The Research Desk.

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

Last Brew Time: Jul 1, 2026, 5:35 AM PT

X.com Research Buzz

NLP
Geometric Context Transformer for Streaming 3D Reconstruction
X.com
5682

Geometric Context Transformer for Streaming 3D Reconstruction

Lin-Zhuo Chen, Jian Gao, Yihang Chen, Ka Leong Cheng, Yipengjing Sun, Liangxiao Hu, Nan Xue, Xing Zhu, Yujun Shen, Yao Yao, Yinghao Xu

NLP
Surprising gender biases in GPT
X.com
3832

Surprising gender biases in GPT

R. A. Fulgu

A New Look at AI’s Impact on Jobs
X.com
3035

A New Look at AI’s Impact on Jobs

Ara Kharazian

Ramp, Revelio Labs

AlphaXiv Trending

Reinforcement Learning
Autodata: An agentic data scientist to create high quality synthetic data
AlphaXiv
185

Autodata: An agentic data scientist to create high quality synthetic data

Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu

Orca: The World is in Your Mind
AlphaXiv
124

Orca: The World is in Your Mind

Beijing Academy of Artificial Intelligence, Yihao Wang, Yuheng Ji, Mingyu Cao

Beijing Academy of Artificial Intelligence

Reasoning
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
AlphaXiv
120

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

Xin Cheng, Xingkai Yu, Chenze Shao

Reinforcement Learning
Are We Ready For An Agent-Native Memory System?
AlphaXiv
102

Are We Ready For An Agent-Native Memory System?

Wei Zhou, Xuanhe Zhou, Shaokun Han

Shanghai Jiao Tong University, Tsinghua University, OpenAI, Microsoft, Google

NLP
Ask, Don't Judge: Binary Questions for Interpretable LLM Evaluation and Self-Improvement
AlphaXiv
46

Ask, Don't Judge: Binary Questions for Interpretable LLM Evaluation and Self-Improvement

Sangwoo Cho, Kushal Chawla, Pengshan Cai

Computer Vision
Qwen-Image-2.0-RL Technical Report
AlphaXiv
40

Qwen-Image-2.0-RL Technical Report

Yixian Xu, Kaiyuan Gao, Yuxiang Chen

HuggingFace Daily Papers

Reinforcement Learning
SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History
HuggingFace
19

SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History

Zhiwei Li, Yong Hu

Tencent

NLP
Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation
HuggingFace
9

Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation

Julia Belikova, Rauf Parchiev, Evgeny Egorov, Grigorii Davydenko, Gleb Gusev

Computer Vision
DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation
HuggingFace
9

DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation

Siyu Yan, Yizhen Gao, Yilin Wang, Dongxing Mao, Alex Jinpeng Wang

NLP
QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents
HuggingFace
2

QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents

Sergio Hernández-Gutiérrez, Matteo Merler, Ilze Amanda Auzina, Joschka Strüber, Ameya Prabhu

Bethgelab

Computer Vision
MuSViT: A Foundation Vision Model for Sheet Music Representation
HuggingFace
1

MuSViT: A Foundation Vision Model for Sheet Music Representation

Carlos Penarrubia, Antonio Rios-Vila, Eliseo Fuentes-Martinez, Juan C. Martinez-Sevilla, Francisco J. Castellanos

Pattern Recognition and Artificial Intelligence Group

NLP
FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model
HuggingFace
0

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model

Jiaqi Li, Chaoren Wang, Xiaohai Tian, Mingjie Chen, Xinyu Liang

Amphion