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🔥 This Morning2026-07-18
- 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 148 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
▲ 148
💬 5Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and GenerationBy Guoxuan Chen, Chufeng Xiao, Haoran Yang, Siyue Xie, Binxiao Huang, Ming Zhang, Cheuk Him Chau, Xinyu Fu, Yingzhao Lian, Tom S. Y. Li, Jintao Lin, Bowen Dong, Zian Qian, Yuhao Liu, Yuxuan Hu, Weikang Shi, Bin Zou, Bowen Zheng, Haoxuan Che, Chang Chen, Yuyang He, Heyang Sun, Tianyu Huang, Chong Hou Choi, Cheng Gong, Han Shi, Haoli Bai, Xihui Liu, Hongsheng Li, Qifeng Chen, Chao Huang, Rui Liu, Chenyang Lei
▲ 124
💬 7VideoChat3: 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
▲ 116
💬 5Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent ReasoningBy Xinyu Tang, Gangqiang Cao, Yurou Liu, Yuliang Zhan, Xiaochong Lan, Yifan Li, Yuchen Yan, Han Peng, Zican Dong, Zhenduo Zhang, Tianshu Wang, Xinyu Kong, Zujie Wen, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou
▲ 86
💬 8SEED: 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
▲ 78
💬 6SearchOS-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
▲ 54
💬 2BadWAM: When World-Action Models Dream Right but Act WrongBy Qi Li, Xingyi Yang, Xinchao Wang
▲ 39
💬 9AgentCompass: A Unified Evaluation Infrastructure for Agent CapabilitiesBy Zichen Ding, Jiaye Ge, Shufan Jiang, Kai Chen, Mo Li, Qingqiu Li, Zehao Li, Zonglin Li, Tiaohao Liang, Shudong Liu, Zerun Ma, Zixing Shang, Wenhui Tian, Zun Wang, Liwei Wu, Zhenyu Wu, Jun Xu, Bowen Yang, Dingbo Yuan, Qi Zhang, Songyang Zhang, Peiheng Zhou, Dongsheng Zhu
▲ 36
💬 7PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image GuardrailsBy Mingyang Song, Luxin Xu, Haoyu Sun, Minzhou Pan, Yu Cheng, Bo Li
▲ 35
💬 0KeyFrame-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
▲ 33
💬 4MultiRef-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
▲ 30
💬 0MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry PriorsBy Yufei Cai, Xuesong Niu, Hao Lu, Kun Gai, Kai Wu, Guosheng Lin
▲ 30
💬 6From Pixels to States: Rethinking Interactive World Models as Game EnginesBy Zhen Li, Zian Meng, Shuwei Shi, Mingliang Zhai, Jiaming Tan, Chuanhao Li, Kaipeng Zhang
▲ 25
💬 2UniVR: Thinking in Visual Space for Unified Visual ReasoningBy Zhongwei Ren, Yunchao Wei, Yao Zhao, Weibo Gong, Xiao Liu, Anran Wang, Xiangtai Li, Xiaojie Jin
▲ 25
💬 4Concurrent 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
▲ 25
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