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🔥 This Morning2026-07-15
- OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
- Trending paper "Weak-to-Strong Generalization via Direct On-Policy Distillation" gains significant traction with 112 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 →Weak-to-Strong Generalization via Direct On-Policy DistillationBy Shiyuan Feng, Huan-ang Gao, Haohan Chi, Hanlin Wu, Zhilong Zhang, Zheng Jiang, Bingxiang He, Wei-Ying Ma, Ya-Qin Zhang, Hao Zhou
▲ 112
💬 4ABot-N1: Toward a General Visual Language Navigation Foundation ModelBy Ruiyan Gong, Yingnan Guo, Junjun Hu, Jintao Kong, Xiaoxu Leng, Tianlun Li, Weize Li, Fei Liu, Zhicheng Liu, Jia Lu, Minghua Luo, Chenlin Ming, Yanfen Shen, Jiyue Tao, Zhengbo Wang, Mingyang Yin, Minqi Gu, Zihao Guan, Wei Guo, Guoqing Liu, Huachong Pang, Menglin Yang, Zeqian Ye, Xiaoxiao Geng, Zhining Gu, Honglin Han, Di Jing, Hongyu Pan, Mingchao Sun, Kuan Yang, Jianfang Zhang, Yanghong Chen, Ye He, Wei Mei, Jiahao Shi, Xiangpo Yang, Yanqing Zhu, Zedong Chu, Xiaolong Wu, Mu Xu
▲ 84
💬 3ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal MemoryBy Jiayi Tian, Shiao Liu, Yuting Xu, Jia Lu, Zihao Guan, Honglin Han, Di Yang, Minqi Gu, Yifei Qian, Tianlin Zhang, Yanqing Zhu, Zeqian Ye, Menglin Yang, Fei Wang, Xu Hu, Xiuxian Li, Wei Zhang, Shihui Su, Yiyan Ji, Jingbo Wang, Ziteng Feng, Jiaheng Liu, Zhaoxiang Zhang, Xiaolong Wu, Mingyang Yin, Zedong Chu, Mu Xu
▲ 71
💬 3Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based GradingBy Zongxia Li, Zhongzhi Li, Yucheng Shi, Ruhan Wang, Junyao Yang, Zhichao Liu, Xiyang Wu, Anhao Li, Yue Yu, Ninghao Liu, Lichao Sun, Haotao Mi, LeoweiLiang
▲ 64
💬 0Video Generation Models are General-Purpose Vision LearnersBy Letian Wang, Chuhan Zhang, Rishabh Kabra, Jasper Uijlings, Steven Waslander, Andrew Zisserman, Joao Carreira, Kaiming He, Misha Andriluka, Eduard Gabriel Bazavan, Andrei Zanfir, Cristian Sminchisescu
▲ 59
💬 9Scalable Visual Pretraining for Language IntelligenceBy Yiming Zhang, Zhonghan Zhao, Wenwei Zhang, Haiteng Zhao, Tianyang Lin, Yunhua Zhou, Demin Song, Kuikun Liu, Haochen Ye, Haian Huang, Yuzhe Gu, Haijun Lv, Qipeng Guo, Bin Liu, Gaoang Wang, Kai Chen
▲ 50
💬 54D Human-Scene Reconstruction from Low-Overlap CapturesBy Minhyuk Hwang, Sangmin Kim, Seunguk Do, Daneul Kim, Jaesik Park
▲ 42
💬 0Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image GenerationBy Runhui Huang, Qihui Zhang, Zhe Liu, Yu Gao, Jie Wu, Hengshuang Zhao
▲ 38
💬 4LightMem-Ego: Your AI Memory for Everyday LifeBy Yijun Chen, Boyi Xiao, Yixian Zhao, Haoting Xia, Buqiang Xu, Jizhan Fang, Yanya Li, Yaqi Zheng, Xuehai Wang, Zirui Xue, Liuxin Zhang, Hui Li, Ningyu Zhang
▲ 36
💬 8SynthDocBench: Controlled Benchmark for Long-Context Visual Document UnderstandingBy Abhigya Verma, Khyati Mahajan, Amit Kumar Saha, Shruthan Radhakrishna, Sagar Davasam, Vikas Yadav, Sai Rajeswar Mudumba
▲ 32
💬 6LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion ModelsBy Cheng-De Fan, Chun-Wei Tuan Mu, Chen-Wei Chang, Chin-Yang Lin, Kun-Ru Wu, Yu-Chee Tseng, Yu-Lun Liu
▲ 31
💬 4Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation ModelBy Xinghang Li, Jun Guo, Qiwei Li, Long Qian, Hang Lai, Yueze Wang, Hongyu Yan, Jiahang Cao, Xi Chen, Jingen Qu, Jiaxi Song, Nan Sun, Hanye Zhao, Futeng Liu, Wanli Peng, Heyun Wang, Yunhong Wang, Caoyu Xia, Jack Zhao, Diyun Xiang, Hangjun Ye, Heng Qu, Huaping Liu, Jason Li
▲ 30
💬 7Trust Region Policy DistillationBy Zhengpeng Xie, Li Lyna Zhang, Zeke Xie, Mao Yang
▲ 24
💬 1KronQ: LLM Quantization via Kronecker-Factored HessianBy Donghyun Lee, Yuhang Li, Ruokai Yin, Priyadarshini Panda
▲ 23
💬 3AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and VerificationBy Lingkai Kong, Zijian Wu, Yuzhe Gu, Haiteng Zhao, Wenyong Huang, Shuang Sun, Zhicheng Xiong, Xiaotian Zhang, Shuya Zhao, Yan Wang, Disheng Xu, Wenwei Zhang, Kai Chen
▲ 21
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