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What Bubble? Nvidia CEO Says AI Needs Trillions More in Investments

By Decrypt
Jan 22, 2026
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Jensen Huang wants you to know the AI industry isn't a bubble—despite looking like a bubble.

At the World Economic Forum in Davos this week, the Nvidia CEO told BlackRock's Larry Fink that the infrastructure powering artificial intelligence needs "trillions of dollars" more investment over the coming years. The alternative? Ultimate failure.

Huang framed AI as a "five-layer cake" that starts with energy at the bottom, then chips, cloud infrastructure, AI models, and finally applications at the top. Each layer, he explained, requires massive buildout before the ones above can properly function.

"We're now a few hundred billion dollars into it," Huang said. "There are trillions of dollars of infrastructure that needs to be built out."

Feed the bubble, beat the bubble?

Apple Taps Google's Gemini to Power AI Models After 'Apple Intelligence' Stumbles

Huang's message at Davos was unambiguous: The world needs more energy, more land, more chips, and more data centers to power the AI revolution. Fink seemed to agree, asking whether current spending is actually enough to broaden the global economy.

Huang's answer was essentially no. The opportunity, he said, is "really quite extraordinary." Whether that opportunity materializes or collapses under its own weight remains the million-dollar question—or rather, the trillion-dollar one.

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