Skild AI Teaches Robots New Tasks from a Single Video Using NVIDIA Physical AI

Skild AI has released its S1 robot foundation model, built in collaboration with NVIDIA and leveraging NVIDIA's physical AI platform including Isaac and Omniverse technologies. The key capability is one-shot task learning: S1 can generalize to new robotic tasks from a single demonstration video, removing the need for large per-task datasets. This is a significant advance in robot generalization and directly addresses one of the core bottlenecks in deploying robots across diverse real-world environments. NVIDIA's involvement as infrastructure provider underscores how its physical AI stack is becoming the default substrate for next-generation robotics research. Developers working in robotics or embodied AI should evaluate S1 as a foundation model candidate for their manipulation and navigation pipelines.