Single-Stream Continuous Streaming

A video generation architecture in which the model outputs frames continuously in a streaming fashion, allowing the client to play frames as they are received. It maintains a long context window that permits new instructions to be inserted in real time and influence subsequent frame generation, contrasting with the traditional request–wait–return batch generation model.