While OpenAI and other AI startups continue to lose massive amounts of money on “future” services, Nvidia continues to steadily sell the GPUs essential for powering large-scale model training and inference workloads. In short: the GeForce giant is well-positioned to ride the AI wave longer than most other companies on the stock market. Nvidia and Samsung have announced a partnership to build a new “AI megafactory” with significantly enhanced capabilities. The South Korean conglomerate plans to install a cluster of 50,000 Nvidia-designed GPUs, with the primary goal of boosting chip production capabilities for mobile devices and robotics.
50,000 GPU AI Megafactory: A Deep Strategic Partnership
Samsung has not yet provided specific details regarding the new facility, but the deal has been confirmed by multiple sources. According to Raymond Teh, Senior Vice President of Nvidia for Asia-Pacific, the company aims to support the South Korean government’s ambitious plans to deploy AI technology. This underscores the strategic importance of the project to both companies and the nation.
Before Mr. Teh’s confirmation, Nvidia CEO Jensen Huang was reportedly seen dining with Samsung Chairman Lee Jae-yong and Hyundai Chairman Chung Eui-sun. Nvidia is also collaborating with other major South Korean conglomerates to supply an equivalent number of GPUs to accelerate AI workloads. This reflects an effort to diversify partnerships and strengthen Nvidia’s ecosystem in this critical region.
The collaboration between Nvidia and Samsung is expected to have a long-lasting impact on both companies, and potentially the entire chip industry. Samsung is one of the few companies worldwide with its own chip manufacturing facilities (foundries), while Nvidia continues to rely on third-party foundries to manufacture its complex, proprietary GPU designs for the market.
Nvidia will also tailor its designs to align with Samsung’s lithography-based manufacturing platforms for new accelerators. According to an Nvidia representative, this closer technological collaboration could provide the South Korean foundry with performance gains of up to 20%. Nvidia’s Omniverse platform, which integrates GPU technologies into existing software tools, is also expected to play a role in this partnership.
Nvidia Strengthens Leadership and Secures Future Supply
Through this partnership, Samsung solidifies its position as a key partner in Nvidia’s high-performance chip ecosystem, while Nvidia secures its business outlook for years to come. The company recently became the first public company in Wall Street history to reach a $5 trillion market capitalization. CEO Huang also confirmed that partners have ordered $500 billion worth of GPUs for both the upcoming Blackwell and Rubin GPU architectures. This demonstrates the massive demand and market confidence in Nvidia’s AI roadmap.
This “AI megafactory” project is more than just a simple hardware investment. It is a strategic combination of the world’s leading chip designer (Nvidia) and one of the largest semiconductor manufacturers (Samsung), aimed at creating an AI manufacturing and research hub on an unprecedented scale. The ultimate goal is to accelerate the development of mobile and robotics chips—two sectors predicted to be the future of AI beyond the data center.
