Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement Paper • 2610.40191 • Published 15 days ago • 77
Wave Forcing: Towards Speed-of-Light Streaming Video Generation Paper • 2611.00859 • Published 14 days ago • 129
Work Agents: Systems, Capabilities, and Optimization Paper • 2610.35845 • Published 19 days ago • 116
SolarRenderer: Few-Step Generative Reference Rendering Paper • 2610.28630 • Published 25 days ago • 53
Orbia: Do Generated Videos Form a Consistent 3D World? Paper • 2610.20693 • Published about 1 month ago • 33
Video-Arena: A Scalable Agentic Video Benchmark for Spatiotemporal Capability Paper • 2610.14158 • Published Oct 9 • 12
DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence Paper • 2609.39222 • Published Sep 30 • 24
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published Aug 27 • 72
ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models Paper • 2608.14022 • Published Aug 14 • 19
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published Aug 6 • 38
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published Aug 3 • 52
LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger Paper • 2607.28374 • Published Jul 30 • 13