The Research Desk.

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

Last Updated: Mar 30, 2026, 6:01 AM PT

X.com Research Buzz

From Labor to Attention: A Token-Economic Framework for the AI Era
X.com
17327

From Labor to Attention: A Token-Economic Framework for the AI Era

Peiya Sun

#cPenNetwork

AlphaXiv Trending

AVO: Agentic Variation Operators for Autonomous Evolutionary Search
AlphaXiv
109

AVO: Agentic Variation Operators for Autonomous Evolutionary Search

Terry Chen, Zhifan Ye, Bing Xu

#reinforcement-learning#robotics#retrieval#alphaxiv
Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?
AlphaXiv
105

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Jeonghye Kim, Xufang Luo, Minbeom Kim

#nlp#efficiency#reasoning#alphaxiv
ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model
AlphaXiv
51

ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model

Haichao Zhang, Yijiang Li, Shwai He

#computer-vision#reasoning#multimodal#alphaxiv
Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs
AlphaXiv
50

Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs

Alexander Panfilov, Peter Romov, Igor Shilov

#nlp#retrieval#alphaxiv
Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes
AlphaXiv
34

Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Yuqian Fu, Haohuan Huang, Kaiwen Jiang

#reinforcement-learning#efficiency#alphaxiv
Natural-Language Agent Harnesses
AlphaXiv
34

Natural-Language Agent Harnesses

Linyue Pan, Lexiao Zou, Shuo Guo

#reinforcement-learning#alphaxiv

HuggingFace Daily Papers

PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference
HuggingFace
28

PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference

Xiaofeng Mao, Shaohao Rui, Kaining Ying +2 more

#machine-learning#computer-vision#efficiency#ShandaAI
RealChart2Code: Advancing Chart-to-Code Generation with Real Data and Multi-Task Evaluation
HuggingFace
10

RealChart2Code: Advancing Chart-to-Code Generation with Real Data and Multi-Task Evaluation

Jiajun Zhang, Yuying Li, Zhixun Li +2 more

#reasoning#Speakn0w
LongTail Driving Scenarios with Reasoning Traces: The KITScenes LongTail Dataset
HuggingFace
10

LongTail Driving Scenarios with Reasoning Traces: The KITScenes LongTail Dataset

Royden Wagner, Omer Sahin Tas, Jaime Villa +2 more

#computer-vision#reasoning
Natural-Language Agent Harnesses
HuggingFace
6

Natural-Language Agent Harnesses

Linyue Pan, Lexiao Zou, Shuo Guo +2 more

#reinforcement-learning
MedOpenClaw: Auditable Medical Imaging Agents Reasoning over Uncurated Full Studies
HuggingFace
3

MedOpenClaw: Auditable Medical Imaging Agents Reasoning over Uncurated Full Studies

Weixiang Shen, Yanzhu Hu, Che Liu +2 more

#reinforcement-learning#reasoning
Diffutron: A Masked Diffusion Language Model for Turkish Language
HuggingFace
3

Diffutron: A Masked Diffusion Language Model for Turkish Language

Şuayp Talha Kocabay, Talha Rüzgar Akkuş

#nlp#computer-vision