The Research Desk.

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

Last Updated: Apr 27, 2026, 9:26 AM PT

X.com Research Buzz

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
X.com
6258

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Parshin Shojaee, Iman Mirzadeh, Keivan Alizadeh +3 more

#reasoning
Recursive Language Models
X.com
2723

Recursive Language Models

Alex L. Zhang, Tim Kraska, Omar Khattab

#nlp#alexzhang13

AlphaXiv Trending

Image Generators are Generalist Vision Learners
AlphaXiv
200

Image Generators are Generalist Vision Learners

Valentin Gabeur, Shangbang Long, Songyou Peng

#computer-vision#alphaxiv
DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence
AlphaXiv
193

DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence

DeepSeek-AI

#efficiency#alphaxiv
There Will Be a Scientific Theory of Deep Learning
AlphaXiv
94

There Will Be a Scientific Theory of Deep Learning

Jamie Simon, Daniel Kunin, Alexander Atanasov

#machine-learning#alphaxiv
Scaling Self-Play with Self-Guidance
AlphaXiv
73

Scaling Self-Play with Self-Guidance

Luke Bailey, Kaiyue Wen, Kefan Dong

#alphaxiv
Hyperloop Transformers
AlphaXiv
71

Hyperloop Transformers

Abbas Zeitoun, Lucas Torroba-Hennigen, Yoon Kim

#nlp#alphaxiv
Context Unrolling in Omni Models
AlphaXiv
43

Context Unrolling in Omni Models

Ceyuan Yang, Zhijie Lin, Yang Zhao

#alphaxiv

HuggingFace Daily Papers

Video Analysis and Generation via a Semantic Progress Function
HuggingFace
32

Video Analysis and Generation via a Semantic Progress Function

Gal Metzer, Sagi Polaczek, Ali Mahdavi-Amiri +2 more

#computer-vision#SagiPolaczek
Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets
HuggingFace
7

Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets

Harshit Joshi, Priyank Shethia, Jadelynn Dao +1 more

#reasoning#stanford-oval
Building a Precise Video Language with Human-AI Oversight
HuggingFace
3

Building a Precise Video Language with Human-AI Oversight

Zhiqiu Lin, Chancharik Mitra, Siyuan Cen +2 more

#computer-vision#chancharikmitra
Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents
HuggingFace
1

Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents

Seyed Moein Abtahi, Rasa Rahnema, Hetkumar Patel +2 more

#reinforcement-learning#retrieval#moorcheh-ai
DiagramBank: A Large-scale Dataset of Diagram Design Exemplars with Paper Metadata for Retrieval-Augmented Generation
HuggingFace
1

DiagramBank: A Large-scale Dataset of Diagram Design Exemplars with Paper Metadata for Retrieval-Augmented Generation

Tingwen Zhang, Ling Yue, Zhen Xu +1 more

#retrieval#csml-rpi
EmbodiedMidtrain: Bridging the Gap between Vision-Language Models and Vision-Language-Action Models via Mid-training
HuggingFace
1

EmbodiedMidtrain: Bridging the Gap between Vision-Language Models and Vision-Language-Action Models via Mid-training

Yiyang Du, Zhanqiu Guo, Xin Ye +2 more

#machine-learning#nlp#computer-vision