The Research Desk.

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

Last Brew Time: Jul 10, 2026, 10:43 AM PT

X.com Research Buzz

Institutional Sovereignty in the Age of AI
X.com
2979

Institutional Sovereignty in the Age of AI

Palantir Technologies

AlphaXiv Trending

Reasoning
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
AlphaXiv
384

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

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

Peking University

NLP
LLM-as-a-Verifier: A General-Purpose Verification Framework
AlphaXiv
114

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

Jacky Kwok, Shulu Li, Pranav Atreya

Stanford University, NVIDIA Research

Robotics
RoboDojo: A Unified Sim-and-Real Benchmark for Comprehensive Evaluation of Generalist Robot Manipulation Policies
AlphaXiv
112

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
82

Vision Pretraining for Dense Spatial Perception

Zelin Fu, Bin Tan, Changjiang Sun

From Foundation to Application: Improving VLA Models in Practice
AlphaXiv
57

From Foundation to Application: Improving VLA Models in Practice

Wei Wu, Fangjing Wang, Fan Lu

From Foundation to Application

Reinforcement Learning
CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents
AlphaXiv
50

CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents

YL, Yujiang Li, ZH, Zhenyu Hou, Yi Jing

Tsinghua University

HuggingFace Daily Papers

Computer Vision
LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models
HuggingFace
19

LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models

Cheng-De Fan, Chun-Wei Tuan Mu, Chen-Wei Chang, Chin-Yang Lin, Kun-Ru Wu

National Yang Ming Chiao Tung University

Machine Learning
Enhancing In-context Panoramic Generation via Geometric-aware Pretraining
HuggingFace
14

Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

Haoran Feng, Ruiyang Zhang, Longyi Zhang, Dizhe Zhang, Lu Qi

Insta360

Tommasocerruti
Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing
HuggingFace
5

Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing

Tommaso Cerruti, Tim Rieder, George Rowlands, Lingfeng Jin, Imanol Schlag

ETH Zurich

NLP
DrugGen 2: A disease-aware language model for enhancing drug discovery
HuggingFace
5

DrugGen 2: A disease-aware language model for enhancing drug discovery

Ali Motahharynia, Mohammadreza Ghaffarzadeh-Esfahani, Mahsa Sheikholeslami, Navid Mazrouei, Matin Irajpour

Retrieval
A Sparse and Truncated State Vector Simulator for Peaked Circuits
HuggingFace
1

A Sparse and Truncated State Vector Simulator for Peaked Circuits

Diogo R. Ferreira

Instituto Superior Técnico - Universidade de Lisboa

Computer Vision
SAM-MT: Real-Time Interactive Multi-Target Video Segmentation
HuggingFace
0

SAM-MT: Real-Time Interactive Multi-Target Video Segmentation

Ruiqi Shen, Chang Liu, Henghui Ding

FudanCVL