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Nvidia's AI Gamble: From Obscurity to Global Dominance
31 Mar
Summary
- Nvidia's CEO bet heavily on deep learning around 2012.
- The $300,000 DGX-1 machine initially had no buyers.
- Elon Musk's OpenAI was an early, surprising customer.

Nvidia's current dominance in artificial intelligence stems from a bold gamble made in 2012, according to CEO Jensen Huang. At that time, the company was primarily known for gaming hardware.
Huang convinced Nvidia to invest heavily in deep learning technologies long before it became mainstream. This led to the development of the DGX-1, a powerful AI supercomputer costing Nvidia billions and priced at $300,000.
However, when the DGX-1 was unveiled in 2016, it garnered no interest from potential buyers. Huang recalled a surprising outreach from Elon Musk, who was interested in the machine for a non-profit entity that would become OpenAI.
Huang personally delivered one of the first DGX-1 units to OpenAI, a nascent group working from a small room. This foundational step, taken in 2016, proved instrumental in the subsequent development of large language models and generative AI like ChatGPT.