Inside Nvidia's $150-Billion-a-Year Bet on Taiwan

The spending represents Nvidia’s aggregate annual procurement from Taiwan’s semiconductor supply chain — primarily chips from TSMC and AI server assembly by Foxconn — not a lump-sum factory investment . As Huang explained, “This is where the chips come, packaging comes. This is where the systems are made. This is where AI supercomputers were created” . Taiwan’s role is so foundational that Huang predicted it will remain the world’s technology manufacturing hub “for a long time” .

'Nvidia Constellation': A $1.27 Billion Campus to Match Silicon Valley

Nvidia is translating the financial commitment into permanent infrastructure. The centerpiece is “Nvidia Constellation,” the company’s first overseas headquarters and an expanded R&D campus designed to match the scale of its Silicon Valley base .

• Location: The campus will rise on plots T17 and T18 in Taipei’s Beitou-Shilin Technology Park, a combined site of approximately 3.89 hectares .
• Cost: The headquarters project carries a $1.27 billion budget .
• Land rights: The Taipei City Government finalized a 50-year land rights agreement with Nvidia in February 2026 after a private company voluntarily relinquished its lease on the site to help secure the deal .
• Construction timeline: Groundbreaking is expected in mid-2026, with the facility targeted to become operational by 2030 .
• Celebration: Huang formally launched the campus on May 27 alongside Taipei Mayor Chiang Wan-an, who presented him with a key to the city .

10,000-Plus Jobs and a Bursting Current Office

The Constellation campus is projected to create over 10,000 jobs in Taiwan . Huang had been clear about the need for more space. Nvidia’s Taiwan engineering staff had already grown “beyond the limits of [its] current office,” he said during his Computex 2025 keynote . The new campus is meant to house that expanding workforce and serve as Nvidia’s strategic hub for Asia, deepening ties with local industry leaders and the broader supply chain .

The Partnership Core: TSMC, Foxconn, and Taiwan’s First National AI Supercomputer

The $150 billion in annual spending flows predominantly through two giants.

TSMC remains Nvidia’s core fabrication partner for its AI accelerators, including the Blackwell architecture and future generations. Huang has publicly praised TSMC as “one of the greatest companies in history” . The proximity of the new headquarters to TSMC’s operations is strategic: Nvidia’s most advanced chips are manufactured using TSMC’s leading-edge processes, which are concentrated in Taiwan .

Foxconn handles system-level AI server assembly and is a key collaborator on a marquee infrastructure project: Taiwan’s first national AI supercomputer . The supercomputer, to be located in Kaohsiung, will house 10,000 of Nvidia’s latest Blackwell GPUs. Foxconn will provide the AI infrastructure, TSMC will use the system for advanced R&D, and the Taiwanese government is a partner in the initiative . The project transforms Taiwan from a manufacturing hub into an AI governance and R&D accelerator in its own right .

Huang emphasized that Taiwan’s supply chain delivers the full stack — chips, advanced packaging, systems, and supercomputers — making it irreplaceable for Nvidia’s ability to deliver AI globally .

Geopolitical Risk: A $5 Trillion Company’s Single-Point Bet

The scale of Nvidia’s commitment also concentrates risk. With $150 billion in annual spending tied to a single island — a geopolitical flashpoint between the U.S. and China — Nvidia is effectively betting its supply chain on Taiwan’s stability . Unlike some competitors diversifying production geographically, Nvidia remains overwhelmingly reliant on Taiwanese manufacturing for its highest-margin GPUs . Huang’s announcement did not address this risk explicitly, but it underscores the company’s calculation that the benefits of deep Taiwanese integration outweigh the dangers of concentration.

Setting the Stage for Computex 2026

Huang’s May 27 announcements are the overture for a major week. GTC Taipei at Computex 2026 runs June 1–5 at the Taipei International Convention Center, with Huang delivering his keynote at the Taipei Music Center on June 1 at 11 a.m. local time . In-person conference passes have already sold out, though the keynote will be livestreamed .

Huang confirmed in February 2026 that he would attend Computex and make multiple new announcements, and the Constellation campus launch — along with the supercomputer project and the $150 billion spending commitment — sets expectations for a significant product and partnership showcase .