SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 11 days ago • 136
What Does Privileged Information Add to On-Policy Self-Distillation? Paper • 2609.20612 • Published 11 days ago • 36
Vidu S2: Real-Time Interactive, Editable, and Spatial Video Generation Paper • 2609.11638 • Published 18 days ago • 700
Discovery Foundation Models: Toward Open-Ended Discovery Intelligence Paper • 2609.15973 • Published 14 days ago • 33
EmbodiedSkills: A Unified Framework for Orchestrating, Training, and Deploying VLA Agents Paper • 2609.01281 • Published 27 days ago • 15
To See a World in a Living Context: Unified Indoor-Outdoor Urban World Generation Paper • 2608.05879 • Published about 1 month ago • 9
FlowBalance: Verifier-Grounded Self-Improvement from On-Policy Reasoning Experience Paper • 2609.03241 • Published 25 days ago • 54
Puffin-World: Scaling a Unified Multimodal Model with Native 3D World States Paper • 2609.04196 • Published 25 days ago • 71
S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement? Paper • 2608.31100 • Published 28 days ago • 42
view article Article Fine-tuning a 350M Model for Better Structured Outputs in 100 GRPO Steps +1 iamleonie, burtenshaw, sergiopaniego • 25 days ago • 138
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published 27 days ago • 220
view article Article Training a coding model to paint watercolours with TRL and OpenEnv sergiopaniego • 25 days ago • 74
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published 26 days ago • 117
Dynamic Important Example Mining for Reinforcement Finetuning Paper • 2608.29252 • Published about 1 month ago • 5