The Research Desk.

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

Last Brew Time: Jun 23, 2026, 7:39 AM PT

X.com Research Buzz

Sakana Fugu
X.com
44384

Sakana Fugu

Sakana AI

AlphaXiv Trending

Looped World Models
AlphaXiv
213

Looped World Models

Hongyuan Adam Lu, Z.L. Victor Wei, Qun Zhang

Reinforcement Learning
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence
AlphaXiv
107

S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence

Yalun Dai, Hao Li, Shulin Tian

ByteDance

Reinforcement Learning
Tmax: A Simple Recipe for Terminal Agents
AlphaXiv
100

Tmax: A Simple Recipe for Terminal Agents

Hamish Ivison, Junjie Oscar Yin, Rulin Shao

NLP
Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers
AlphaXiv
99

Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers

Sajad Movahedi, Vera Milovanović, Shlomo Libo Feigin

ELLIS Institute Tübingen, Max Planck Institute for Intelligent Systems, Tübingen AI Center, Swiss Institute of Bioinformatics

Computer Vision
Do as I Do: Dexterous Manipulation Data from Everyday Human Videos
AlphaXiv
90

Do as I Do: Dexterous Manipulation Data from Everyday Human Videos

Bhawna Paliwal, Haritheja Etukuru, William Liang

Efficiency
MemoryWAM: Efficient World Action Modeling with Persistent Memory
AlphaXiv
81

MemoryWAM: Efficient World Action Modeling with Persistent Memory

Sizhe Yang, Juncheng Mu, Tianming Wei

The Chinese University of Hong Kong, Tsinghua University, Zhejiang University

HuggingFace Daily Papers

NLP
Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs
HuggingFace
3

Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs

Charbel El Feghali, Arkil Patel, Nicholas Meade, Spandana Gella, Verna Dankers

Mila – Quebec Artificial Intelligence Institute

Machine Learning
AC-ODM: Actor--Critic Online Data Mixing for Sample-Efficient LLM Pretraining
HuggingFace
1

AC-ODM: Actor--Critic Online Data Mixing for Sample-Efficient LLM Pretraining

Jing Ma, Chenhao Dang, Mingjie Liao

OpenDataLab

Machine Learning
Demystifying Training-Time Augmentation for Data-Constrained Language Model Pretraining
HuggingFace
1

Demystifying Training-Time Augmentation for Data-Constrained Language Model Pretraining

Michael K. Chen, Xikun Zhang, Fan Bai, Zhengding Hu, Zhen Wang

University of California at San Diego

Computer Vision
Arbor: Explicit Geometric Conditioning for Controllable 3D Asset Generation
HuggingFace
1

Arbor: Explicit Geometric Conditioning for Controllable 3D Asset Generation

Jan-Niklas Dihlmann, Andreas Engelhardt, Simon Donne, Hendrik P. A. Lensch, Mark Boss

Stability Labs

LoanMaikon
Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach
HuggingFace
0

Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach

Luan Marko Kujavski, Rayson Laroca, Paulo Lisboa de Almeida

Reinforcement Learning
Capable but Careless: Do Computer-Use Agents Follow Contextual Integrity?
HuggingFace
0

Capable but Careless: Do Computer-Use Agents Follow Contextual Integrity?

Anmol Goel, Iryna Gurevych

Ubiquitous Knowledge Processing Lab