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🔥 This Morning2026-07-27
- OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
- Trending paper "AREX: Towards a Recursively Self-Improving Agent for Deep Research" gains significant traction with 142 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 limits17%
Open source & local LLMs32%
Agentic platforms & code automation27%
Safety, ethics & regulatory policies24%
Trending Threads
📄 Trending Research Papers (No Abstracts)
Digests →AREX: Towards a Recursively Self-Improving Agent for Deep ResearchBy Shuqi Lu, Chaofan Li, Kun Luo, Zhang Zhang, Hui Wang, Hongwang Xiao, Zheng Liu, Lei Xiong, Jiahao Wang, Sen Wang, Xiyan Jiang, Wanli Li, Yuyang Hu, Hongjin Qian, Bingyu Yan, Ziyi Xia, Yingxia Shao, Kang Liu, Zhicheng Dou, Di He, Chaozhuo Li, Qiwei Ye, Zhongyuan Wang, Zheng Liu
▲ 142
💬 0K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMsBy Hao Liang, Qihan Lin, Zhaoyang Han, Xiaochen Ma, Zhen Hao Wong, Meiyi Qiang, Linzhuang Sun, Wentao Zhang
▲ 57
💬 1ReferTrack: Referring Then Tracking for Embodied Visual TrackingBy Hanjing Ye, Tianle Zeng, Jiazhao Zhang, Shaoan Wang, Zibo Zhang, Weisi Situ, Yuchen Zhou, Yonggen Ling, Hong Zhang
▲ 50
💬 1Visual Contrastive Self-DistillationBy Yijun Liang, Yunjie Tian, Yijiang Li, Yuqi Jia, Furong Huang, Tianyi Zhou, Di Fu
▲ 44
💬 3DataPrep-Bench: Benchmarking LLMs as Training Data PreparatorsBy Hao Liang, Qifeng Cai, Yibo Lin, Jianzhuo Du, Qifeng Xia, Sizhe Qiu, Linzhuang Sun, Meiyi Qiang, Zhaoyang Han, Xiaochen Ma, Bohan Zeng, Ruichuan An, Conghui He, Wentao Zhang
▲ 37
💬 9Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM TextBy Xu Wang, Kaixiang Yao, Miao Pan, Xiaohe Zhou, Xuanyu Liu, Wenqi Zhang, Xuhong Zhang
▲ 35
💬 2SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video GenerationBy Junsong Chen, Jincheng Yu, Yitong Li, Shuchen Xue, Haozhe Liu, Jingyu Xin, Yuyang Zhao, Tian Ye, Zhangjie Wu, Zian Wang, Daquan Zhou, Ping Luo, Song Han, Enze Xie
▲ 34
💬 7Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving SkillsBy Siyuan Huang, Pengyu Cheng, Haotian Liu, Tao Chen, Yihao Liu, Jingwei Ni, Shijie Zhou, Ziyi Yang, Gangwei Jiang, Mengyu Zhou, Yu Cheng, Xiaoxi Jiang, Guanjun Jiang
▲ 29
💬 5NVIDIA-labs OO Agents: Native Python Object-Oriented AgentsBy Paul Furgale, Severin Klingler, James Nolan, Matt Staats, Gaia Di Lorenzo, Elisa Martinez Abad, Christian Schüller, Razvan Dinu, Alessio Devoto, Pascal Berard, Gal Kaplun, Elad Sarafian, Riccardo Roveri, Leon Derczynski, Ricardo Silveira Cabral
▲ 28
💬 3An Exam for Active ObserversBy Jiarui Zhang, Muzi Tao, Shangshang Wang, Ollie Liu, Xuezhe Ma, Willie Neiswanger
▲ 25
💬 4Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task ConstructionBy Tencent WorkBuddy Bench Team, Siqi Cai, Shaopeng Chen, Xiang Fei, Yong Mao, Zihan Xu, Zhiheng Lyu, Zhijian Shao, Yuchen Shi, Shuwen Zhang, Chaofan Qiu, Linjie Che, Xiaoxi Zhao, Feng Wu, Kai Zhang, Chaofan Zhu, Yubin Qi, Xiaoyun Liang, Peijie Dong, Yunhao Zhang, Yuanjie Zhu, Ling Jiang, Xianjun Zhang, Zhehang Chu, Anyuan Sang, Zhen Feng, Sen Nie, Shi Wu, Yuanzhen Xu, Xin Li, Ning Yang, Zhiqiang Dong, Hande Dong, Qiang Lin, Yi Liu, Yunsheng Wu, Ke Li, Xing Sun
▲ 24
💬 6LLMs Get Lost in Evolving User IntentBy Jihoon Tack, Philippe Laban, Jennifer Neville
▲ 22
💬 2Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement LearningBy Jian Hu, Huiying Li, Hao Zhang, Binfeng Xu, Yifan Zhang, Shaokun Zhang, Hemil Desai, Michael Demoret, Pavlo Molchanov, Jan Kautz, Yi Dong
▲ 20
💬 5Color Pass-Through via Camera-Display CouplingBy Ruikang Li, Molin Li, Jiarui Wu, Zhe Wei, Pengpeng Liu, Tianfan Xue
▲ 19
💬 7Self-Supervised Learning of Structured Dynamics from VideosBy Lukas Knobel, Andrew Zisserman, Yuki M. Asano
▲ 18
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