Jensen Huang: Why AI Factories Sell Tokens, Not CPU Cores
Jensen Huang explains why AI data centers discard CPU rentals for token generation, 100% liquid cooling, and rapid assembly loops.
Visiting Taiwan w/ Jensen Huang | Lex Fridman
With Lex Fridman, Jensen Huang · Sunday, October 18, 2026
Lex Fridman travels to Taiwan to attend Computex and explore Taipei alongside NVIDIA founder and CEO Jensen Huang. Across Computex exhibition halls, local night markets, and street eateries, they discuss the origins of Taiwan's semiconductor dominance, the founding partnership between NVIDIA and TSMC, and the economics of modern AI compute. Jensen Huang also shares his business philosophy on long-term partnerships, the imperative to reindustrialize the United States, and his perspective on semiconductor export controls versus maintaining an innovation flywheel.
Key takeaways
- Traditional hyperscalers built data centers to rent x86 CPU cores by the hour, optimizing server racks strictly for multi-tenant core density. Read more →
- Jensen Huang views the current surge in AI demand as the best opening the United States has had in decades to rebuild domestic manufacturing and modernize power grids. Read more →
- In 1996, chip manufacturing capacity was so scarce that incumbents like NEC, Toshiba, Fujitsu, and HP demanded startups surrender their proprietary technology licenses just to get fab access. Read more →
- Withholding force-multiplying physical goods like refined rare earths buys short-term tactical advantages, but computing platforms wither without global distribution. Read more →
- NVIDIA built its hardware dominance by treating TSMC as a foundational platform rather than a disposable vendor. Read more →
- Minister K. T. Li initiated Taiwan's technology drive in the 1950s, creating the plan that eventually brought Morris Chang to the island. Read more →
6 articles from this episode
Jensen Huang: Use the AI Boom to Rebuild American Industry
Jensen Huang explains why massive AI compute budgets and TSMC partnerships give the US its best chance in decades to rebuild manufacturing.
Jensen Huang: How a Paper Letter Won TSMC's 30-Year Alliance
Jensen Huang cold-called TSMC from the Yellow Pages in 1996. Here is how NVIDIA picked Morris Chang and protected its IP without an upper hand.
Jensen Huang: Military Power Comes from Commercial Wealth, Not Bans
Jensen Huang explains why semiconductor export controls break the tech flywheel and how global market reach drives American military and tech supremacy.
Jensen Huang: Why Rigid Contracts Kill Long-Term Supplier Deals
Jensen Huang explains his rough justice philosophy with TSMC and why leaving money on the table keeps suppliers loyal.
How Open PC Standards Built Taiwan's Chip Empire
Jensen Huang explains how K. T. Li, a Philips spinoff, and open IBM specs created the foundation for TSMC and the modern PC boom.
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