Jensen Huang: AI demand has spread far beyond one anchor lab
As seen on the 24/7 Wall St. homepage on August 26, 2026.
And demand is accelerating. This time last year, one lab alone was driving the buildout; today, we have a golden age of new AI labs and startups, multiple frontier labs scaling in parallel, a thriving open-model ecosystem and physical AI coming online — with strong momentum across the U.S. and around the world. The AI infrastructure buildout is at full steam. Vera Rubin, now in full production, was built to power exactly this moment.
Huang's fiscal Q2 message shifts the demand story from a single anchor customer a year ago to frontier labs, startups and open models buying in parallel. Vera Rubin reaching full production means the next platform cycle is already shipping into that base.
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A year ago, Jensen Huang acknowledged, a single lab was effectively carrying the AI infrastructure buildout on its own. By the fiscal second quarter of 2027, that picture had changed entirely, with multiple frontier labs scaling at the same time, a wave of new AI startups entering the market, and an open-model ecosystem growing alongside them.
Huang also pointed to physical AI as a new demand layer coming online, and he noted strong momentum across both the U.S. and international markets. The breadth of that buyer base matters because it means demand is no longer hostage to the spending decisions of one customer.
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Into that broadening demand, Huang confirmed that Vera Rubin, the company's next-generation platform, has reached full production. The new architecture is shipping now, at the moment the customer base is widest and the infrastructure buildout, in Huang's words, is at full steam.
For investors, the key shift is structural. A demand base spread across frontier labs, startups, and open-model developers is harder to disrupt by any single customer's budget change than the concentrated setup that existed a year earlier.
Sources
Mentioned: NVDA