UniVideo - Unified Understanding, Generation, and Editing for Videos.

UniVideo is an advanced AI video model that unifies video understanding, generation, and editing into a single intelligent system. It leverages a dual‑stream architecture to support high‑fidelity in‑context video creation and precise free‑form editing, enabling creative workflows that were previously difficult or fragmented.

UniVideo emerged from an effort to close the gap between human imagination and digital video production. In today’s landscape, where video is a primary medium of communication and storytelling, existing tools have often been complex, siloed, or limited in capability. UniVideo was conceived to address these limitations by combining breakthroughs in Multimodal Large Language Models (MLLM) and Diffusion Transformers (DiT), resulting in a platform with both deep visual understanding and generative strength.

At its core, UniVideo interprets visual prompts and contextual cues to generate coherent video content that aligns with user intent. Its in‑context generation capabilities allow creators to maintain narrative and visual consistency across sequences, addressing a major challenge in AI video production. This makes it suitable for a wide range of video tasks, from concept exploration and iterative editing to more structured creative projects.

UniVideo’s editing capabilities extend beyond simple clip adjustments; the model can perform video‑to‑video transformations while respecting original context and motion dynamics. This enables creators to refine, remix, and enhance footage with a level of control that bridges automated generation and manual craftsmanship. Through this versatility, it supports both individual creators and professional teams who seek to streamline production without sacrificing quality.

By integrating video understanding with generative and editing workflows, UniVideo represents a step toward more intuitive and expressive AI filmmaking. The platform aims to lower technical barriers to professional‑grade visual storytelling, positioning itself as a foundational tool in the evolving creative ecosystem.