StoryEngine: A State-Grounded Agentic Framework for Video Storytelling.

arXiv:2609.33627v1 Announce Type: cross Abstract: Despite recent progress in agentic multi-shot video generation, producing coherent and consistent long-form stories remains challenging. Existing agentic pipelines typically rely on textual shot plans or previo