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🔥 This Morning2026-07-20
- OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
- Trending paper "LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget" gains significant traction with 181 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 →LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU BudgetBy Changhai Zhou, Kieran Liu, Yuhua Zhou, Qian Qiao, Jun Gao, Harry Zhang, Irvine Lu, Nolan Ho, Lucian Li, Andrew Lei, Cleon Cheng, Steven Chiang, Yihang Zeng, Di Zhang, Rio Yang, Kaijie Chen, Andrew Chen, Pony Ma, Weizhong Zhang, Cheng Jin
▲ 181
💬 0VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video UnderstandingBy Xinhao Li, Yuhan Zhu, Xiangyu Zeng, Yuhao Dong, Haoning Wu, Zhiqiu Zhang, Yuandong Yang, Changlian Ma, Qingyu Zhang, Yansong Shi, Xinyu Chen, Haoran Chen, Zizheng Huang, Jun Zhang, Kun Ouyang, Lin Sui, Ziang Yan, Yicheng Xu, Chenting Wang, Yinan He, Hongjie Zhang, Yi Wang, Yu Qiao, Yali Wang, Ziwei Liu, Kai Chen, Limin Wang
▲ 151
💬 4SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement LearningBy Jinyang Wu, Shuo Yang, Zhengxi Lu, Fan Zhang, Yuhao Shen, Lang Feng, Haoran Luo, Zheng Lian, Shuai Zhang, Zhengqi Wen, Jianhua Tao
▲ 93
💬 8SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent CollaborationBy Yuyao Zhang, Junjie Gao, Zhengxian Wu, Jiaming Fan, Jin Zhang, Shihan Ma, Yao Yao, Weiran Qi, Chuyan Jin, Guiyu Ma, Xingzhong Xu, Kai Yang, Ji-Rong Wen, Zhicheng Dou
▲ 62
💬 1BadWAM: When World-Action Models Dream Right but Act WrongBy Qi Li, Xingyi Yang, Xinchao Wang
▲ 49
💬 8Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World TrajectoriesBy Xiaomi Robotics Team, Jun Guo, Piaopiao Jin, Jason Li, Peiyan Li, Yingyan Li, Futeng Liu, Wanli Peng, Optimus Qin, Yifei Su, Nan Sun, Qiao Sun, Runze Suo, Heyun Wang, Yunhong Wang, Rujie Wu, Caoyu Xia, Lina Zhang, Jack Zhao, Guoliang Chen, Wenlong Chen, Xinze He, Bin Li, Qing Li, Zhuorong Li, Heng Qu, Wenxuan Song, Diyun Xiang, Yifan Xie, Peiran Xu, Hangjun Ye, Wen Ye, Han Zhao, Quanyun Zhou
▲ 37
💬 6xHC: Expanded Hyper-ConnectionsBy Xiangdong Zhang, Xiaohan Qin, Sunan Zou, Tuo Dai, Xiaoming Shi, Huaijin Wu, Yebin Yang, Zhuo Xia, Shaofeng Zhang, Lin Yao, Yuliang Liu, Yu Cheng, Junchi Yan
▲ 37
💬 6KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video GenerationBy Yuqi Tang, Tengfei Liu, Yizheng Lai, Yuran Wang, Yang Shi, Wanshun Su, Zhuoran Zhang, Qixun Wang, Xiaohan Zhang, Xinlei Yu, Xuehai Bai, Xuanyu Zhu, Bohan Zeng, Bozhou Li, Shujie Li, Yifan Dai, Yujie Wei, Shixuan Liu, Haotian Wang, Jialu Chen, Yuanxing Zhang
▲ 37
💬 0RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLMBy Mikhail Komarov, Ivan Bondarenko, Stanislav Shtuka, Oleg Sedukhin, Roman Shuvalov, Yana Dementyeva, Matvey Solovyov, Nikolay O. Nikitin
▲ 34
💬 6Cura 1T: Specialized Model for Agentic HealthcareBy actAVA AI, Haolin Chen, Leon Qi, Steve Brown, Deon Metelski, Tao Xia, Joonyul Lee, Qixuan Wang, Kevin Riley, Frank Wang, Weiran Yao
▲ 32
💬 2Loop the Loopies!By Zitian Gao, Yilong Chen, Yihao Xiao, Xinyu Yang, Ran Tao, Joey Zhou, Bryan Dai
▲ 32
💬 4From Pixels to States: Rethinking Interactive World Models as Game EnginesBy Zhen Li, Zian Meng, Shuwei Shi, Mingliang Zhai, Jiaming Tan, Chuanhao Li, Kaipeng Zhang
▲ 32
💬 2MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video GenerationBy Xiaohan Zhang, Yuqing Wen, Junlin Chen, Yuqi Tang, Yiting He, Lizhuo Shao, Weiming Zhu, Tengfei Liu, Yang Shi, Jialu Chen, Yuanxing Zhang, Huaxiong Li
▲ 32
💬 0Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump ProcessesBy Minh-Quan Le, Armand Comas, Alexandros Lattas, Stylianos Moschoglou, Pedro Vélez, Amit Raj, Aaron Germuth, Thabo Beeler, Dimitris Samaras, Di Qiu
▲ 31
💬 8RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal ResourcesBy Yijia Fan, Zonglin Di, Zimo Wen, Yifan Yang, Mingxi Cheng, Qi Dai, Bei Liu, Kai Qiu, Yue Dong, Ji Li, Chong Luo
▲ 30
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