The Research Desk.

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

Last Brew Time: Oct 19, 2026, 12:06 PM PT

X.com Research Buzz

Anthropic Fellows Program
X.com
5143

Anthropic Fellows Program

Anthropic

AlphaXiv Trending

NLP
Generative Representation Learning for Scalable Latent Tokenization
AlphaXiv
142

Generative Representation Learning for Scalable Latent Tokenization

2k, Views

Affiliation: Stanford University, Affiliation: Massachusetts Institute of Technology, Affiliation: University of Michigan, Stanford University, Massachusetts Institute of Technology

Robotics
T2-z: Test-Time Optimization of Environment Latents for Robotic World Models
AlphaXiv
52

T2-z: Test-Time Optimization of Environment Latents for Robotic World Models

Views

Stanford University CMU, Toyota Research Institute University of Southern California

Stay CALM: Calibrated Online Aggregation for Multi-Horizon Forecasting Under Delayed, Overlapping Feedback
AlphaXiv
28

Stay CALM: Calibrated Online Aggregation for Multi-Horizon Forecasting Under Delayed, Overlapping Feedback

Views

NLP
Has GPT-6-Astra Achieved Embodied Intelligence?
AlphaXiv
19

Has GPT-6-Astra Achieved Embodied Intelligence?

Views

Joint Research Team

DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses
AlphaXiv
11

DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses

Views

The Chinese University of Hong Kong, University of Michigan, National University of Singapore, Fudan University, Peking University People’s Hospital

Computer Vision
A Language-Informed Loss for Visual Generation
AlphaXiv
8

A Language-Informed Loss for Visual Generation

Affiliation: Stanford University, Stanford University

HuggingFace Daily Papers

Computer Vision
OmniXRef: A Unified Framework for Multimodal Multi-Reference Video Editing
HuggingFace
14

OmniXRef: A Unified Framework for Multimodal Multi-Reference Video Editing

Xiaoyan Cong, Tianyu Wang, Hyeonho Jeong, Zhifei Zhang, Yuqian Zhou

Adobe Research

Reinforcement Learning
EvoWeb: A Benchmark for Coding Agents on Evolving Web Applications
HuggingFace
7

EvoWeb: A Benchmark for Coding Agents on Evolving Web Applications

David Nukrai, Bar Alon, Nativ Levy, Ido Andrew Atad, Ido Cohen

TD Labs

Patronus Ai
GlobeBench: Evaluating Text-Based World Model Capabilities for Scalable Environment Simulations
HuggingFace
3

GlobeBench: Evaluating Text-Based World Model Capabilities for Scalable Environment Simulations

Nicholas Saban, Charvi Bannur, Mariya Vasileva, Darshan Deshpande

Patronus AI

Reinforcement Learning
Lean4AgenticRL: Advancing Agentic RL with Verifiable Multi-level Process Rewards
HuggingFace
1

Lean4AgenticRL: Advancing Agentic RL with Verifiable Multi-level Process Rewards

Ruida Wang, Gerald Friedland, Tong Zhang, Chris Kong

Amazon

Efficiency
DisaggKD: Efficient Knowledge Distillation through Teacher-Student Disaggregation and a Fused Loss
HuggingFace
0

DisaggKD: Efficient Knowledge Distillation through Teacher-Student Disaggregation and a Fused Loss

Ruixuan Tu, Yuyang Dong

Machine Learning
Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries
HuggingFace
0

Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries

Anikait Singh, Teresa Zhang, Yoonho Lee, Roshen Sanjay Nair, Aviral Kumar

Stanford University