Japan Bets Big on Nvidia’s Rubin Chips to Build a “Third Option” in Sovereign AI

Japan will buy 27,500 Nvidia Rubin chips (NVDA) to build a $2.4B sovereign AI model for robots — a "third option" beyond US and Chinese systems. Here's the plan.

Japan is making a decisive move into sovereign artificial intelligence. The country plans to purchase 27,500 next-generation Rubin chips from Nvidia (NVDA) to build a homegrown foundational AI model designed specifically for robots. Rather than leaning on American or Chinese systems, Japan wants to develop its own.

Who’s Running the Project

A newly established entity, Noetra Corp., will spearhead the effort and build a large-scale data center to house the hardware. The government has already allocated ¥387.3 billion (about $2.4 billion) to the venture through March of next year, signaling serious commitment. Moreover, dozens of heavyweight companies — including SoftBank, Toyota-backed Preferred Networks, and NEC — are helping set up and operate Noetra, pooling engineering talent from firms that each built their own AI models (SoftBank’s Sarashina, Preferred Networks’ PLaMo, and NEC’s cotomi).

Sizable, but Not Hyperscaler-Sized

While Japan’s order carries real weight, it still looks modest next to what US tech giants are planning. For comparison, Microsoft aims to eventually deploy hundreds of thousands of Nvidia’s Vera Rubin chips across its data centers. Nevertheless, Japan’s purchase stands out because it channels a national strategy rather than a single company’s ambitions.

Why Japan Wants Its Own AI

The initiative directly supports Japan’s broader goal of reducing its reliance on foreign technology and strengthening national security. Because the country already hosts some of the world’s largest industrial robot makers, it sees a genuine opening to build an alternative to the dominant US and Chinese platforms. Noetra President Hironobu Tamba — who previously led development of SoftBank’s large language model — put the mission plainly, saying the team wants to create a “third option” that Japan and others can choose.

The Roadmap Ahead

Noetra has laid out a clear timeline. First, the venture plans to release an AI model by March of next year, followed by regular updates. Then, over the next few years, it intends to ship a model tailored specifically for robotics applications. Ultimately, this native “physical AI” push feeds Japan’s long-term target: capturing more than 30% of the estimated ¥60 trillion global robotics market by 2040.

The Bottom Line

Japan is planting a flag in the sovereign-AI race, and Nvidia once again sits at the center of the action. Consequently, the deal reinforces two themes driving markets this week — surging demand for advanced AI chips and a global scramble to control the technology’s foundations. Investors watching the AI trade should treat national-level buyers like Japan as a new and growing source of chip demand.

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