The Research Desk.

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

Last Brew Time: Jul 2, 2026, 5:34 AM PT

X.com Research Buzz

Computer Vision
Lingbot-Map: Real-Time Streaming 3D Scene Reconstruction from a Single Camera
X.com
5687

Lingbot-Map: Real-Time Streaming 3D Scene Reconstruction from a Single Camera

Yinghao Xu

Robbyant

NLP
DSpark: A Speculative Decoding Framework for Efficient LLM Inference
X.com
4145

DSpark: A Speculative Decoding Framework for Efficient LLM Inference

DeepSeek AI

NLP
Gendered Contradictions in Large Language Model Moral Judgments
X.com
3833

Gendered Contradictions in Large Language Model Moral Judgments

Valerio Capraro

Middlesex University

Artificial Intelligence Adoption and Employment Growth: Firm-Level Evidence from 21,000 U.S. Businesses
X.com
3358

Artificial Intelligence Adoption and Employment Growth: Firm-Level Evidence from 21,000 U.S. Businesses

Armenak Harutyunyan, Ramp, Revelio Labs Team

Revelio Labs

AlphaXiv Trending

Reinforcement Learning
Autodata: An agentic data scientist to create high quality synthetic data
AlphaXiv
209

Autodata: An agentic data scientist to create high quality synthetic data

Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu

Orca: The World is in Your Mind
AlphaXiv
171

Orca: The World is in Your Mind

Beijing Academy of Artificial Intelligence, Yihao Wang, Yuheng Ji, Mingyu Cao

Beijing Academy of Artificial Intelligence

Reasoning
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
AlphaXiv
159

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Xin Cheng, Xingkai Yu, Chenze Shao

Reinforcement Learning
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems
AlphaXiv
129

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

Haggai Roitman

Reinforcement Learning
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
AlphaXiv
54

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Lei Bai, Zongsheng Cao, Yang Chen

Shanghai Artificial Intelligence Laboratory

Machine Learning
MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training
AlphaXiv
38

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

Wenhan Ma, Jianyu Wei, Liang Zhao

Peking University, University of Hong Kong, Renmin University of China

HuggingFace Daily Papers

Multimodal
PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception
HuggingFace
26

PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception

Yana Wei, Hongbo Peng, Yanlin Lai, Liang Zhao, Kangheng Lin

Johns Hopkins University

Efficiency
Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks
HuggingFace
3

Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks

MD Azizul Hakim, Md Shihab Uddin, Talha Ibne Anis

Reinforcement Learning
Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination
HuggingFace
2

Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

Subhadeep Pal, Shashwat Sourav, Tirthankar Ghosal, Markus J. Buehler

Massachusetts Institute of Technology

Computer Vision
PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking
HuggingFace
1

PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking

Dengxian Gong, Yuanzheng Wu, Haobo Yuan, Zhengdong Hu, Tao Zhang

Wuhan Univeristy

Reinforcement Learning
Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising
HuggingFace
1

Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising

Tianci Liu, Zihan Dong, Linjun Zhang, Haoyu Wang, jing Gao

Yves575
AI translation of literary texts is "fine", but readers still prefer human translations
HuggingFace
0

AI translation of literary texts is "fine", but readers still prefer human translations

Yves Ferstler, Adam Podoxin, Ty Brassington, Roman Grundkiewicz, Maite Taboada