Preprint Open access
StoryEngine: A State-Grounded Agentic Framework for Video Storytelling
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 previously generated pixels, yet lack an explicit mechanism for propagating the consequences of story events and mai …