An Information Theoretic Perspective on Agentic System Design Paper • 2512.21720 • Published 8 days ago • 7
SurgWorld: Learning Surgical Robot Policies from Videos via World Modeling Paper • 2512.23162 • Published 5 days ago • 9
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents Paper • 2512.23343 • Published 4 days ago • 19
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers Paper • 2512.17351 • Published 15 days ago • 24
SIMA 2: A Generalist Embodied Agent for Virtual Worlds Paper • 2512.04797 • Published 29 days ago • 24
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 280
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
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story Paper • 2511.15210 • Published Nov 19, 2025 • 89
WorldGen: From Text to Traversable and Interactive 3D Worlds Paper • 2511.16825 • Published Nov 20, 2025 • 23
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks Paper • 2511.15065 • Published Nov 19, 2025 • 74
Instella: Fully Open Language Models with Stellar Performance Paper • 2511.10628 • Published Nov 13, 2025 • 4