Visko Orbis 1.0: A Live Model for Real-Time Interactive Long Video Generation
Abstract
We present Visko Orbis 1.0, a Live Model for real-time, interactive long-video generation. Users can change the prompt at any moment during generation, and the update becomes visible in real time. Visko Orbis 1.0 supports long-form text-to-video, image-to-video, and video continuation, with multilingual prompts and prompt switching while generation is in progress. A bounded multi-scale memory preserves subjects, scenes, and style across chunks, sustaining hour-scale rollouts without evident quality or color drift. Built on a distilled chunk-wise streaming generator and a streaming video upscaler, Visko Orbis 1.0 delivers real-time 4K video generation at 24 FPS using an optimized GPU serving engine. In long-form Arena comparisons, Visko Orbis 1.0 obtains the highest overall-preference and temporal-stability ratings among state-of-the-art real-time interactive video-generation systems.
Cite
@article{arxiv.2607.26694,
title = {Visko Orbis 1.0: A Live Model for Real-Time Interactive Long Video Generation},
author = {Xiangbo Gao and Siyuan Yang and Ping He and Mingyang Wu and Yuheng Wu and Yushen Zuo and Jiongze Yu and Ryan Cui and Hongyuan Hua and Devin Ma and Xiao Jin and Yubo Yuan and Qing Yin and Jie Yang and Zhengzhong Tu},
journal= {arXiv preprint arXiv:2607.26694},
year = {2026}
}