The Research Desk.

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

Last Brew Time: Jun 28, 2026, 7:30 AM PT

X.com Research Buzz

Reasoning
AI Detectors Fail Diverse Student Populations: A Mathematical Framing of Structural Detection Limits
X.com
8955

AI Detectors Fail Diverse Student Populations: A Mathematical Framing of Structural Detection Limits

Nathan Garland

Griffith University

NLP
Geometric Context Transformer for Streaming 3D Reconstruction
X.com
5372

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

Robbyant

Sakana Fugu Technical Report
X.com
4774

Sakana Fugu Technical Report

Fugu Team, Sakana AI

Sakana AI

AlphaXiv Trending

Reinforcement Learning
Qwen-AgentWorld: Language World Models for General Agents
AlphaXiv
166

Qwen-AgentWorld: Language World Models for General Agents

Yuxin Zuo, Zikai Xiao, Li Sheng

Reinforcement Learning
Autodata: An agentic data scientist to create high quality synthetic data
AlphaXiv
101

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

Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu

Reinforcement Learning
OpenThoughts-Agent: Data Recipes for Agentic Models
AlphaXiv
72

OpenThoughts-Agent: Data Recipes for Agentic Models

Negin Raoof, Richard Zhuang, Marianna Nezhurina

Stanford University, University of Texas at Austin, Laude Institute, Harvard University & Harvard Medical School, TU Munich & Munich Center for Machine Learning

Reinforcement Learning
Are We Ready For An Agent-Native Memory System?
AlphaXiv
53

Are We Ready For An Agent-Native Memory System?

Wei Zhou, Xuanhe Zhou, Shaokun Han

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

Reinforcement Learning
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems
AlphaXiv
53

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

Haggai Roitman

Wan-Streamer v0.1: End-to-end Real-time Interactive Foundation Models
AlphaXiv
52

Wan-Streamer v0.1: End-to-end Real-time Interactive Foundation Models

Lianghua Huang, Zhi-Fan Wu, Wei Wang

Wan-Streamer v0.1: End-to-end Real-time Interactive Foundation Models, Alibaba Group

HuggingFace Daily Papers

Reinforcement Learning
Running the Gauntlet: Re-evaluating the Capabilities of Agents Beyond Familiar Environments
HuggingFace
16

Running the Gauntlet: Re-evaluating the Capabilities of Agents Beyond Familiar Environments

Mykola Vysotskyi, Runqi Lin, Grzegorz Biziel, Michal Zakrzewski, Sebastian Montagna

University of Oxford

Computer Vision
LISA: Likelihood Score Alignment for Visual-condition Controllable Generation
HuggingFace
13

LISA: Likelihood Score Alignment for Visual-condition Controllable Generation

Yanghao Wang, Hongxu Chen, Jiazhen Liu, Zhenqi He, Rui Liu

HKUST

Efficiency
Information-Aware KV Cache Compression for Long Reasoning
HuggingFace
9

Information-Aware KV Cache Compression for Long Reasoning

Jushi Kai, Zhuiri Xiao, Alexandra Birch, Zhouhan Lin

Machine Learning
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
HuggingFace
7

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

Changdae Oh, Wendi Li, Seongheon Park, Samuel Yeh, Tanwi Mallick

University of Wisconsin - Madison

Computer Vision
ABACUS: Adapting Unified Foundation Model for Bridging Image Count Understanding and Generation
HuggingFace
3

ABACUS: Adapting Unified Foundation Model for Bridging Image Count Understanding and Generation

Anindya Mondal, Sauradip Nag, Anjan Dutta

Luo Z13
EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting
HuggingFace
2

EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting

Junwei Luo, Shuai Yuan, Zhenya Yang, Yansheng Li, Zhe Liu