The Daily AI Command Center

OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
Trending paper "SpeakerMem-R1: Speaker-Centered Dual-Track Memory for Multi-Party Dialogue" gains significant traction with 79 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 →

SpeakerMem-R1: Speaker-Centered Dual-Track Memory for Multi-Party DialogueBy Haobo Zheng, Tan Tang, Yan Chen, Weijie Wang, Yingcai Wu

▲ 79

💬 9

Spatial-Interactor: Learning Spatial Reasoning through Interaction with the Observable Physical WorldBy Kaixiang Yao, Xu Wang, Miao Pan, Hu Xiyue, Weishi Wang, Daniel Dahlmeier, Jintao Chen, Yongliang Shen, Xuhong Zhang, Wenqi Zhang

▲ 44

💬 4

HappyWorld-BenchBy Zhiqi Bai, Junai Cai, Yixin Chen, Jingrun Du, Tao Feng, Wei Gong, Siyuan Huang, Xiao Lin, Jiaheng Liu, Jun Luo, Yongzhe Lyu, Liya Ma, Zenan Meng, Lin Qu, Wenbo Su, Jiaming Wang, Qinghe Wang, Shaofei Wang, Yanghai Wang, Zequn Wang, Ziming Wang, Hu Wei, Jiangtao Wu, Ruiqi Wu, Jiaxin Xie, Yuchi Xu, Ze Xu, Chengting Yu, Liangyu Yuan, Gang Zeng, Yawen Zeng, Xingyao Zhang, Zizheng Zhang, Bo Zheng, Jiancheng Zhu, Song-Chun Zhu

▲ 39

💬 3

The Past Frames the Future: Memory for Autoregressive Video GenerationBy Harold Haodong Chen, Rongjin Guo, Disen Lan, Wen-Jie Shu, Hongfei Zhang, Hanzhe Hu, Shengtao Yao, Zixin Zhang, Guibin Zhang, Zhefan Rao, Jinxiu Liu, Yexin Liu, Rui Peng, Yuhao Liu, Bin Ren, Shuai Yang, Yukang Chen, Salman Khan, Ying-Cong Chen, Ser-Nam Lim, Rynson W. H. Lau, Nicu Sebe, Yu Cheng, Ming-Hsuan Yang, Qifeng Chen

▲ 36

💬 6

Just-in-Time Memory: Learning to Curate Task-Adaptive Memory for LLM AgentsBy Yefan Zhou, Yang Li, Zeyu Leo Liu, Semih Yavuz, Shafiq Joty

▲ 33

💬 9

JEV-as-a-Judge: Accept When Confident, Escalate When UnsureBy Yubo Li, Yidi Miao, Ramayya Krishnan, Rema Padman

▲ 26

💬 5

RewardVerse: Rubric-Guided Policy Optimization for Video Reward ModelingBy Zhenchen Tang, Yang Li, Songlin Yang, Bo Peng, Xiaotong Zhao, Shuai Li, Haotian Fan, Alan Zhao, Jing Dong

▲ 21

💬 1

Training Object Permanence in World ModelsBy Haotian Zhang, Fengyuan Yu, Dezhi Luo, Haoran Sun, Zehong Zhao, Qingying Gao, Yihan Li, Siyuan An, Huayi Qin, Yilan Zhang, Zhengze Jiang, Pinyuan Feng, Renrui Zhang, Ziyu Guo, Letian Wang, Mengyue Yang, Kangfu Mei, Maijunxian Wang, Ran Ji, Vikash Kumar, Freda Shi, Chandra Sripada, Vincent C. Muller, Philip Torr, Alan Yuille, Nikolaus Kriegeskorte, Felix Juefei-Xu, Lvmin Zhang, Jieneng Chen, Yilun Du, Hokin Deng

▲ 20

💬 6

PACT: From Credit Assignment to Critic AlignmentBy Jiayan Fu, Hang Xu, Yong Zhang, Zhaokai Luo, Yao Hu, Dongyan Zhao, Mu Chuan

▲ 15

💬 4

Schrödinger's Code Repository: Have LLMs Learned SWE-bench or Memorized It?By Silin Chen, Yufei Yang, Xiaodong Gu, Yuling Shi, Chengcheng Wan, Haibing Guan

▲ 15

💬 9

Agensh: Scaling Organizational Intelligence to 1,024 AgentsBy Zhihao Zhan, Ting Song, Li Dong, Shaohan Huang, Jianxun Lian, Yan Xia, Furu Wei

▲ 14

💬 8

Capable yet Parsimonious: Extracting and Characterizing Hidden Chain-of-Thought in Frontier ModelsBy Xiaoyu Luo, Tao Ren, Wenrui Yu, Xiao Li, Qiongxiu Li, Johannes Bjerva