Aurora: Unified Video Editing with a Tool-Using Agent

Researchers introduced Aurora, a tool-augmented VLM agent for agentic unified video editing.

Aurora turns vague user prompts into structured conditioning plans for a unified video diffusion model.

The system can fill in missing text, image, and spatial details, making video editing more practical.

It reported stronger results on the new AgentEdit-Bench and on existing video editing benchmarks.