Jensen Huang says NVIDIA began with the wrong algorithm, then rebuilt itself around AI
ycombinator · x · 2026-07-27
NVIDIA’s founder on learning the right technology, rebuilding the stack, and why resilience matters
In this Startup School 2026 interview, Jensen Huang revisits NVIDIA’s early missteps, including starting with the wrong algorithm and figuring things out from textbooks bought at Fry’s. He frames the company’s evolution as a process of confronting reality, learning its way into new domains, and repeatedly reinventing the full stack.
Key topics covered in the talk include:
- The “wrong algorithm” NVIDIA began with and how the team corrected course
- The Sega-era story and the company’s early survival lessons
- How NVIDIA interpreted AlexNet as a turning point
- Building a first-principles organization and “systems thinking” as the new coding
- NVIDIA’s internal use of agents
- Jensen’s view on job creation, physical AI, and where robots may first show up
- Why he thinks resilience — getting through one day at a time — matters most
Related event: Jensen Huang Reflects on NVIDIA's Early Missteps and Agentic AI Future(6 posts)→
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