NVIDIA is today the most valuable company in the world, but had it not been for the largesse of the CEO of a Japanese company, it could’ve possibly gone bankrupt a long time ago.

At a commencement speech for Carnegie Mellon University’s class of 2026, NVIDIA co-founder and CEO Jensen Huang recalled a moment from the company’s earliest days — one that was equal parts humbling and harrowing. Speaking to graduating students about failure and resilience, he revealed just how close NVIDIA came to ceasing to exist, and how a single act of generosity from a Japanese executive kept the company alive.

“Our first technology didn’t even work,” Huang said. “We nearly ran out of money.”

The context: in the early 1990s, NVIDIA had won a contract with SEGA to build a graphics chip for what would eventually become the SEGA Dreamcast console. But after a year of development, the team realised that the architecture they had designed was fundamentally flawed — and that completing the contract would produce something incompatible with the direction the industry was heading. Finishing it would be a dead end. Walking away would mean bankruptcy. There was no good option.

Huang chose honesty. “At one point, I had to fly to Japan and explain to SEGA’s CEO that the technology they contracted us to build would not work. Asked to be released from a contract we could not complete, and then asked that they still pay us. Without the money, NVIDIA would vaporize.”

It was, by Huang’s own account, one of the lowest points of his professional life. “It was embarrassing, humiliating, and one of the hardest things I have ever done.”

SEGA’s CEO, Irimaji-san, said yes. NVIDIA got the money, survived, and used the runway to build the Riva 128 — a graphics card that arrived just as the company was again running out of cash, shook up the 3D graphics market, and ultimately saved the business.

Huang drew a clear lesson from the episode: “I learned early that being CEO is not about power, but the responsibility that comes with keeping the company alive.”

That a company now worth trillions of dollars once had to beg a client to pay for work it couldn’t deliver is a remarkable fact. But what makes the story more than just an entertaining origin myth is what it reveals about Huang as a leader — and about the kind of leadership that actually builds durable companies.

Huang has spoken before about the unusual way he runs NVIDIA, including a flat organizational structure with over 60 direct reports and a system of “Top 5” emails that give him a real-time view of the entire company. He has also described NVIDIA’s evolution from a chip company to something far more foundational — what he calls an “essential infrastructure company”, comparable to the role electricity played in the first Industrial Revolution. None of that happens without the SEGA payment.

The SEGA story is ultimately a story about intellectual honesty — admitting a mistake at the worst possible time, to the worst possible audience, with everything on the line. It’s a kind of courage that rarely makes it into business school curricula, but clearly defines how Huang has led NVIDIA ever since.