Bozhi Luan, Zijie Meng, Xin Tao, Pengfei Wan, Kun Gai, Li Li, Houqiang Li
Can Language Models Play the Wikipedia Game?
by Alexander Hickey, Joanna Knight, James Bishop
RATED: Reliability-Aware AI Agent Tool Retrieval via Execution Dynamics
by Weiliang Chen, Song Liao
X-AgentRed: Red-Teaming Personal Agents in Evolving Multi-Service Ecosystems
by Yeonsung Jung, Zhiyuan Wang, Zifan Wang, Vítor Albiero, Benjamin Newman, Edoardo Debenedetti, Ivan Evtimov, Ninareh Mehrabi
Ask Your Advisor: Learning When to Consult Stronger Models in Agentic Systems
by Pascal Sowietzki, Steffen Holter, Yannick Metz, Emil Kasper, Raphael Baur, Mennatallah El-Assady
QTestBench: A Test Framework for Evaluating LLM-Generated Quantum Code
by Meriem Terki, Nouhaila Innan, Minghao Shao, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique
On the estimation and validity of AI time horizons---a statistical look at the METR plot
by Drew T. Nguyen, William Fithian