# Simulation and Design

Published articles for Simulation and Design.

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## Skild AI Taps NVIDIA Physical AI to Teach Robots New Tasks From a Single Video

DevFeed: [Skild AI Taps NVIDIA Physical AI to Teach Robots New Tasks From a Single Video](<https://devfeed.tech/articles/skild-ai-taps-nvidia-physical-ai-to-teach-robots-new-tasks-from-a-single-video-6961.md>)

Original publisher: [Read original article](<https://blogs.nvidia.com/blog/skild-ai-s1-physical-ai/>)

Author: Sasa Docca

Published: 2026-09-10T16:30:35Z

Content type: news

Language: en

Sources: [NVIDIA Blog](<https://devfeed.tech/sources/nvidia-blog.md>)

Topics: [foundation-models](<https://devfeed.tech/topics/foundation-models.md>), [Cosmos](<https://devfeed.tech/topics/cosmos.md>), [Simulation and Design](<https://devfeed.tech/topics/simulation-and-design.md>), [synthetic-data](<https://devfeed.tech/topics/synthetic-data.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [cosmos](<https://devfeed.tech/tags/cosmos.md>), [customer-stories](<https://devfeed.tech/tags/customer-stories.md>), [industrial-and-manufacturing](<https://devfeed.tech/tags/industrial-and-manufacturing.md>), [isaac](<https://devfeed.tech/tags/isaac.md>), [model](<https://devfeed.tech/tags/model.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [nvidia-blackwell](<https://devfeed.tech/tags/nvidia-blackwell.md>), [omniverse](<https://devfeed.tech/tags/omniverse.md>), [physical-ai](<https://devfeed.tech/tags/physical-ai.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [robots](<https://devfeed.tech/tags/robots.md>), [simulation-and-design](<https://devfeed.tech/tags/simulation-and-design.md>), [synthetic-data-generation](<https://devfeed.tech/tags/synthetic-data-generation.md>), [tensorrt](<https://devfeed.tech/tags/tensorrt.md>), [video](<https://devfeed.tech/tags/video.md>)

### AI overview

Skild AI's S1 robot foundation model learns new long-horizon physical tasks from a single video demonstration through in-context learning, without task-specific retraining. The article describes its development on NVIDIA AI infrastructure and use of NVIDIA Isaac Lab and Cosmos technologies.

### Source excerpt

Manufacturing floors, warehouses and production lines rarely stay fixed -- tasks change, layouts shift and new products arrive, and most robots can't keep up without significant reprogramming. Skild AI's new S1 robot foundation model helps address this, designed to learn previously unseen, long-horizon tasks from a single video demonstration. The model, launched last week, uses [...]

## Physical AI Takes the Wheel: How the World's Robotaxi Leaders Are Building With NVIDIA Technologies

DevFeed: [Physical AI Takes the Wheel: How the World's Robotaxi Leaders Are Building With NVIDIA Technologies](<https://devfeed.tech/articles/physical-ai-takes-the-wheel-how-the-world-s-robotaxi-leaders-are-building-with-nvidia-technologies-6959.md>)

Original publisher: [Read original article](<https://blogs.nvidia.com/blog/robotaxi-leaders-full-stack-open-platform/>)

Author: Ali Kani

Published: 2026-09-10T16:00:04Z

Content type: article

Language: en

Sources: [NVIDIA Blog](<https://devfeed.tech/sources/nvidia-blog.md>)

Topics: [Training AI Models](<https://devfeed.tech/topics/training-ai-models.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>)

Tags: [ai-models](<https://devfeed.tech/tags/ai-models.md>), [ai-training](<https://devfeed.tech/tags/ai-training.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [autonomous-vehicles](<https://devfeed.tech/tags/autonomous-vehicles.md>), [cosmos](<https://devfeed.tech/tags/cosmos.md>), [customer-stories](<https://devfeed.tech/tags/customer-stories.md>), [datasets](<https://devfeed.tech/tags/datasets.md>), [driving](<https://devfeed.tech/tags/driving.md>), [mobility](<https://devfeed.tech/tags/mobility.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [nvidia-blackwell](<https://devfeed.tech/tags/nvidia-blackwell.md>), [nvidia-dgx](<https://devfeed.tech/tags/nvidia-dgx.md>), [nvidia-drive](<https://devfeed.tech/tags/nvidia-drive.md>), [nvidia-halos](<https://devfeed.tech/tags/nvidia-halos.md>), [omniverse](<https://devfeed.tech/tags/omniverse.md>), [physical-ai](<https://devfeed.tech/tags/physical-ai.md>), [simulation-and-design](<https://devfeed.tech/tags/simulation-and-design.md>)

### AI overview

NVIDIA describes an open robotaxi platform for training AI driving models, simulation and safety validation, and real-time in-vehicle computing.

### Source excerpt

The global robotaxi market -- physical AI's first commercial breakthrough -- is projected to reach $400 billion by 2035, with over 6 million commercial vehicles in operation as driverless fleets are already moving people through some of the world's busiest and most complex streets. Deploying a driverless vehicle is one challenge. Scaling a fleet is [...]