The Daily AI Command Center

OpenAI: GPT-5.6 Luna Pro scores 97.3% CCI, maintaining a leading position in capability benchmarks.
Trending paper "LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks" gains significant traction with 121 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 →

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World TasksBy Ziyu Ma, Hailang Huang, Shun Zou, Yong Wang, Shidong Yang, Yiming Hu, Fei Wei, XiangXiang Chu

▲ 121

💬 3

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot TasksBy Yu Zhang, Ruiqi Li, Changhao Pan, Ke Lei, Xiang Yin, Cheng Yang

▲ 116

💬 4

Mental World ModelingBy Hao Fei, Yiran Zhao

▲ 93

💬 4

DAPD: Dual-Anchored Policy DistillationBy Jianyu Wu, Yizhou Wang, Encheng Su, Chen Tang, Shixiang Tang

▲ 54

💬 5

Progressive Agent Skill Generation via Reinforcement LearningBy Junhao Shen, Zhanqiu Zhang, Yiwen Guo, Hong Cheng

▲ 49

💬 2

Weak-to-Strong On-Policy DistillationBy Fangxu Yu, Zinan Lin, Xiaodong Liu, Weijia Xu, Michael Xu, Tianyi Zhou, Jianfeng Gao

▲ 49

💬 7

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy DistillationBy Kangning Zhang, Yixing Li, Shuai Shao, Qingyao Li, Zhengxi Lu, Zhiyuan Yao, Jianghao Lin, Wenxiang Jiao, Yuan Lu, Weiwen Liu, Weinan Zhang, Yong Yu

▲ 43

💬 5

UEmbed: Unified Sparse and Dense Multimodal EmbeddingsBy Tingyu Song, Mingxin Li, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Zhijie Nie, Yilun Zhao, Shu Wu

▲ 41

💬 1

CADENA: Stepwise CAD Reverse EngineeringBy Soslan Kabisov, Gennadiy Savrasov, Maksim Elistratov, Antonio Rodriguez, Daniil Ignatiev, Nikita Gavrilov, Rustam Uzdenov, Alexey I. Boyko, Igor Pasechnik, Anton Konushin, Andrey Kuznetsov, Dmitrii Zhemchuzhnikov

▲ 30

💬 0

WorldExam: Benchmarking World Models from Apparent Appearance to Inherent ReactivityBy Yuxue Yang, Shuyao Shang, Jiahe Wang, Zitong Zhou, Liang Tan, Junhan Zeng, Ruizhi Li, Junyan Li, Yu Liu, Xiao Yang, Yong Li, Jun Zhu, Hongsheng Li, Tieniu Tan, Lue Fan, Zhaoxiang Zhang

▲ 30

💬 3

SAF-OPD: Stable Advantage Fusion for On-Policy DistillationBy Yifan Ding, Xincheng Wei, Yoshua Y. Li, Ziheng Li, Yuquan Lu, Siyu Zhang, Dongsheng Ma, Rongxiang Weng, Xunliang Cai, Yun Chen

▲ 28

💬 3

Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMsBy Zixuan Huang, Yang Zhou, Kaixuan Wang, Guli Zhang, Hongyan Xie, Yakun Zhu, Hao Geng, Yikun Ban, Deqing Wang

▲ 27

💬 1

SKT: Skill-Use Training at Scale via Verified Synthetic Data GenerationBy Zelin Tan, Yiqun Zhang, Hao Li, Zhiyao Cui, Hejia Geng, Shao Zhang, Hangfan Zhang, Yang Chen, Xiaosong Wang, Lilong Wang, Zhenfei Yin, Shuyue Hu, Chen Zhang, Lei Bai

▲ 26

💬 2

Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding AssistantsBy Zijian Xu, Wenshuo Zhang, Zisen Qin, Rui Sheng, Yushi Sun, Huamin Qu, Chuhan Shi

▲ 25

💬 3

SWE-Touch: Benchmarking Coding Agents When Users Touch the CodeBy Yuqiao Tan, Jinxiang Meng, Fangyu Lei, Minzheng Wang, Shizhu He, Jun Zhao, Kang Liu

▲ 22

💬 2

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