Nvidia Chief Executive Jensen Huang declared the "beginning of AI in Japan" during a visit to Tokyo on Wednesday, pledging joint work with local companies on robotics and so-called physical AI.

Huang met with Japanese partners and government figures as the country moves to anchor a domestic artificial-intelligence industry, leaning on its strengths in manufacturing and robotics. The remarks signal Tokyo's ambition to become a central node in the global AI supply chain rather than a consumer of foreign technology.

The phrase "physical AI" describes systems that combine large models with robots, factories and sensors — intelligence embedded in machines rather than confined to data centers. Nvidia has increasingly framed its future growth around such embodied applications, where its accelerators train and run the models that guide physical systems.

Japanese firms, facing a shrinking workforce and stiff competition from China and the United States, view AI-driven automation as a path to revive industrial output. Joint announcements expected in the coming days are likely to span robotics, industrial automation and the infrastructure needed to deploy models at scale.

For Nvidia, the outreach extends a strategy of cultivating national partnerships, from the Gulf to East Asia, that secure demand for its chips and software. Japan's deep bench of robotics and precision-manufacturing companies makes it a natural testing ground for products that blur the line between silicon and machinery.

The visit also underscores how the center of gravity in AI is shifting from pure software toward the physical world. Whether the promised collaborations produce lasting industrial gains will depend on execution, but the symbolism of a U.S. chip giant betting on Japanese robotics was unmistakable.

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