Nvidia is expanding its long-running partnership with Toyota Motor Corp. by supplying AI hardware and software to support applications in smart cities, traffic intelligence, and Toyota’s carmaking factories. The companies say the effort extends their collaboration, which began about a decade ago with work related to autonomous vehicle development. Under the expansion, Nvidia’s technology is intended to process and analyze data for traffic-related systems, helping enable smarter infrastructure and transportation decision-making. It is also intended to support manufacturing uses, such as improving operations across vehicle production. Both outlets describe the initiative as a broadening of the relationship beyond the data-center environment and into wider, industry-facing deployments. While the reports focus on the areas of smart-city and factory use, they also characterize the move as part of an ongoing, decade-long effort to apply AI to automotive and mobility challenges. No financial terms or deployment timelines are included in the provided summaries.