ByteDance open-sourced Bernini, a unified AI framework for video generation and editing. It employs an understand first, then generate mechanism with a semantic planner and a DiT-based renderer to solve instability and flickering issues. Supports text, image, and video control for precise editing of weather, camera angles, and actions. Inference code and Bernini-R model are available.