The Research Desk.

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

Last Brew Time: Jul 11, 2026, 10:49 AM PT

X.com Research Buzz

Institutional Sovereignty in the Age of AI
X.com
2992

Institutional Sovereignty in the Age of AI

Palantir

AlphaXiv Trending

Reasoning
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
AlphaXiv
402

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
162

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

Jacky Kwok, Shulu Li, Pranav Atreya

Stanford University, NVIDIA Research

From Foundation to Application: Improving VLA Models in Practice
AlphaXiv
66

From Foundation to Application: Improving VLA Models in Practice

Wei Wu, Fangjing Wang, Fan Lu

From Foundation to Application

Machine Learning
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence
AlphaXiv
63

Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

Shuailei Ma, Jiaqi Liao, Xinyang Wang

Reinforcement Learning
Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning
AlphaXiv
56

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

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

Tsinghua University

Infinite Worlds with Versatile Interactions
AlphaXiv
52

Infinite Worlds with Versatile Interactions

Zelin Gao, Qiuyu Wang, Jiapeng Zhu

HuggingFace Daily Papers

NLP
DrugGen 2: A disease-aware language model for enhancing drug discovery
HuggingFace
15

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

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

Tommasocerruti
Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing
HuggingFace
9

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

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

ETH Zurich

Reinforcement Learning
Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents
HuggingFace
7

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

Yifan Wu, Lizhu Zhang, Yuhang Zhou, Mingyi Wang, Bo Peng

Meta Research

Retrieval
A Sparse and Truncated State Vector Simulator for Peaked Circuits
HuggingFace
4

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
3

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

Ruiqi Shen, Chang Liu, Henghui Ding

FudanCVL

Shakhoyat
PAST-TIDE: Prototype-Anchored Statement Tuning with Topic-Invariant Normalization for Stance Detection
HuggingFace
1

PAST-TIDE: Prototype-Anchored Statement Tuning with Topic-Invariant Normalization for Stance Detection

Md. Shakhoyat Rahman Shujon, MD Jahid Hasan Jim, Md. Milon Islam, Md Rezwanul Haque, Fakhri Karray