The Research Desk.

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

Last Brew Time: Jul 14, 2026, 10:31 AM PT

X.com Research Buzz

Institutional Sovereignty in the Age of AI
X.com
3020

Institutional Sovereignty in the Age of AI

Palantir

AlphaXiv Trending

Reinforcement Learning
Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents
AlphaXiv
94

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

Yifan Wu, Lizhu Zhang, Yuhang Zhou

Meta AI

Computer Vision
Video Generation Models are General-Purpose Vision Learners
AlphaXiv
90

Video Generation Models are General-Purpose Vision Learners

Letian Wang, Chuhan Zhang, Rishabh Kabra

Google DeepMind

Machine Learning
Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning
AlphaXiv
82

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

Lu Dai, Ziyang Rao, Yili Wang

HyperLoRA: Generating Implicit Neural Fields in Weight Space with LoRA Parameters
AlphaXiv
24

HyperLoRA: Generating Implicit Neural Fields in Weight Space with LoRA Parameters

Minxi Yan, Yanling Pan

Robotics
Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model
AlphaXiv
24

Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model

Xinghang Li, Jun Guo, Qiwei Li

with World Foundation Model

Machine Learning
Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals
AlphaXiv
22

Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals

Daocheng Fu, Rong Wu, Yu Yang

Shanghai AI Laboratory, Fudan University

HuggingFace Daily Papers

Computer Vision
EgoSteer: A Full-Stack System Towards Steerable Dexterous Manipulation from Egocentric Videos
HuggingFace
8

EgoSteer: A Full-Stack System Towards Steerable Dexterous Manipulation from Egocentric Videos

Yifan Zhong, Zhang Chen, Tianrui Guan, Fanlian Zeng, Yuyao Ye

Machine Learning
Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals
HuggingFace
7

Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals

Daocheng Fu, Rong Wu, Yu Yang, Xuemeng Yang, Jianbiao Mei

KnowledgeXLab@Shanghai AI Lab

Reasoning
MET: Theory-Grounded and Culture-Aware Multilingual Moral Reasoning
HuggingFace
3

MET: Theory-Grounded and Culture-Aware Multilingual Moral Reasoning

Ayoung Lee, Ryan Kwon, Yunxiang Zhang, Yuxuan Liu, Peter Railton

LAUNCH Lab

Computer Vision
Latent-Identity Tuning in Text-to-Image Personalization Models
HuggingFace
3

Latent-Identity Tuning in Text-to-Image Personalization Models

Daniel Garibi, Ronen Kamenetsky, Hadar Averbuch-Elor, Daniel Cohen-Or, Or Patashnik

Tel Aviv University

Robotics
Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model
HuggingFace
2

Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model

Xinghang Li, Jun Guo, Qiwei Li, Long Qian, Hang Lai

Xiaomi Robotics

Computer Vision
A Theory of Contrastive Learning with Natural Images
HuggingFace
1

A Theory of Contrastive Learning with Natural Images

Antonio Torralba, Yair Weiss

Massachusetts Institute of Technology