Towards Agentic Robots: Model, Data, Environment, and Harness Paper • 2610.20442 • Published 3 days ago • 32
Continually Post-training Small Models via Synthetic Self-distillation Paper • 2610.13113 • Published 8 days ago • 45
Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction Paper • 2610.10549 • Published 23 days ago • 7
When Does Correction Become Repair? Mechanistic Auditing of Internal Interventions in Tool-Using LLMs Paper • 2609.36138 • Published 19 days ago • 7
Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL Paper • 2609.20715 • Published 30 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 • 121
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
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 162
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination Paper • 2608.14391 • Published Aug 14 • 287
H2R-Bench: Benchmarking Human-to-Robot Manipulation Video Generation in World Models Paper • 2608.13049 • Published Aug 13 • 21
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 267
SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure Paper • 2608.11079 • Published Aug 11 • 18
On-Policy Delta Distillation for Multilingual Math Reasoning Paper • 2608.05802 • Published Aug 6 • 33
OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models Paper • 2608.03812 • Published Aug 4 • 29
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks Paper • 2608.02023 • Published Aug 3 • 161