The Daily AI Command Center

OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
Trending paper "ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit Assignment" gains significant traction with 50 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

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 →

ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit AssignmentBy Yijun Lu, Rui Ye, Jiajun Wang, Yuwen Du, Tian Jin, Songhua Liu, Siheng Chen

▲ 50

💬 0

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image GenerationBy Jiahao Zhao, Xiaomin Yu, Zhongxiang Sun, Fengwei Teng, Chengwei Qin, Xiaobin Hu, Jun Xu, Shuicheng Yan

▲ 45

💬 7

Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch AgentBy Zhen Fang, Yu Zeng, Wenxuan Huang, Yiming Zhao, Shiting Huang, Tianfei Ren, Qi Lu, Qingnan Ren, Qisheng Su, Lionel Z. Wang, Qingyu Yin, Shuang Chen, Zehui Chen, Lin Chen, Zhenfei Yin, Yao Hu, Shaohui Lin, Wanli Ouyang, Shaosheng Cao, Feng Zhao

▲ 45

💬 1

The Personalization Mirage: How LLMs Fabricate User Profiles, and Why Self-Monitoring MisleadsBy Yushi Sun, Yanjie Zhang, Rui Sheng

▲ 35

💬 0

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and RecipesBy Junlin Han, Shengbang Tong, David Fan, Minghao Chen, Philip Torr, Filippos Kokkinos, Mike Lewis

▲ 35

💬 3

LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language ModelsBy Fengqi Zhu, Shaoxuan Xu, Jingyang Ou, Zebin You, Yipeng Xing, Huabin Liu, Xiaolu Zhang, Jun Zhou, Zhenzhong Lan, Yankai Lin, Wayne Xin Zhao, Jianguo Li, Chongxuan Li, Ji-Rong Wen

▲ 27

💬 2

OneDayAgent: Towards a Long-Horizon Harness for Autonomous AgentsBy Jingsheng Zheng, Xinyuan Fang, Jintian Zhang, Zhengke Gui, Huajun Chen, Ningyu Zhang

▲ 25

💬 1

GDPevo: Evaluating Agent Self-Evolution on Real Business TasksBy Leijun Zhou, Zhihao Liu, Xiang Qu, Chenxu Liu, Yifei Liu, Yanke Yu, Jingzhe Xu, Xuejun Wu, Buyue Qian, Xi Chen, Yaowei Zheng, Junhao Hu

▲ 21

💬 9

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon ReasoningBy Yinghui He, Ling Yang, Jiarui Liu, Yongjin Yang, Lechen Zhang, Yingcheng Wu, Zhenfei Yin, Mengdi Wang, Sanjeev Arora

▲ 19

💬 3

When Teachers Mislead: Spurious-Signal-Aware On-Policy DistillationBy Yinuo Jiang, Yongjie Ye, Zhou Tao, Xiang Zhuang, Qiang Zhang, Huajun Chen, Tiankai Li

▲ 18

💬 9

AVE-Compass: Towards Holistic Evaluation for Audio-Video Editing AbilitiesBy Yuqing Wen, Yukai Huang, Qianqian Xie, Jiangtao Wu, Yibin Lin, Yikai Gu, Jialu Chen, Yuanxing Zhang, Jiaheng Liu

▲ 15

💬 1

Ego2Robot: Scalable Robot Data Synthesis from Egocentric Human DataBy Ye Wang, Pei Lin, Xiong-Hui Chen, Haoqi Yuan, Zhixuan Liang, Yiyang Huang, Anzhe Chen, Zixing Lei, Jie Zhang, Tao Zhang, Haoyang Li, Tong Zhang, Chenxi Xiao, Ziyuan Jiao, Qin Jin

▲ 15

💬 6

NOLLI: A Difficulty-Calibrated Puzzle Benchmark for Diagnosing the English-Korean Performance GapBy Dasol Choi, Joonyong Park, Daegon Yu, Soo Yong Kim, Youngsook Song, Seunghyeok Hong

▲ 15

💬 8

Decoding Children's Gait BehaviorBy Yifan Shen, Boyi Li, Meihuan Huang, Yuanzhe Liu, Xu Cao, Jinyang Jin, Zhengyuan Li, Anglin Liu, Junho Kim, Jingyuan Zhu, Lan Fangzhou, Jianguo Cao, Jintai Chen, Ismini Lourentzou, James Matthew Rehg

▲ 13

💬 4

MiniWorld: Democratizing the Training of Video World Models from ScratchBy Yian Zhao, Ruochong Zheng, Hongcan Guo, Yu Yan, Jian Zhang, Jie Chen

▲ 13

💬 5

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