Puffin-World: Scaling a Unified Multimodal Model with Native 3D World States Paper • 2609.04196 • Published 5 days ago • 66
S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement? Paper • 2608.31100 • Published 8 days ago • 38
view article Article Fine-tuning a 350M Model for Better Structured Outputs in 100 GRPO Steps +1 iamleonie, burtenshaw, sergiopaniego • 5 days ago • 79
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published 7 days ago • 256
view article Article Training a coding model to paint watercolours with TRL and OpenEnv sergiopaniego • 5 days ago • 55
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published 6 days ago • 143
Dynamic Important Example Mining for Reinforcement Finetuning Paper • 2608.29252 • Published 10 days ago • 4
H3-World: Turning Language Understanding into World Control Paper • 2609.01560 • Published 7 days ago • 50
DreamX-Creator: Democratizing Native Audio-Video Generation at 2K Resolution Paper • 2608.31106 • Published 8 days ago • 99
4DAnyone: Create Anyone in 4D from a Casual Monocular Video Paper • 2608.20335 • Published 19 days ago • 83
Learning How the World Evolves: Extrapolative Video World Models via Latent Dynamics Reasoning Paper • 2608.09926 • Published 29 days ago • 14
PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives Paper • 2608.13552 • Published 26 days ago • 46
Self-Geometry: GT-Free and Plug-and-Play Test-Time Adaptation for Geometrically Consistent 3D Vision Foundation Models Paper • 2608.10708 • Published 28 days ago • 15