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X.com Research Buzz

Reasoning
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
X.com
8728

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

Parshin Shojaee, Iman Mirzadeh, Keivan Alizadeh, Maxwell Horton, Samy Bengio, Mehrdad Farajtabar

Apple

AlphaXiv Trending

Reasoning
Generative Recursive Reasoning
AlphaXiv
172

Generative Recursive Reasoning

Junyeob Baek, Mingyu Jo, Minsu Kim

Mila – Québec AI Institute, New York University

Reinforcement Learning
Code as Agent Harness
AlphaXiv
96

Code as Agent Harness

Xuying Ning, Katherine Tieu, Dongqi Fu

University of Illinois Urbana-Champaign, Meta, Stanford University

Probabilistic Tiny Recursive Model
AlphaXiv
64

Probabilistic Tiny Recursive Model

Amin Sghaier, Ali Parviz, Alexia Jolicoeur-Martineau

Mila – Quebec AI Institute

Robotics
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration
AlphaXiv
59

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Jiaqi Liu, Shi Qiu, Mairui Li

Carnegie Mellon University, Rutgers University, Meta, Stanford University, Google

Machine Learning
HRM-Text: Efficient Pretraining Beyond Scaling
AlphaXiv
42

HRM-Text: Efficient Pretraining Beyond Scaling

Guan Wang, Changling Liu, Chenyu Wang

Reasoning
Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning
AlphaXiv
37

Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning

Benhao Huang, Zhengyang Geng, Zico Kolter

HuggingFace Daily Papers

SeanWu25
Forecasting Scientific Progress with Artificial Intelligence
HuggingFace
34

Forecasting Scientific Progress with Artificial Intelligence

Sean Wu, Pan Lu, Yupeng Chen, Jonathan Bragg, Yutaro Yamada

University of Oxford

Computer Vision
AutoRubric-T2I: Robust Rule-Based Reward Model for Text-to-Image Alignment
HuggingFace
16

AutoRubric-T2I: Robust Rule-Based Reward Model for Text-to-Image Alignment

Kuei-Chun Kao, Daixuan Huo, Yuanhao Ban, Cho-Jui Hsieh

Arena

LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters
HuggingFace
6

LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters

Beomjin Ahn, Jungmin Kwon, Chanyong Jung, Jaewook Chung

Samsung Research

NLP
Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation
HuggingFace
4

Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation

Jinuk Kim, Junsoo Byun, Donghwi Hwang, Seong-Jin Park, Hyun Oh Song

Seoul National University

Machine Learning
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
HuggingFace
2

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators

Zachary Novack, Stephen Brade, Haven Kim, Hugo Flores García, Nithya Shikarpur

NLP
SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
HuggingFace
2

SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild

Xuyi Hu, Jin Lyu, Jiuming Liu, Yebin Liu, Silvia Zuffi