The Research Desk.

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

Last Brew Time: Jun 12, 2026, 7:33 AM PT

X.com Research Buzz

AI models collapse when trained on recursively generated data
X.com
24591

AI models collapse when trained on recursively generated data

Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, Yarin Gal, Nicolas Papernot, Ross Anderson

University of Oxford, University of Cambridge, Imperial College London, University of Toronto

NLP
LLMs Reproduce Human Purchase Intent via Semantic Similarity Elicitation of Likert Ratings
X.com
7649

LLMs Reproduce Human Purchase Intent via Semantic Similarity Elicitation of Likert Ratings

Benjamin F. Maier, Ulf Aslak, Luca Fiaschi, Nina Rismal, Kemble Fletcher, Christian C. Luhmann, Robbie Dow, Kli Pappas, Thomas V. Wiecki

PyMC Labs, Colgate-Palmolive Company

Memory Caching: RNNs with Growing Memory
X.com
6819

Memory Caching: RNNs with Growing Memory

Ali Behrouz, Zeman Li, Yuan Deng, Peilin Zhong, Meisam Razaviyayn, Vahab Mirrokni

AlphaXiv Trending

AlphaXiv
394

Claude Fable 5 and Claude Mythos 5

Anthropic

Computer Vision
Latent Spatial Memory for Video World Models
AlphaXiv
108

Latent Spatial Memory for Video World Models

Weijie Wang, Haoyu Zhao, Yifan Yang

Monash University, Zhejiang University

Self-Harness: Harnesses That Improve Themselves
AlphaXiv
97

Self-Harness: Harnesses That Improve Themselves

Hangfan Zhang, Shao Zhang, Kangcong Li

Shanghai Artificial Intelligence Laboratory

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention
AlphaXiv
83

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention

Yan Wang, Qifan Zhang, Jiachen Yu

Tsinghua University, The Hong Kong University of Science and Technology (Guangzhou)

Efficiency
Trajectory-Refined Distillation
AlphaXiv
59

Trajectory-Refined Distillation

Li Jiang, Haoran Xu, Yichuan Ding

McGill University, Mila Quebec AI Institute

HuggingFace Daily Papers

Computer Vision
Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback
HuggingFace
12

Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback

Huaisong Zhang, Hao Yu, Yuxuan Zhang, Jiahe Wang, Xinrui Chen

Kolors Team, Kuaishou Technology

NLP
Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models
HuggingFace
2

Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models

Malikeh Ehghaghi, Boglárka Ecsedi, Marsha Chechik, Colin Raffel

r-three

Reinforcement Learning
ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages
HuggingFace
2

ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages

Tanmoy Kanti Halder, Akash Ghosh, Subhadip Baidya, Arijit Roy, Sriparna Saha

IIT Patna

NLP
ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs
HuggingFace
1

ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs

Ashutosh Hathidara, Sai Shruthi Sistla, Sebastian Schreiber, Sahil Bansal

SAP

A Stationary (and Therefore Compatible) Representation is All You Need
HuggingFace
0

A Stationary (and Therefore Compatible) Representation is All You Need

Niccolò Biondi, Federico Pernici, Simone Ricci, Alberto Del Bimbo

Multimedia and Human Understanding Group

Robotics
Revisiting Articulated Parts Perception in Robot Manipulation
HuggingFace
0

Revisiting Articulated Parts Perception in Robot Manipulation

Xiaoqian Wu, Yejie Guo, Xiaoyang Chen, Lixin Yang, Cewu Lu

Shanghai Jiao Tong University