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🔥 This Morning2026-11-03
- OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
- Trending paper "Advances in Agentic Computer Graphics" gains significant traction with 103 Hugging Face community upvotes.
- Community focus shifts to: "Airfoil" trending across Developer and Hacker forums.
Updated: 06:00 UTC
💬 Social Pulse SentimentAI Synthesized
Scaling laws & hardware limits18%
Open source & local LLMs32%
Agentic platforms & code automation25%
Safety, ethics & regulatory policies25%
Trending Threads
📄 Trending Research Papers (No Abstracts)
Digests →Advances in Agentic Computer GraphicsBy Hengyu Liu, Jihyeon Je, Ruiqi Wang, Mingxuan Wu, Haven Feng, Qixing Huang, Georgios Pavlakos, Hao Zhang, Jiajun Wu, Maneesh Agrawala, Leonidas Guibas, R. Kenny Jones, Shangzhe Wu, Guandao Yang
▲ 103
💬 6Wave Forcing: Towards Speed-of-Light Streaming Video GenerationBy Yijie Jin, Yuxuan Liu, Jiajun Xu, Ye Huang, Chuzhi Wang, Jiayang Li, Ruiyang Chen, Chenling Hong, Xu Wang, Zhijie Deng
▲ 101
💬 5CUA-Master: Scaling Computer-use Agents through Open-World Recursive ImprovementsBy Xinlei Yu, Gen Li, Ji Zhao, Zhangquan Chen, Congcong Wang, Shuai Dong, Zelin Peng, Yuqi Xu, Hongrui Wu, Kaiwen Tuo, Cheng Yang, Kaituo Feng, Yifan Wu, Jiayi Zhang, Dongming Wu, Wenqi Shao, Jiaqi Wang, Xiangyu Yue
▲ 91
💬 7CoworkOS:Scaling Agent Coworkers for Real-world AutomationBy Jiajie Jin, Guanting Dong, Chengjun Pan, Xin Deng, Zhuohui Sheng, Guoqiang Wang, Tao Gui, Yutao Zhu, Yujia Chen, Shihong Yi, Binze Hu, Zhixiong Yang, Zhichao Sun, Rui Wang, Han Han, Mingyu Ma, Junhao Huang, Xiaotao Wang, Huicheng Jiang, Yuyang Hu, Xinyu Yang, Wanghan Xu, Yajie Yang, Zhecan Wang, Honglin Guo, Xiaoyu Xing, Xiaoqian Zhang, Yulun Zhu, Xiaoxi Li, Jiahang Lin, Shaofan Liu, Shihan Dou, Zhiheng Xi, Qi Zhang, Yu-Gang Jiang, See-Kiong Ng, Yang Zhang, Tat-Seng Chua, Ji-Rong Wen, Zhicheng Dou
▲ 87
💬 9Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-ImprovementBy Liaoyuan Fan, Yuhao Zheng, Dongxing Mao, Hangyu Ran, Siyuan Hu, Weijia Mao, Rui Zhao, Weijia Wu, Guian Fang, Yanzhe Chen, Zeyu Zhu, Yuxin Jiang, Yiren Song, Yuchao Gu, Junchao Yi, Qi Hu, Dan Kong, Alex Jinpeng Wang, Kevin Qinghong Lin, Mike Zheng Shou, Wei Liu
▲ 68
💬 5Democratizing Robot-Use Agents: A Unified Harness with Open ModelsBy Jiarui Yuan, Yuxin Zuo, Xiaoyu Huang, Wenbo Zhang, Kwanyoung Park, Junlin Yang, Tianxiang Zhang, Ruoqu Chen, Yutao Ouyang, Bingxiang He, Xingtai Lv, Hongjin Wu, Jiajun Liu, Jiahao Zhao, Tianwei Luo, Haozhan Li, Cheng Qian, Jiaxin Ge, Huan-ang Gao, Kaisen Yang, Jiaqi Deng, Qixin Xu, Siqiao Huang, Bowen Zhou, Mengdi Xu, Zhiyuan Liu, Pieter Abbeel, Ning Ding
▲ 41
💬 6SWE-Trail: History-Guided Trajectory Collection for Coding Agent TrainingBy Ziming Li, Lu Yu, Jiatan Huang, Qing Cui, Jun Zhou, Chuxu Zhang
▲ 34
💬 6NorthCUA Technical Report: Turbocharging Computer-Use Agents through Experience at ScaleBy Chaoyun Zhang, Bingxuan Li, Pinxue Guo, Yangfan Gao, Zikun Cai, Tianci Xie, Hui Li, Yuqi Huang, Yifei Cao, Bo Mao, Tian Tang, Qichang Zheng, Tongtong Liu, Xiaoxing Wang, Jinxiu Liu, Lizhi Lin, Zhou Shao, Maosen Zhou, Miao Zheng, Shuo Zhang, Yangji He, Kepeng Lei, Ning Zhao, Wei Shen, Zhenjiang Jin, Xinyue Zhang, Peng Sun, Zhenhua Han, Rui Zheng, Hang Yan
▲ 30
💬 7Lost in Recovery: Demystifying Recovery Behavior of Computer-Use Agents via Goal-Oriented Action ReplayBy Byeonghun Bang, Sangwoo Park, Jinheon Baek, Kangsan Kim, Youngwan Lee, Sung Ju Hwang
▲ 29
💬 1Follow the Gradient: Tracing Safety Degradation Back to Training DataBy Saket Reddy, Amro Abbas, Anshuman Suri, Ari Morcos, David Schwab, Pratyush Maini
▲ 29
💬 9PhotoGuider: Composition-Aware Cropping and 360^{circ} View Framing with Explainable Photographic AssessmentsBy Yuan-Kang Lee, Kuan-Lin Chen, Chia-Che Chang, Yu-Lun Liu
▲ 28
💬 9Order-Only On-Policy DistillationBy Guangzeng Han, Yu Wu, Xiaolei Huang
▲ 25
💬 9Reviso: Not All Visual Evidence Deserves Equal Attention in Video CaptioningBy Tengfei Liu, Yang Shi, Yuran Wang, Yuqi Tang, Yizhuo Jia, Zhuoran Zhang, Qixun Wang, Shujie Li, Xuanyu Zhu, Xinyu Liu, Minghui Guo, Shixuan Liu, Haotian Wang, Yuanxing Zhang, Pengfei Wan
▲ 25
💬 2IdeaTaste: Do LLMs Share the Research Taste of Human Researchers?By Shanshan Zhong, Chen Xu, Jingjie Ning, Zhengzhong Liu, Aviral Kumar, Chenyan Xiong
▲ 23
💬 2When Does Latent Prediction Error Support Physical Surprise Claims in Video World Models?By Anton Hristov, Aleksandar Slavov, Vasil Vasilev
▲ 23
💬 7AGI Watch:~0y 0d 0h 0m 0s
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