Jensen Huang

“Summary of Jensen Huang's address to Y Combinator's Startup School (6,000 founders), as analyzed by The AI Corner”

“"So what you're telling me is what I contract you to do, you can't do, but you would like all the money on the contract." — Sega's CEO, restating Huang's ask”

“He open-sourced NVIDIA's self-driving stack, Alpamayo, to accelerate adoption across agriculture, mail delivery, and warehouse robotics”

“Of course, Jensen is in some sense self-serving with this letter. Because the more open source models are developed, the more companies are going to be training on GPUs... But nonetheless, I think it is actually a patriotic mission.”

“'Let's say you have a software engineer or AI researcher and you pay them $500,000 a year; At the end of the year, I'm going to ask that $500,000 engineer: How much did you spend in tokens? If that $500,000 engineer did not consume at least $250,000 worth of tokens, I am going to be deeply alarmed.'”

“Huang makes his most concrete forward bet in the interview: NVIDIA's robotics and autonomous vehicle business is already at approximately $10 billion in revenue, and he calls it the company's next $100 billion opportunity.”

“CEO Jensen Huang has been so aggressive in funding the AI ecosystem that the company is functioning almost like a bank; with annual free cash flow nearing $100 billion and little debt, that isn't obviously reckless.”

“Jensen Huang's first-ever post on X — an open-weights manifesto signed by 50 companies including Microsoft, Meta, IBM, and OpenAI — signals that the open-source AI model debate has moved from academic to strategically urgent. NVIDIA is backing open weights not out of ideology but necessity: open models don't require CUDA, carry lower margins, and could bypass NVIDIA entirely.”

“Nvidia's CEO met with Commerce Secretary Howard Lutnick to build a framework to give the government early access to the most advanced AI models.”

“"We don't need as much data for cars to train a self-driving car, which led us to creating Alpamayo, which is the world's first thinking self-driving car. And with just a million miles or so, a couple million miles, it's an incredibly great self-driving car."”

“"Now you have Hermes and you have OpenClaw. You've got Langchain, DeepAgent. You've got all these different ways to build your own AI."”

“"They said Harvey is going to eliminate all of the paralegal jobs and the number of lawyers will be reduced. Turns out paralegals are growing like crazy."”

“"The big idea of the company that was spot on is that it is possible to augment the CPU to solve problems that otherwise are too difficult to solve... it's not about building a great chip. It's about accelerating an algorithm domain."”

“The next was Nvidia CEO Jensen Huang telling Axios that 'open-source models that are excellent should be used,' which he followed by signing a public letter in support of open-weight models. Other signatories included Microsoft, Meta and Andreessen Horowitz — all of which likely see open-source as demand drivers.”

“Jensen made a Twitter account basically to publish this open letter... I think that speaks to the significance of where we are right now.”

“Jensen made a Twitter account basically to publish this open letter... I think that speaks to the significance of where we are right now.”

“Some of the companies hope that the government would be helpful in creating regulations to their advantage. Before you listen to all the rhetoric, before you listen to all the stories, before you manifest some kind of artificial intelligence future that is just not true — it's science fiction.”

“'There's no scenario where China runs US companies off the road.'”

“Nvidia CEO Jensen Huang told Axios that U.S. companies should be allowed to use Chinese AI models, rejecting Washington's security concerns and arguing that open models strengthen competition, security, and AI demand.”

“Jensen went on TV saying he was like, you're right. The training is going to become more efficient, but the inference is going to go up by 1 million percent or whatever, 1,000,000x. And people are like 1,000,000x. And he's like, 1,000,000x.”

“Nvidia CEO Jensen Huang says America has nothing to fear from China's open-source AI models — and everything to fear from banning them.”

“Nvidia CEO Jensen Huang defends Chinese AI companies and open AI models like Kimi in an upcoming Axios interview”

“The things that Jensen knows is he knows his customers. That's why NVIDIA does well beyond the fact that obviously they make a very complex technology.”

“Nvidia CEO Jensen Huang has described what Nvidia is building as 'token factories'... This is a framing that definitely made sense during the first paradigm of AI, the ChatGPT era, when tokens were delivered straight to the end user.”

“When they started to build a real software stack — this CUDA thing — it just kept getting a little bit better and a little bit better... all of a sudden the crazy Japanese HPC guys said, hey, we could take those graphics cards and start using them in HPC.”

“The $20B NVIDIA deal didn't emerge from a negotiation process. It emerged because the working prototype already existed. Ross had integrated GPUs and LPUs for 3–4 months before the call with Jensen Huang. The deal closed in three weeks because the engineering gave Huang nothing to doubt.”

“There is no circumstance at NVIDIA where Jensen has one-on-ones with people and tells them one thing. Private conversations produce different understandings of the same decision. Employees compare notes, and the gaps become conflict.”

“Nvidia has lost roughly $1 trillion in market value in less than two months, pushing its valuation to pre-AI-boom levels even as analysts keep raising profit estimates.”

“"Why has NVIDIA and Jensen downplayed their open source model until this moment? Because his top customers were very concerned about the fact that they had made so much progress on their open source model. But suddenly, after OpenAI announced their Jalapeño chips, after Anthropic started making chips, after AMD did successful projects with both of these companies, after Elon said he's going to do his own fab, NVIDIA is taking the gloves off."”

“Salesforce CEO Marc Benioff and Rwandan President Paul Kagame will co-chair the commission. Tech leaders include Amazon CEO Andy Jassy, Anthropic co-founder Jack Clark, Cohere co-founder Aidan Gomez, Microsoft president Brad Smith, and Nvidia founder and CEO Jensen Huang.”

“Jensen absolutely hates a world where all the hyperscalers have all the power. There's a reason he's blowing money on random AI labs... he wants to create a multipolar world. That's why he loves Chinese labs... A world where OpenAI and Anthropic and Google models are the only models is one in which he's screwed. A world in which the hyperscalers are the only ones building compute is one he's screwed.”

“Cost per token keeps falling while total AI spend keeps climbing, because cheaper inference pulls in demand that did not exist before. He started filing tokens under cost of goods sold, the same budget conversation as energy and payroll.”

“Nvidia and CEO Jensen Huang better recognized the moment and built the infrastructure and ecosystem around open-weight AI.”

“Sometimes I'll go to San Francisco in between and then I'm completely dead. And then you see videos of Jensen Huang. He's in San Francisco one day. He's in Taiwan the next. He's in China, he's in DC. He is all over the place.”

“I'd say put Jensen in that rank lately. It's just like, wow.”

“I brought in NVIDIA's Jensen Huang for a $5B investment (now worth $25B+)”

“I think Jensen is super impressive.”

“He focused on CUDA. He focused on NVLink. I want to be a platform company. And he did it.”

“"AI in the last several months became useful. That's the big idea."”

“Jensen is so truth seeking. It's insane... He wakes up every day and tells himself that he sucks... He tells everybody around him that they're 30 days away from going out of business.”

“A supercomputer that you would build would take normally three years to plan. Right. And then they deliver the equipment. And it takes one year to get it all working. We're talking about 19 days. N of one is right.”

“We manufacture, call it 8 million of them this year, but 72 of them go into a rack. That rack weighs two tons. It is $4 million, has one and a half million parts, and it's the most expensive piece of equipment in the world.”

“Went from a computer industry that was largely based on retrieval for 60 years. And all of a sudden, one day, it's completely generated in real time. We call it intelligence.”

“The solution — 72 chips ganged into a rack-scale computer (Grace Blackwell NVLink72) — was designed around the actual constraint (bandwidth), not the popular metric.”

“The IBM System/360 defined the computing model in 1964, and everything since…was built on that foundation.”

“John Hennessy at Stanford proved that a simpler instruction set co-designed with a compiler beats two separately optimized systems every time, because the whole outperforms the sum of the parts.”

“The AI is this multi-billion dollar system and it sends off an instruction to use a tool and that tool is gonna run on the CPU. Meanwhile, this GPU supercomputer, this multi-billion dollar system is waiting for this one CPU.”

“In the case of NVIDIA and co-design, we got 1,000,000x over 10 years. Somewhere between 100,000x and 1,000,000x. When you're talking about numbers that big, it really doesn't matter.”