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🔥 This Morning2026-07-22
- OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
- Trending paper "ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU" gains significant traction with 165 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 →ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPUBy Fan Jiang, Zhaoxu Sun, Mengchao Wang, Ziyu Zhu, Chiyu Wang, Yunpeng Zhang, Wenlin Liu, Yun Wang, Xue Zheng, Rui Sun, Junfeng Ni, Hongyu Pan, Zhongxu Sun, Fei Yu, Zengye Ge, Mengmeng Du, Nianfei Fan, Mingchao Sun, Yu Liu, Yongchang, Yanqing Zhu, Jiahang Wang, Ning Ying, Yuze Xuan, Di Yang, Zhicheng Liu, Zhe Gao, Tingbing Xu, Jiacheng Sui, Wenjin Yang, Junnan Lai, Shufeng Liu, Yuan Liu, Zheng Zhou, Yingliang Peng, Dawei Cao, Kaifeng Sheng, Yuxiang Cai, Fei Lu, Mu Xu, Ning Guo
▲ 165
💬 5TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMsBy Yuhan Zhu, Changlian Ma, Xiangyu Zeng, Xinhao Li, Zhiqiu Zhang, Songze Li, Jun Zhang, Tianxiang Jiang, Yuandong Yang, Ziang Yan, Zikang Wang, Xinyu Chen, Haoran Chen, Shaowei Zhang, Limin Wang
▲ 157
💬 0DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data PipelinesBy Runming He, Zhen Hao Wong, Hao Liang, Zimo Meng, Chengyu Shen, Xiaochen Ma, Wentao Zhang
▲ 120
💬 7DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable EnvironmentBy Xinyu Geng, Xuanhua He, Sixiang Chen, Yanjing Xiao, Fan Zhang, Shijue Huang, Haitao Mi, Zhenwen Liang, Tianqing Fang, Yi R. Fung
▲ 86
💬 9EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary WorldBy Qing Zong, Yue Guo, Mengxin Yang, Yiwen Guo, Yangqiu Song
▲ 83
💬 2Text Template Tokens Are Implicit Semantic Registers in Diffusion TransformersBy Maohua Li, Qirui Li, Yanke Zhou, Yiduo Li, Zhaosheng Chi, Chao Xu, Cuifeng Shen, Yixuan Xu, Hanlin Tang, Kan Liu, Tao Lan, Lin Qu, Shao-Qun Zhang
▲ 66
💬 4Generative World Renderer at the Speed of PlayBy Guixu Lin, Zheng-Hui Huang, Siqi Yang, Ming-Hsuan Yang, Kaipeng Zhang, Zhixiang Wang
▲ 64
💬 6Open-AoE: An Open Egocentric Manipulation Dataset and Toolchain for Embodied LearningBy Zishuo Li, Bowen Yang, Changtao Miao, Kai Zhu, Hao Chen, Qingze Guan, Zhengxing Wu, Wanke Zhan, Yang Sun, Zhiyi Huang, Zitong Shan, Zhenchao Jin, Jiadong Hong, Taowen Wang, Yushi Feng, You Liu, Yibo Wang, Yifan Yang, Zhaowen Zhou, Man Luo, Hao Cheng, Bo Zhang, Jianshu Li, Jiansheng Cai, Guocai Yao, Jize Zhang, Chenhao Lin, Renjing Xu, Lequan Yu, Chao Shen, Chunhua Shen, Zhe Li
▲ 61
💬 6Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and EditingBy Xinjie Zhang, Peng Zhang, Shicheng Zheng, Jinghao Guo, Zhaoyang Jia, Yifei Shen, Xun Guo, Yuxuan Luo, Jiahao Li, Wenxuan Xie, Fanyi Pu, Xiaoyi Zhang, Kaichen Zhang, Zongyu Guo, Tianci Bi, Dongnan Gui, Zhening Liu, Zimo Wen, Zihan Zheng, Senqiao Yang, Xiao Li, Jinglu Wang, Bin Li, Yan Lu
▲ 55
💬 6HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent EnchancementBy Yiyang Cai, Nan Chen, Rongchang Xie, Junwen Pan, Chunyang Jiang, Cheng Chen, Wen Zhou, Zhenbang Sun, Wei Xue, Wenhan Luo, Yike Guo
▲ 52
💬 1AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical ReportBy AlayaWorld Team, Kaipeng Zhang, Chuanhao Li, Yifan Zhan, Yongtao Ge, Yuanyang Yin, Jiaming Tan, Kang He, Liaoyuan Fan, Mingliang Zhai, Ruicong Liu, Xiaojie Xu, Xuangeng Chu, Zhen Li, Zhengyuan Lin, Zhixiang Wang, Zian Meng, Zihui Gao
▲ 46
💬 5Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical IntelligenceBy Runmao Yao, Kairui Hu, Yukang Cao, Ruisi Wang, Shulin Tian, Ziang Cao, Weichen Fan, Ziqi Huang, Yuhao Dong, Hao Li, Zhaoxi Chen, Zhongang Cai, Lei Yang, Ziwei Liu
▲ 40
💬 0GigaChat Audio: Time-aware Large Audio Language ModelBy Aleksandr Kutsakov, Mariia Sadovina, Georgii Gospodinov, Alexandr Maximenko, Oleg Kutuzov, Pavel Bogomolov, Fyodor Minkin
▲ 32
💬 8FlowMimic: Mask-free Visual Editing and Generation with Pixel-pair Warped Flow Field for Online Video Editing Data Generation and Modality MimicryBy Dingyun Zhang, Lixue Gong, Wei Liu
▲ 31
💬 1GigaAM Multilingual: Foundation Model for Underrepresented LanguagesBy Andrei Kuzmenko, Alexandr Maximenko, Aleksandr Kutsakov, Georgii Gospodinov, Dmitrii Bolotov, Oleg Kutuzov, Pavel Bogomolov, Fyodor Minkin
▲ 30
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