The Daily AI Command Center

OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
Trending paper "Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMs" gains significant traction with 107 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 limits18%

Open source & local LLMs32%

Agentic platforms & code automation25%

Safety, ethics & regulatory policies25%

Trending Threads

Don't post generated/AI-edited comments. HN is for conversation between humans

4229 pts

Airfoil

2544 pts

Open source AI is the path forward

2360 pts

📄 Trending Research Papers (No Abstracts)

Digests →

Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMsBy Donghyeon Cho, Joowon Kim, Seungho Shin, Eunho Yang

▲ 107

💬 4

A-RSI: Adaptive Task Refresh for Zero-Data Multimodal Self-ImprovementBy Yu Liu, Youxing Li, Yuedong Tan, Zhiwei Yang, Zihan Su, Hanqi Feng, Shaojie Zhang, Libin Liao, Zihao Wan, Chenxu Wu, Cong Cao, Fangfang Yuan, Yanbing Liu, Ziheng Chen, Pei Fu, Radu Timofte, Zongwei Wu, Nicu Sebe, Barnabas Poczos, Jian Luan

▲ 75

💬 9

Proving and Improving the Platonic Representation Hypothesis with JEPAsBy Randall Balestriero, Yann LeCun

▲ 66

💬 6

L3G-World: Real-Time Infinite World Generation with Latent 3D Gaussian MemoryBy Jinhyeok Choi, JoungBin Lee, Jongmin Lee, Minkyeong Jeon, Jiyoung Kim, Kaeun Han, Yoonjin Yoon, Seungryong Kim

▲ 44

💬 8

A Broader Look into MLLM's Retrieval HeadsBy Jia Wang, Yuqing Li, Jiangnan Li, Zheng Lin, Mo Yu

▲ 30

💬 5

Does Scaling Toward AGI Depend on What System-1 Lets System-2 Execute?By Qi Wang, Yun Qu, Lizhou Cai, Heming Zou, Haoang Chi, Yiqin Lv, Xiang Li, Haiyan Feng, Mengyu Ge, Yize Geng, Yuhang Jiang, Yixiu Mao, Xiangyang Ji

▲ 27

💬 8

HairDeck: Animation-Ready Stylized Hair Cards from a Single ImageBy Yuze He, Yixiang Wei, Wang Zhao, Chuhao Chen, Yanning Zhou, Yong-Jin Liu

▲ 26

💬 7

Read, Allocate, Route: Role-Coupled Tokenization for Pixel-Space Generative TransformersBy Jiongfan Yang, Weichen Fan, Haiwen Diao, Zhongang Cai, Ziwei Liu

▲ 25

💬 3

VibeGame: Prompt-to-Game Development with AI-Native Engine and Self-Evolving Adversarial Agent TeamBy Wenbo Hu, Ken Li, Jiazhe Wei, Yukang Cao, Weiyi Hong, Jiayi Dai, Chenjun Bai, Jiajun Liang, Yucheng Liao, Ruichuan An, Zeyu Lou, Haofan Wang, Yueming Lyu, Jingkang Yang, Ziwei Liu, Chenyang Si

▲ 24

💬 0

Your Benchmark Is an Empirical Measure Over DifficultyBy Yifan Sun, Naicheng Yu, Jiawen Gong, Jingyan Shen, Huan Zhang

▲ 22

💬 0

Co-Design Bench: Multimodal Collaborative Coding Evaluation for Agentic ModelsBy Xilin Wei, Shengyuan Ding, Xinyu Fang, Tiancheng Gu, Yuchi Wang, Zhixun Li, Ziyu Liu, Yuhang Zang, Weixiang Yu, Cheng Lu, Chonggao Sun, Tong Zhou, Dahua Lin, Hang Zhang, Shuai Bai, Dayiheng Liu

▲ 21

💬 5

WeVisCut: The Whole Editing Room in One Agent From Narration to Long-Form VideoBy Chenyu Mu, Wenming Weng, Qinrui Wang, Xingsong Ye, Hao Yu, Jun He, Chong Sun, Chen Li, Jing Lyu, Erkun Yang, Cheng Deng

▲ 21

💬 3

Intrinsic Distribution MatchingBy Deyuan Liu, Yansen Han, Kaiwen Zheng, Jun Xie, Jiacheng Liu, Zhenglin Cheng, Peng Sun, Jintao Zhang, Jianguo Li, Tao Lin

▲ 20

💬 9

Multi-Token Prediction Done RightBy Jayden Teoh

▲ 19

💬 3

R^2Orch: Recursive Self-Improvement for Agent Orchestration via Self-Play within a Skill-Internalization LoopBy Mingda Zhang, Yun Huang, Qiang Huang, Yanjin Li, Rui Qian, Qichao Zhao, Tiesunlong Shen, Na Zhao, Jian Wang, Xiaoying Tang

▲ 17

💬 1

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