The Research Desk.

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

Last Brew Time: Sep 11, 2026, 10:52 AM PT

AlphaXiv Trending

Finite Time Blowup for Navier–Stokes
AlphaXiv
260

Finite Time Blowup for Navier–Stokes

Efficiency
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression
AlphaXiv
151

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

Reinforcement Learning
Show-Harness: Just a VLM Agent Can Play Robots
AlphaXiv
42

Show-Harness: Just a VLM Agent Can Play Robots

Semigroup-JEPA: Latent Dynamics Consistency for Zero-Shot Physics Generalization
AlphaXiv
42

Semigroup-JEPA: Latent Dynamics Consistency for Zero-Shot Physics Generalization

Affiliation: Yale University, Yale University, Brown University

Computer Vision
SenseNova-U1.5: Towards Native Unified Visual Intelligence
AlphaXiv
15

SenseNova-U1.5: Towards Native Unified Visual Intelligence

HuggingFace Daily Papers

Reinforcement Learning
Memory as Plans: World-Action Modeling with Memory-Grounded Planning
HuggingFace
9

Memory as Plans: World-Action Modeling with Memory-Grounded Planning

Sizhe Zhao, Haozhe Xie, Weiyu Zhao, Chenchu Zhang, Huan Wang

Reasoning
Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning
HuggingFace
1

Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning

Mehrnaz Mofakhami, Ananya Sahu, Alejandro R. Salamanca, Daniel D'souza, Alexandre Berard

Cohere Labs

KaushalrajPuwar
Adaptive Bridge: A Proxy-Based Decoupling Layer for Mitigating DDS Backpressure in ROS 2
HuggingFace
1

Adaptive Bridge: A Proxy-Based Decoupling Layer for Mitigating DDS Backpressure in ROS 2

Kaushalraj Puwar, B. Thangaraju

Reinforcement Learning
Beyond Solver Verdicts: Generative Reward Models for Autoformalization
HuggingFace
1

Beyond Solver Verdicts: Generative Reward Models for Autoformalization

Vikash Singh, Debargha Ganguly, Aman Goel, Ali Torkamani, Xiaoxue Han

Amazon Web Services

Machine Learning
ActReview: Rebuttal-Guided Training Data and Rubric Rewards for Actionable Peer Review Generation
HuggingFace
0

ActReview: Rebuttal-Guided Training Data and Rubric Rewards for Actionable Peer Review Generation

Yiling Ma, Yilun Zhao, Sihong Wu, Ziyu Chen, Manasi Patwardhan

Yale NLP Lab

Retrieval
IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications
HuggingFace
0

IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications

Yiling Ma, Yilun Zhao, Sihong Wu, Manasi Patwardhan, Arman Cohan

Yale NLP Lab