Nvidia's Jensen Huang calls Taiwan AI epicenter as company commits $150 billion annual spend

Reviewed byNidhi Govil

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At Computex Taipei 2026, Nvidia CEO Jensen Huang declared Taiwan the epicenter of the AI revolution, revealing the company now spends roughly $150 billion annually on the island. The announcement came alongside the full production launch of the Vera Rubin platform and RTX Spark, Nvidia's first Arm-based Windows PC. Despite ongoing supply constraints, Huang assured investors the company has secured enough capacity to sustain robust growth in both CPUs and GPUs.

Nvidia Commits $150 Billion Annually to Taiwan's AI Ecosystem

Jensen Huang used the Computex Taipei 2026 stage to reframe Nvidia's relationship with Taiwan, calling it the "epicentre" of the AI revolution and disclosing that the company now spends approximately $150 billion a year on the island

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. The figure, the highest Taiwan-specific spending commitment Huang has publicly revealed, positions Nvidia as "the largest purchaser of any company now for the ecosystem of Taiwan," as he stated during a press conference

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. This investment flows through roughly 150 ecosystem partners on the island, including TSMC for semiconductor fabrication and Foxconn, Quanta, and Wistron for assembly

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. Born in Taiwan's southern city of Tainan, Huang's declaration carries both economic and geopolitical weight, reinforcing Taiwan's strategic importance to the global AI infrastructure at a time when the Trump administration's tariff policies have pressured chip designers to consider onshoring production.

Vera Rubin Platform Reaches Full Production Despite Supply Chain Constraints

The $5 trillion chipmaker announced that its next-generation Vera Rubin platform, pairing the in-house Vera CPU with the Rubin GPU, has reached full production

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. Huang called it "probably the largest product launch in the history of Taiwan," with each system containing nearly 2 million parts

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. The AI computing platform delivers what Nvidia claims is the world's lowest token cost for AI inference, achieved by designing chips and racks as integrated systems

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. Anthropic, OpenAI, SpaceX, and Oracle are among the first customers to receive the platform

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. However, Huang acknowledged that supply chain constraints remain a reality. "We've secured supply for very robust growth of all of those systems," he said, adding, "We have supply for very, very robust growth, but we're still supply constrained"

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Source: Benzinga

Source: Benzinga

RTX Spark Marks Nvidia's Entry Into Windows PC Market

In a notable expansion beyond data center dominance, Nvidia unveiled RTX Spark, an all-in-one Arm-based Windows machine that combines a 20-core Grace CPU developed with MediaTek and a Blackwell GPU with 6,144 CUDA cores, up to 128GB of memory, and one petaflop of AI performance

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. Huang announced three Windows products: RTX Spark laptops, RTX Spark desktops, and a DGX Station for Windows aimed at developers working outside the Linux ecosystem

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. The RTX Spark PC chip, launching in fall, represents Nvidia's partnership with Microsoft to "reinvent the PC" for the AI era

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. This move pits Nvidia directly against Intel, AMD, Apple, and Qualcomm in a market it has largely avoided

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Source: ET

Source: ET

CPU and GPU Growth Trajectory Signals New Revenue Drivers

Huang projected that the company's Vera data center CPUs would become "even more popular" than its GPUs due to their crucial role in processing information, calling the Vera CPU "our new major growth driver"

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. The Vera CPU competes directly with data center chips from AMD and Intel

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. Huang's assurance that Nvidia has capacity to supply robust CPU and GPU growth comes as the company aims to maintain momentum beyond the roughly $1 trillion in sales it has forecast for its flagship AI chips

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. The company's semiconductors are used in virtually every major data center worldwide, making it a barometer for the AI market's health

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Taiwan's Role in AI Carries Strategic and Geopolitical Implications

Nvidia plans to continue investing in Taiwan and make the supply chain as resilient as possible, with a new Taiwan headquarters scheduled to become operational in 2030, bringing the company closer to key supplier TSMC

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. Huang stated that Taiwan is a strategic partner for the U.S. because the island is investing in U.S. manufacturing

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. For Taiwan's Lai Ching-te administration, Huang's "epicentre" framing reinforces arguments that the island's indispensability to the U.S. AI build-out represents a strategic asset rather than a liability

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. The keynote came weeks after Huang accompanied President Donald Trump on a visit to Beijing to meet Chinese leader Xi Jinping

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, underscoring the complex geopolitical tensions surrounding semiconductor supply chains. Huang's earlier remarks that DeepSeek running on Huawei chips would be a "horrible outcome" for America positioned Nvidia unmistakably on the U.S. side of the technology competition

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. The Computex 2026 gathering, themed "AI Together," attracted 1,500 exhibitors from 33 countries, with Intel and Qualcomm CEOs also delivering speeches

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. Huang's focus on AI agents as workers who can reason, plan, and execute suggests the industry will require substantially more silicon to realize more advanced capabilities

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, pointing to continued demand for Nvidia's products across robotics and autonomous driving applications

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Source: Reuters

Source: Reuters

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