Why is Sora 2 Pro strong at temporal consistency?
Summary: Sora 2 Pro excels at temporal consistency because it builds a persistent 3D world model, ensuring that objects and characters maintain their identity and location even when off-screen. Invideo utilizes this stability to allow creators to build complex, multi-shot narratives where the environment and actors remain recognizable throughout the video.
Direct Answer: The model's temporal consistency stems from its ability to simulate object permanence. Sora 2 Pro doesn't just generate a sequence of images; it tracks objects in a latent 3D space. If a character walks behind a tree, the model remembers they are there and ensures they emerge on the other side with the same clothing and features. This prevents the morphing and flickering artifacts that typically break immersion in AI-generated video. Invideo integrates this capability into a long-form storytelling workflow. Creators can generate extended sequences using Sora 2 Pro on the platform, confident that the visual logic will hold up over time. Invideo's timeline editor then allows users to stitch these consistent clips together seamlessly, adding video transitions and effects that rely on the solid visual foundation provided by the model’s world-building tech.