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upvoted 2 papers about 3 hours ago

Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published 5 days ago • 8

Deep Delta Learning

Paper • 2601.00417 • Published 4 days ago • 13

upvoted 5 papers 3 days ago

An Information Theoretic Perspective on Agentic System Design

Paper • 2512.21720 • Published 11 days ago • 7

Monadic Context Engineering

Paper • 2512.22431 • Published 9 days ago • 8

SurgWorld: Learning Surgical Robot Policies from Videos via World Modeling

Paper • 2512.23162 • Published 7 days ago • 9

AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published 7 days ago • 21

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published 5 days ago • 196

upvoted a paper 14 days ago

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published 17 days ago • 24

upvoted a paper 19 days ago

MMGR: Multi-Modal Generative Reasoning

Paper • 2512.14691 • Published 20 days ago • 114

upvoted 10 papers about 1 month ago

SIMA 2: A Generalist Embodied Agent for Virtual Worlds

Paper • 2512.04797 • Published Dec 4, 2025 • 24

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published Dec 3, 2025 • 47

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 282

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published Dec 1, 2025 • 54

GR-RL: Going Dexterous and Precise for Long-Horizon Robotic Manipulation

Paper • 2512.01801 • Published Dec 1, 2025 • 23

Video Generation Models Are Good Latent Reward Models

Paper • 2511.21541 • Published Nov 26, 2025 • 45

What does it mean to understand language?

Paper • 2511.19757 • Published Nov 24, 2025 • 10

Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story

Paper • 2511.15210 • Published Nov 19, 2025 • 89

SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published Nov 20, 2025 • 125

WorldGen: From Text to Traversable and Interactive 3D Worlds

Paper • 2511.16825 • Published Nov 20, 2025 • 23

upvoted a paper about 2 months ago

Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks

Paper • 2511.15065 • Published Nov 19, 2025 • 75