By Jim Shimabukuro (assisted by ChatGPT)
Editor
Below is a cleaned and curated transcript containing only the remarks of Jensen Huang from the Stanford Graduate School of Business event, “U.S. Leadership in AI,” held on 9 April 2026. Moderator/interlocutor material has been omitted except where necessary for context and lightly edited with punctuation and paragraphing for readability. The original event details are available from Stanford Graduate School of Business. (Stanford News)
A few of Huang’s central themes throughout the discussion were:
- AI as a new computing paradigm rather than “magic”
- The importance of AI adoption across society
- Opposition to fear-driven overregulation
- AI-driven reindustrialization in the U.S.
- AI augmenting workers more often than replacing them
- Competition with China without xenophobia
- Immigration and global talent as American strengths
- Optimism for students entering the workforce
[These themes were echoed in Stanford’s post-event coverage. (Stanford News)]
3:49 — What AI Actually Is
“First of all, I think it’s helpful to take a step back and ask ourselves, well, what is it that we did? We have reinvented computing as we know it — how software is developed, how software is written, what software can do, and how software is processed. At its most fundamental level, in a lot of ways, that’s all we’ve done.”
“The way that computing is done today is called generative. It takes all the context, the prompt, your intentions, and it understands because it now understands, it can perceive, it can understand, it reasons, and it could do something. Write your story, summarize, write software.”
“This is a new type of software. It is incredible in that sense, but it’s no more incredible in that sense. It’s not an alien. It didn’t come from outer space.”
5:48 — AI as an Industrial Stack
“AI is essentially a five-layer stack of an infrastructure. It’s energy on the bottom, chips next, infrastructure like a cloud, AI factory, AI models, and then most importantly, AI applications.”
“If the United States wants to stay in the lead, it is vital that we win in every single one of the five layers.”
“The most important thing is that the application layer is diffused into society, into our industries, and that AI is actually being used.”
“If we caused ourselves, because of anything we decided to say or do, to become so fearful of AI that we resisted it, regulated it out of society, regulated it out of industry, and slowed ourselves down, it would be really quite unfortunate.”
13:47 — AI, Regulation, and China
“The computing technology industry is one of America’s national treasures.”
“Regulation is not about helping us succeed. This industry was already very successful. The question is: how does regulation affect us?”
“People think AI is a thing. It’s not a thing. It’s an industry that’s five layers deep.”
“In order for the United States to advance our AI, we need our energy industry to grow. If we want our energy industry to grow, we need China.”
“The supply chain is so deep, we have so much dependency on them. We just have to be thoughtful about all these different things, think about the big picture, and ultimately optimize toward America winning.”
20:50 — Reindustrialization and Manufacturing
“The AI industry’s growth is the engine that’s enabling the United States to re-industrialize chip manufacturing, computer manufacturing, and building all these AI factories.”
“We are re-industrializing the United States.”
“We’re creating so many manufacturing jobs in plumbing and construction, electricians, fine tool outfitters. Their salaries are doubling, tripling.”
“We’re going to invest half a trillion dollars in setting up manufacturing of chip plants and computer plants here in the United States.”
“We can’t just be all carbs. Our country needs to have a great labor force in information, but also in manufacturing, labor, and the crafts.”
27:33 — AI and Jobs
“The narratives of AI destroying jobs is not going to help America. First of all, it’s just false.”
28:00 — The Radiologist Example
“At the beginning of the AI revolution, one of the fathers of modern AI said that in ten years, the one job you don’t want is radiology.”
“A decade later, he was completely right. AI has completely permeated every aspect of radiology.”
“The part that was exactly opposite is the number of radiologists increased.”
“The purpose of a radiologist and the tasks they do are related, but not the same.”
“The hospitals are making more money. They notice the radiology department is doing incredibly well. They hire more radiologists.”
29:32 — AI and Software Engineers
“Typing and talking have both been automated to a superhuman level by AI. And yet I’m busier than ever.”
“The software engineers who know how to work with AI are the most popular software engineers.”
“The software engineers are busier than ever.”
“Now we have an idea, it takes no time to code. The company is waiting for you for the next idea.”
“Your agents are harassing you, micromanaging you, and you’re busier than ever.” [This “agents are harassing you” line became widely discussed online afterward. (Reddit)]
32:18 — “A Trillion Lines of Code”
“People think NVIDIA has to write a billion lines of code a year. If AI automates that, then suddenly nine thousand people are unnecessary.”
“Well, it turns out a billion lines of code was all we could do with the people and time we had.”
“I have dreams to write a trillion lines of code.”
“The jobs didn’t disappear. The task was automated.”
“My belief is we’re going to create more jobs in the end.”
36:03 — “You Won’t Lose Your Job to AI”
“It is unlikely most people will lose a job to AI. It is most likely that most people will lose their job to somebody who uses AI.” [This quote circulated heavily after the event and in subsequent media coverage. (Reddit)]
“We have to make sure everybody uses AI.”
“It is also the case, you hear many examples of this, where somebody used to be a carpenter, but because of AI, they’re now an architect. You know, you could describe things into AI, and it comes out with an incredible design, incredible draft. And they can be interior designers. And so they elevate their craft, they elevate their service, and elevate their business to a level to be able to offer more. And so I think that the first thing that we have to do, and you’re exactly right, we have to make sure that people understand that AI is not this incredible technology that nobody knows how to use. AI is an incredible technology that everybody should know how to use. It’s the reason why it’s the fastest adopted technology in history, because it’s so easy to use. And so we have to lower the barrier of it.”
“We have to demystify it. We have to make sure people aren’t afraid of it, so that they take advantage of this tool to enlighten themselves, to enable themselves.”
41:19 — Regulation Philosophy
“We should regulate applications as rigorously as we regulate applications today.”
“We just have to be mindful about premature regulation.”
“Some countries regulate after something happens. Some countries regulate before anything can possibly happen.”
“You have to decide what consequence you want to endure.”
42:22 — Interdependence and Global Competition
“Whoever invented the technology and owns the industry has the right to decide whether they give their industry head-start benefits.”
“We are in an interdependent world.”
“ASML is not an American company.”
“Every single one of our energy sectors relies deeply on technology and minerals that come from China.”
“The idea that ‘I’m going to shut you off and there will be no repercussions’ is a bit naive.”
47:42 — On Decoupling and Immigration
“We recognize we can’t have unfettered trade, and we also recognize we can’t decouple.”
“The concept of decouple — it’s insane. It’s deeply uninformed.”
“We’re going to compete with China, but we’re not anti-China.”
“We have to be very careful that there’s a slippery slope between anti-China and being anti-Chinese.”
“The single most important asset of our nation is that we are the place where everybody wants to come.”
“There’s only one country in the world with a brand called the American Dream.”
“You look up the American Dream in Wikipedia, you might see my picture.”
55:25 — Advice to Students
“This is a better time to be in school and graduating from school than ever.”
“There are more startup companies today than at any time in history.”
“The largest industry in the world, the computer industry, is reset. Because every industry is built on the computer industry, every industry is reset.”
“Nobody has a head start on you.”
“This is the perfect time to engage the most powerful technology the world’s ever known.”
“We are looking for expert AI users.”
“You are the first generation.”
“All of us on the other side are waiting for you, looking forward to working with you to build the future together.”
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