The Research Desk.

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

Last Brew Time: Jul 9, 2026, 6:34 AM PT

X.com Research Buzz

Institutional Sovereignty in the Age of AI
X.com
2946

Institutional Sovereignty in the Age of AI

Palantir

AlphaXiv Trending

Reasoning
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
AlphaXiv
334

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

XC, Xin Cheng, XY, Xingkai Yu, Chenze Shao

Peking University

Robotics
RoboDojo: A Unified Sim-and-Real Benchmark for Comprehensive Evaluation of Generalist Robot Manipulation Policies
AlphaXiv
66

RoboDojo: A Unified Sim-and-Real Benchmark for Comprehensive Evaluation of Generalist Robot Manipulation Policies

Imperial College London, Tianxing Chen, Yue Chen, ZL, Zixuan Li

Carnegie Mellon University

Machine Learning
Vision Pretraining for Dense Spatial Perception
AlphaXiv
50

Vision Pretraining for Dense Spatial Perception

Zelin Fu, Bin Tan, Changjiang Sun

Gemma 4 Technical Report
AlphaXiv
49

Gemma 4 Technical Report

Gemma Team, Sherif El Abd, Vaibhav Aggarwal

Google DeepMind

NLP
LLM-as-a-Verifier: A General-Purpose Verification Framework
AlphaXiv
39

LLM-as-a-Verifier: A General-Purpose Verification Framework

Jacky Kwok, Shulu Li, Pranav Atreya

Stanford University, NVIDIA Research

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments
AlphaXiv
31

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments

Deyao Zhu, Xin Zhou, Shengling Qin

HuggingFace Daily Papers

Reasoning
Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning
HuggingFace
65

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

Chen Tang, Yizhou Wang, Jianyu Wu, Lintao Wang, Shixiang Tang

shanghai ailab

Reinforcement Learning
Automating the Design of Embodied Agent Architectures
HuggingFace
3

Automating the Design of Embodied Agent Architectures

Jian Zhou, Sihao Lin, Jin Li, Shuai Fu, Gengze Zhou

Australian Institute for Machine Learning

NLP
Teaching LLMs a Low-Resource Language: Enhancing Code Completion in Pharo
HuggingFace
1

Teaching LLMs a Low-Resource Language: Enhancing Code Completion in Pharo

Kilian Kier, Alessandro Giagnorio, Omar AbedelKader, Oleksandr Zaitsev, Robert Peharz

Reinforcement Learning
Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning
HuggingFace
0

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

Zhenyu Hou, Yujiang Li, Jie Tang, Yuxiao Dong

Z.ai

Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity
HuggingFace
0

Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity

Loïc Cabannes, Pierre-Emmanuel Mazaré, Gergely Szilvasy, Matthijs Douze, Maria Lomeli

AI at Meta

TUM AVS
Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure
HuggingFace
0

Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure

Finn Rasmus Schäfer, Korbinian Moller, Yuan Gao, Christian Oefinger, Sebastian Schmidt

TUM - Professorship of Autonomous Vehicle Systems