The Research Desk.

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

Last Updated: Apr 14, 2026, 11:40 AM PT

X.com Research Buzz

The AI Layoff Trap
X.com
14607

The AI Layoff Trap

Brett Hemenway Falk, Gerry Tsoukalas

Mathematical methods and human thought in the age of AI
X.com
1766

Mathematical methods and human thought in the age of AI

Tanya Klowden, Terence Tao

#reasoning

AlphaXiv Trending

In-Place Test-Time Training
AlphaXiv
161

In-Place Test-Time Training

Guhao Feng, Shengjie Luo, Kai Hua

#machine-learning#alphaxiv
Neural Computers
AlphaXiv
159

Neural Computers

Mingchen Zhuge, Changsheng Zhao, Haozhe Liu

#alphaxiv
PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing
AlphaXiv
110

PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing

Yiwen Song, Tomas Pfister

#reinforcement-learning#retrieval#alphaxiv
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
AlphaXiv
79

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Ziyu Ma, Shidong Yang, Yuxiang Ji

#reinforcement-learning#alphaxiv
Learning is Forgetting: LLM Training As Lossy Compression
AlphaXiv
37

Learning is Forgetting: LLM Training As Lossy Compression

Henry C. Conklin, Tom Hosking, Tan Yi-Chern

#machine-learning#nlp#efficiency#alphaxiv
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
AlphaXiv
36

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Chenyu Zhou, Huacan Chai, Wenteng Chen

#nlp#reinforcement-learning#alphaxiv

HuggingFace Daily Papers

Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks
HuggingFace
9

Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks

Yoonsang Lee, Howard Yen, Xi Ye +1 more

#reinforcement-learning
Efficient RL Training for LLMs with Experience Replay
HuggingFace
3

Efficient RL Training for LLMs with Experience Replay

Charles Arnal, Vivien Cabannes, Taco Cohen +2 more

#machine-learning#nlp#reinforcement-learning
TRACE: Capability-Targeted Agentic Training
HuggingFace
2

TRACE: Capability-Targeted Agentic Training

Hangoo Kang, Tarun Suresh, Jon Saad-Falcon +1 more

#machine-learning#reinforcement-learning#ScalingIntelligence
Learning Long-term Motion Embeddings for Efficient Kinematics Generation
HuggingFace
1

Learning Long-term Motion Embeddings for Efficient Kinematics Generation

Nick Stracke, Kolja Bauer, Stefan Andreas Baumann +2 more

#retrieval#efficiency#CompVis
Panoptic Pairwise Distortion Graph
HuggingFace
0

Panoptic Pairwise Distortion Graph

Muhammad Kamran Janjua, Abdul Wahab, Bahador Rashidi

#AISmartPerception
How Alignment Routes: Localizing, Scaling, and Controlling Policy Circuits in Language Models
HuggingFace
0

How Alignment Routes: Localizing, Scaling, and Controlling Policy Circuits in Language Models

Gregory N. Frank

#nlp#reinforcement-learning#safety-alignment#gregfrank