Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Agentic World Action Models
by Zhuoyang Liu, Dantong Niu, Botong Zhang, Boning Shao, Jing Wang, Ruijie Zheng, Yuvan Sharma, Runyu Lu, Jiaming Liu, Renrui Zhang, Roei Herzig, Yutong Bai, Ken Goldberg, Danfei Xu, Yuke Zhu, Guanzhi Wang, Linxi "Jim" Fan, Trevor Darrell
LongZero: Enhancing Long-Context Reasoning in LLMs from Zero Data
by Zhennan Wan, Jianfei Chen
Environment Duels: A Microcosm of LLM Co-Evolution
by Shibo Jin, Zhiqiu Xu, Yiling Zou, Shangyu Gong, Mayur Naik
Quant-Arena: Benchmarking LLM Agents for Quantitative Trading Research
by Houde Qian, Zheng Jiang, Wenyi Li, Chenxi Xu, Xinjie Lin, Yuzhao Peng, Ruoyu Han, Youjie Zheng, Kaisen Yang, Qinhuai Na, You Fu, Calvin Xiao
Multimodal Embodied Agents: A Unified Capability-centric Perspective from Computer-Use to Robot-Use
by Yanzhe Chen, Ziyi Yang, Jifeng Zhu, Qiming Huang, Ruihe An, Peiyao Xu, Hesen Yang, Runda Liu, Chang Gong, Zhijun Cao, Zechen Bai, Wenzheng Zeng, Yiqi Lin, Guoqiang Liang, Kevin Yuchen Ma, Kevin Qinghong Lin, Mike Zheng Shou
Did the Problem Actually Get Harder? Testing LLMs on Paired P and NP-Complete Problems Hardened by Adversarial Multi-Agent Rewriting
by Nurul Labib Sayeedi, Md. Faiyaz Abdullah Sayeedi, Zabir Al Nazi, Mahbub E Sobhani, Shubhashis Roy Dipta
Weight Placement Is Not Enough: Synchronization in Multi-Node CPU Decoding of Ternary LLMs
by Runguo Li, Dezhen Lu
Adaptive Multi-Token Prediction: How far should we go?
by Emile Anand, Mohammed Rehan Parwani, Xinyuan Cao
NarraSpace: Multimodal Scene-Grounded Evidence for Picture-Description Dementia Classification
by Qingming Li, Ruiyan Sun, Satoshi Nakamura
Semantic Observability for Autonomous Systems Diagnostics
by Jitendra Solanki, Anand Todkar, Ziran Min