21 upvotes
Agentic system plans and generates coherent multi-scene videos
What is Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement?
The paper presents an agent-driven video generation framework that uses planning, tool use, and feedback to create controllable multi-shot videos. It also introduces a video world model that predicts future frames based on actions, letting the agent treat video generation as an interactive environment and improve recursively.
Who it is for
AI researchers and developers working on interactive video content or simulation can leverage this approach to build more controllable, self-improving video agents.
How to try it
Read the paper on Hugging Face: https://huggingface.co/papers/2610.40191