The Research Desk.

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

Last Brew Time: Apr 25, 2026, 9:24 AM PT

X.com Research Buzz

Reinforcement Learning
Agents of Chaos
X.com
3466

Agents of Chaos

Natalie Shapira, Chris Wendler, Avery Yen, Gabriele Sarti, Koyena Pal, Olivia Floody, Adam Belfki, Alex Loftus, Aditya Ratan Jannali, Nikhil Prakash, Jasmine Cui, Giordano Rogers, Jannik Brinkmann, Can Rager, Amir Zur, Michael Ripa, Aruna Sankaranarayanan, David Atkinson, Rohit Gandikota, Jaden Fiotto-Kaufman, EunJeong Hwang, Hadas Orgad, P Sam Sahil, Negev Taglicht, Tomer Shabtay, Atai Ambus, Nitay Alon, Shiri Oron, Ayelet Gordon-Tapiero, Yotam Kaplan, Vered Shwartz, Tamar Rott Shaham, Christoph Riedl, Reuth Mirsky, Maarten Sap, David Manheim, Tomer Ullman, David Bau

NLP
Recursive Language Models
X.com
2450

Recursive Language Models

Alex L. Zhang, Tim Kraska, Omar Khattab

AlphaXiv Trending

Reinforcement Learning
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
AlphaXiv
160

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

Guanting Dong, Junting Lu, Junjie Huang

Computer Vision
Image Generators are Generalist Vision Learners
AlphaXiv
135

Image Generators are Generalist Vision Learners

Valentin Gabeur, Shangbang Long, Songyou Peng

Neural Garbage Collection: Learning to Forget while Learning to Reason
AlphaXiv
70

Neural Garbage Collection: Learning to Forget while Learning to Reason

Michael Y. Li, Jubayer Ibn Hamid, Emily B. Fox

Efficiency
DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence
AlphaXiv
68

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

DeepSeek-AI

DeepSeek-AI

Scaling Self-Play with Self-Guidance
AlphaXiv
42

Scaling Self-Play with Self-Guidance

Luke Bailey, Kaiyue Wen, Kefan Dong

NLP
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
AlphaXiv
40

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Inclusion AI, Tiwei Bie, Haoxing Chen

Inclusion AI

HuggingFace Daily Papers

Computer Vision
LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics
HuggingFace
79

LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics

Yueyang Ding, HaoPeng Zhang, Rui Dai, Yi Wang, Tianyu Zong

Computer Vision
Vista4D: Video Reshooting with 4D Point Clouds
HuggingFace
7

Vista4D: Video Reshooting with 4D Point Clouds

Kuan Heng Lin, Zhizheng Liu, Pablo Salamanca, Yash Kant, Ryan Burgert

Princeton Polaris Lab
Temporally Extended Mixture-of-Experts Models
HuggingFace
3

Temporally Extended Mixture-of-Experts Models

Zeyu Shen, Peter Henderson

Computer Vision
Coevolving Representations in Joint Image-Feature Diffusion
HuggingFace
2

Coevolving Representations in Joint Image-Feature Diffusion

Theodoros Kouzelis, Spyros Gidaris, Nikos Komodakis

Yaozhang182
Encoder-Free Human Motion Understanding via Structured Motion Descriptions
HuggingFace
1

Encoder-Free Human Motion Understanding via Structured Motion Descriptions

Yao Zhang, Zhuchenyang Liu, Thomas Ploetz, Yu Xiao

NLP
3D-VCD: Hallucination Mitigation in 3D-LLM Embodied Agents through Visual Contrastive Decoding
HuggingFace
0

3D-VCD: Hallucination Mitigation in 3D-LLM Embodied Agents through Visual Contrastive Decoding

Makanjuola Ogunleye, Eman Abdelrahman, Ismini Lourentzou