Visko launches Orbis live model and closes pre-seed funding round

A startup has launched Orbis, a foundation model that generates video continuously in real time rather than producing finished clips, with the ability to change prompts mid-generation while the video keeps streaming. Unlike conventional video generation systems that process entire clips at once, Orbis generates video frame-by-frame in a streaming fashion similar to how large language models predict tokens one at a time, delivering 4K video at 24 frames per second while maintaining physical consistency for hour-long durations. The company raised $10 million in pre-seed funding and claims this technology could enable applications in robotic training, simulation, and generating test footage for autonomous systems. The capability represents a shift toward AI systems that run continuously and respond interactively rather than simply processing requests and returning finished outputs.