The Research Desk.

The most upvoted and starred AI research crossing the community today.

Last Brew Time: Jul 13, 2026, 10:30 AM PT

X.com Research Buzz

Institutional Sovereignty in the Age of AI
X.com
3012

Institutional Sovereignty in the Age of AI

Palantir

AlphaXiv Trending

Reinforcement Learning
Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning
AlphaXiv
124

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

ZH, Zhenyu Hou, YL, Yujiang Li, Jie Tang

Tsinghua University

Machine Learning
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence
AlphaXiv
94

Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

Shuailei Ma, Jiaqi Liao, Xinyang Wang

Machine Learning
Native Video-Action Pretraining for Generalizable Robot Control
AlphaXiv
67

Native Video-Action Pretraining for Generalizable Robot Control

Qihang Zhang, Lin Li, Luyao Zhang

Reinforcement Learning
Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents
AlphaXiv
55

Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

Yifan Wu, Lizhu Zhang, Yuhang Zhou

Meta AI

NLP
AlphaXiv
53

GPT-5.6: Frontier intelligence that scales with your ambition

OpenAI

Machine Learning
Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning
AlphaXiv
51

Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning

Lu Dai, Ziyang Rao, Yili Wang

HuggingFace Daily Papers

Reinforcement Learning
Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading
HuggingFace
43

Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading

Zongxia Li, Zhongzhi Li, Yucheng Shi, Ruhan Wang, Junyao Yang

Tencent Hunyuan

NLP
KronQ: LLM Quantization via Kronecker-Factored Hessian
HuggingFace
12

KronQ: LLM Quantization via Kronecker-Factored Hessian

Donghyun Lee, Yuhang Li, Ruokai Yin, Priyadarshini Panda

University of Southern California

Reinforcement Learning
Flow-ERD: Agent-type Aware Flow Matching with Entropy-Regularized Distillation for Diverse Traffic Simulation
HuggingFace
4

Flow-ERD: Agent-type Aware Flow Matching with Entropy-Regularized Distillation for Diverse Traffic Simulation

Seulbin Hwang, Kiyoung Om, Daejung Kim, Jinhan Lee

Navercorp

Computer Vision
Phone Segmentation and Recognition through Phonological Activation Mapping
HuggingFace
2

Phone Segmentation and Recognition through Phonological Activation Mapping

Shikhar Bharadwaj, Kwanghee Choi, Stephen McIntosh, Chin-Jou Li, Eunjung Yeo

Multimodal
MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models
HuggingFace
2

MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models

Hyunjae Kim, Dain Kim, Pan Xiao, Serina S. Applebaum, Younjoon Chung

Yale-BIDS-Chen-Lab

AIGeeksGroup
VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery
HuggingFace
1

VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery

Jiazi Wang, Nonghai Zhang, Qiushi Xie, Zeyu Zhang, Yufeng Chen

Peking University