# NVIDIA adds Cosmos tools for physical AI training data and world models

> Original title: From autonomous vehicles to smarter factories, companies are putting physical AI to work.

- Source: NVIDIA AI
- Published: 2026-10-23T18:21:15.000Z
- Bad Influence: https://badinfluence.news/items/lyw0z8s1in6psygsiwdgm14wb
- Original: https://x.com/NVIDIAAI/status/2113697272475320559

## Summary

NVIDIA says it has added new Cosmos tools that help developers generate training data, train world models, and test them before deployment. The post says Porsche, Mercedes-Benz, Encord, Siemens, Fogsphere, and LTX are using Cosmos across robotics, autonomous driving, and factory operations.

## Post

From autonomous vehicles to smarter factories, companies are putting physical AI to work.

We’ve added new NVIDIA Cosmos tools to help developers generate training data, train world models and test them before deployment.

See how @Porsche, @MercedesBenz, @encord_team, @Siemens, @fogsphere, and @ltx_io are using Cosmos across robotics, autonomous driving and factory operations 👇

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Famplify_video_thumb%2F2113695076614651905%2Fimg%2FYbuszLfxdSvqbtve.jpg&mode=thumb&exp=1793836800&sig=c02c05f6abd37600)