Towards Agentic Robots: Model, Data, Environment, and Harness Paper • 2610.20442 • Published 2 days ago • 29
Continually Post-training Small Models via Synthetic Self-distillation Paper • 2610.13113 • Published 7 days ago • 45
Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction Paper • 2610.10549 • Published 22 days ago • 7
When Does Correction Become Repair? Mechanistic Auditing of Internal Interventions in Tool-Using LLMs Paper • 2609.36138 • Published 18 days ago • 7
Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL Paper • 2609.20715 • Published 29 days ago • 45
SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization Paper • 2609.14320 • Published Sep 13 • 34
RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning Paper • 2609.03199 • Published Sep 2 • 31
Compile by Training: Turning Natural-Language Specifications into Local Neural Functions Paper • 2609.04199 • Published Sep 3 • 332
LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes Paper • 2609.03796 • Published Sep 3 • 183