SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published 2 days ago • 134
Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning Paper • 2608.27549 • Published 8 days ago • 49
JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution Paper • 2608.25593 • Published 9 days ago • 117
Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence Paper • 2608.16590 • Published 18 days ago • 150
HarnessRisk: A Lifecycle-Oriented Benchmark for Agent Harness Safety Paper • 2608.17597 • Published 17 days ago • 10
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published 18 days ago • 340
An Empirical Study of Training Pixel-Space Text-to-Image Diffusion Models Paper • 2608.16887 • Published 18 days ago • 35
GenRouter: Unified Workflow Routing for Agentic Image Generation Paper • 2608.16721 • Published 18 days ago • 27
PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives Paper • 2608.13552 • Published 22 days ago • 46
StateFlow: Building, Evolving, and Accessing 3D World States for Previsualization Paper • 2608.12314 • Published 23 days ago • 27
Scaling Properties of Text Conditioning in Visual Generation Paper • 2607.29679 • Published Jul 31 • 41
From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement Paper • 2607.23802 • Published Jul 26 • 106
VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System Paper • 2607.27380 • Published Jul 29 • 72
Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification Paper • 2607.24027 • Published Jul 27 • 38
AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report Paper • 2607.18367 • Published Jul 20 • 61