Cities around the world are using NVIDIA AI to turn cameras into operational intelligence. The NVIDIA Cosmos platform and confidential computing technology are central to this transformation. Deployment in specific cities in Brazil has not been confirmed.
NVIDIA and partners are expanding the application of physical and agentic AI in cities worldwide, using shared infrastructure for public services. In Spain, 1MillionBot combines ALIA models with Nemotron for service agents. In the San Francisco Bay Area, LiveX uses NVIDIA Cosmos and Nemotron for conversational AI. In Malaysia, ITMAX integrates SamurAI V2 with RTX PRO 6000 GPUs for 17,000 cameras by 2027. NVIDIA Confidential Computing now has three deployment options: Bare Metal, Containers and Virtual Machines. The new option, Confidential Bare Metal, allows model builders to operate on third-party infrastructure with full control over their data.

The technology is expanding to NVIDIA Grace Blackwell, Rubin and DSX OS systems, with support from partners such as Google Cloud, CoreWeave and Cisco. NVIDIA Cosmos is a platform of world models and development tools for physical Artificial Intelligence. Cities around the world are adopting NVIDIA AI technologies to improve planning and public services. In addition, games such as Airborne Empire highlight the use of city simulations in virtual environments.
The platform includes world models and development tools for physical AI, allowing public officials to simulate real-world scenarios and improve decisions based on real-time data. Partners such as Google Cloud, CoreWeave and Cisco help integrate the solution into shared infrastructure, reducing costs and increasing efficiency. The technology is also expanding to NVIDIA Grace Blackwell, Rubin and DSX OS systems, showing that NVIDIA is aligning its physical AI with different technology environments. The application in cities such as Wrocław and the use of NVIDIA Metropolis reinforce how physical AI can improve public services with interactive simulations and large-scale data analysis.
Technology protects data in use on GPUs
Companies trust Cohere to offer a secure and confidential platform for inference, protecting models and data in memory during execution. According to Phil Blunsom, chief technology officer at Cohere, NVIDIA Confidential Computing technology brings hardware-based security to the GPU, protecting data in memory and on interconnects during execution. Google Cloud is expanding support for the Confidential Bare Metal option to A4X Max instances, which use NVIDIA GB300 NVL72 systems.
NVIDIA redefines AI in cities with shared infrastructure
NVIDIA and its partners are redefining AI architecture in cities with shared infrastructure and new confidentiality options. The integration of ALIA models with Nemotron allows service agents to operate with greater autonomy and efficiency. Cities such as those in Spain and the San Francisco Bay Area are testing these solutions, combining artificial intelligence with physical simulation tools. This evolution strengthens security in sensitive applications, such as urban management and public monitoring.
With information from blogs.nvidia.com, developer.nvidia.com and notebookcheck.net.
Sources
- Cities physical agentic ai applicationsblogs.nvidia.com
- Confidential computing model builders infrastructureblogs.nvidia.com
- Build world models for interactive simulation with nvidia cosmosdeveloper.nvidia.com
- Steam This open world city builder praised by 86 of players is 50 offnotebookcheck.net
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