Jensen Huang: A Gigawatt-Scale AI Factory Costs $50-60B, Architecture Must Stay Fungible
nvidia · x · 2026-09-22
NVIDIA CEO Jensen Huang joined U.S. Commerce Secretary Howard Lutnick at the G20 Innovation Ministerial to discuss what infrastructure the "Intelligence Age" requires.
- He estimates a gigawatt-scale AI factory represents a $50-60 billion investment.
- At that cost, the architecture cannot be so specialized that a change in models or algorithms renders it obsolete.
- His requirements: infrastructure must be fungible, durable, and able to keep improving through software.
The remarks reinforce NVIDIA's long-standing argument that general-purpose GPU/CUDA platforms beat heavily specialized silicon in the face of fast-moving AI algorithms.
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