While OpenAI and other AI startups keep losing enormous sums on "future" services, Nvidia continues to sell a steady stream of the GPUs needed to power 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 significant acceleration capabilities. The South Korean conglomerate plans to install a cluster of 50,000 GPUs designed by Nvidia, with the main goal of boosting its chip manufacturing capabilities for mobile devices and robots.
A 50,000-GPU AI Megafactory: A Deep Strategic Partnership
Samsung has not yet shared details about the new facility, but the deal has been confirmed by multiple sources. According to Raymond Teh, Nvidia's Senior Vice President for the Asia-Pacific region, the company aims to support the South Korean government's ambitious plans to deploy AI technology. This shows how strategically important the project is to both companies and to the country.
Before Teh's confirmation, Nvidia CEO Jensen Huang was reportedly seen meeting Samsung Chairman Lee Jae-yong and Hyundai Chairman Chung Eui-sun for a meal. Nvidia is also working with other major South Korean conglomerates to supply a comparable number of GPUs to accelerate AI workloads. This reflects an effort to diversify its partnerships and strengthen Nvidia's ecosystem in this key region.
The collaboration between Nvidia and Samsung is expected to have a lasting impact on both companies, and possibly on the entire chip industry. Samsung is one of the few companies in the world with its own chip manufacturing facilities (foundries), while Nvidia continues to depend on third-party foundries to produce its complex, proprietary GPU designs for the market.
Nvidia will also adapt its designs to fit Samsung's manufacturing platform based on its lithography technology for the new accelerators. According to an Nvidia representative, this closer technical collaboration could give the South Korean foundry a performance boost of up to 20%. Nvidia's Omniverse platform, which integrates GPU technologies into existing software tools, is also expected to play a role in the partnership.
Nvidia Strengthens Its Lead and Secures Future Supply
Through this collaboration, Samsung reinforces 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 publicly traded company to reach a market capitalization of 5 trillion USD in Wall Street history. CEO Huang also confirmed that partners have placed orders for 500 billion USD worth of GPUs spanning both the Blackwell and the upcoming Rubin GPU architectures. This points to enormous demand and market confidence in Nvidia's AI roadmap.
The "AI megafactory" project is not merely a hardware investment. It is a strategic union between the world's leading chip designer (Nvidia) and one of the largest semiconductor manufacturers (Samsung), meant to create an AI manufacturing and research hub on a scale never seen before. The ultimate goal is to speed up the development of mobile chips and robots, two fields expected to be the future of AI beyond the data center.
