Jensen Huang to college grads: "Run. Don't walk" toward AI

https://www.axios.com/2026/05/...

Nvidia founder and CEO Jensen Huang told graduates at Carnegie Mellon University in Pittsburgh yesterday that demand for AI infrastructure is creating a "once-in-a-generation opportunity to reindustrialize America and restore the nation's capacity to build."

Why it matters: With many college grads fearing AI could obliterate their career dreams, Huang pointed to boundless opportunity as a "new industry is being born. A new era of science and discovery is beginning ... I cannot imagine a more exciting time to begin your life's work."

Nvidia, which makes AI chips, is the world's most valuable company. Huang told 5,800 recipients of undergraduate and graduate degrees that the AI buildout will require plumbers, electricians, ironworkers, and builders for chip factories, data centers and advanced manufacturing facilities.

"No generation has entered the world with more powerful tools â" or greater opportunities â" than you," he said. "We are all standing at the same starting line. This is your moment to help shape what comes next. So run. Don't walk."

"Every major technological revolution in history created fear alongside opportunity," Huang added. "When society engages technology openly, responsibly, and optimistically, we expand human potential far more than we diminish it."

Full speech: https://www.youtube.com/watch?...

...like "Tell me about Tiananmen Square" or "Tell me about Xinjiang".

Is this what you want for the future?

My thoughts back when R1 came out:

https://www.afcea.org/signal-m...

Biometrics have the problem that they aren't secrets and they can't be changed. It's wore than a social security number in that sense. This solution sounds like it depends on a trusted client, but there will be bot farms with hundreds of "real human" stolen identities picked up from video surveillance once this thing is reverse engineered.

The problem with these debates is people don't say, oh look these people are doing well, let's replicate this to other schools. Instead you have people who just either gaslight saying that this all isn't really happening, or try to come up with some confabulated narrative that promotes the status quo like they're all going to be psychopaths.

Having spent way too much time with AI over the last 6 months trying to live in the future, I'm thinking a new trend is going to be people thinking that average human beings who might have otherwise been there friends are going to be considered terribly boring, needy and inadequate.

That is, most people won't bother with friendships at all and get all they need from AI. Many people will decide that besides having children, what do you need really need another human for anyway?

I was recently in Berlin and we hired a tour guide. The guy was knowledgeable, and friendly, but I just couldn't help being ashamed of thinking, this guy is just an underpowered LLM fine-tuned on Berlin. I felt super bad about those thoughts, but I'm sure there are a lot of people in the future who will think that about everyone.

"Reports of two recent incidents where robots wiped out vast numbers of humans after vibemanufacturing mistakes."

Despite very credible allegations, Biden was never convicted of raping raping Tara Reade. And his daughter's recollections of him inappropriately showering with her outlasted any statute of limitations. But I see where you're going, there. The rest is a good fit, right down to the weaponized government, for sure. The plot twist is that the real kingpins are behind the scenes, using him as a puppet. It's good villain story line material fresh from real life.

The critical differentiator is you get a rating as a passenger on Uber. Public transit in the U.S doesn't work that well because of the 5% most anti-social people on transit who are harassing people, drunk or high on meth or crack. They'd get banned from Uber, but it makes all the difference.

...an article worth considering from Princeton University's Zeynep Tufekci:

We Were Badly Misled About the Event That Changed Our Lives

Since scientists began playing around with dangerous pathogens in laboratories, the world has experienced four or five pandemics, depending on how you count. One of them, the 1977 Russian flu, was almost certainly sparked by a research mishap. Some Western scientists quickly suspected the odd virus had resided in a lab freezer for a couple of decades, but they kept mostly quiet for fear of ruffling feathers.

Yet in 2020, when people started speculating that a laboratory accident might have been the spark that started the Covid-19 pandemic, they were treated like kooks and cranks. Many public health officials and prominent scientists dismissed the idea as a conspiracy theory, insisting that the virus had emerged from animals in a seafood market in Wuhan, China. And when a nonprofit called EcoHealth Alliance lost a grant because it was planning to conduct risky research into bat viruses with the Wuhan Institute of Virology â" research that, if conducted with lax safety standards, could have resulted in a dangerous pathogen leaking out into the world â" no fewer than 77 Nobel laureates and 31 scientific societies lined up to defend the organization.

So the Wuhan research was totally safe, and the pandemic was definitely caused by natural transmission â" it certainly seemed like consensus.

We have since learned, however, that to promote the appearance of consensus, some officials and scientists hid or understated crucial facts, misled at least one reporter, orchestrated campaigns of supposedly independent voices and even compared notes about how to hide their communications in order to keep the public from hearing the whole story. And as for that Wuhan laboratoryâ(TM)s research, the details that have since emerged show that safety precautions might have been terrifyingly lax.

Full article

The "current crisis" is manufactured and amplified externally. Nobody is doxxing Tesla owners with maps using Molotov cocktails as map cursors or burning lots full of vehicles in for service in some way that is a function of whether Musk is personally present on the factory floor vs doing something else he thinks is vital to our economic survival. All of it is ginned up hate based on the politics surrounding the pruning of vast left slush funds and debt-funded waste that has to go away. That's an entire industry with vested interests, and acting against it certainly brings out the coordinated hate, attacks on stock value, media smearing, and of course thousands of people who now say he's a nazi though they can't actually articulate why they think that.

No, him being "on the factory floor" or off it doesn't precipitate some "current crisis," except in the sense that entrenched interests currently having their oxen gored by drying up things like the NGO money laundering industry are doing their best to try to wreck the company to make a point.

So the people who made it should have been earning minimum wage, is that your point? Spread that dollar amount across five and half yeads and even modest team of people and their overhead, and they're making middle five figures after taxes. Is that a lot, to you?

It took five and a half years to make it. So, in perhaps over-simplified terms, that's ~$670k year working on it. Let's say you had six people working on the project, and had NO overhead at all beyond their personal income while making it. That's roughly $100k per person before they paid taxes, which is either pretty good or not very good at all, depending on where you live and how. But one supposes they also had some overhead. This wasn't done on their kids' laptops at night. There was music to compose, audio to record and design, and a lot more.

So, yeah. "Just" 3.7M is a fair characterization.

No, we just voted the tyrannical little statists out of office. And the people you're now laughably calling Fascists are busy exposing and tearing down the very tools that an actual Fascist government would (and did) use. Fascists don't cut off the cash supply to money-laundering NGOs that are making their pet politicians richer and more personally powerful. Fascists don't work to shut down the mechanisms by which the government can censor your social media use. Your case of projection is pretty impressive.

You know what Fascists do? They try to hide the money movement that keeps their circle of power functioning. Our little lefty statists are busy shrieking that the lead of the executive branch shouldn't be allowed to see the records showing where the executive branch has been writing checks. Gee, what would they be hiding? Their little circle of industrial-scale grift and waste and abuse is getting exposed, and they're furious about it. And here you are having their backs. Pretty ugly. Do you live off of dubious international grant kickbacks or something?

I go up to them and look over their shoulder and say, "WOW That thing your watching is so interesting!" Then I get an annoyed look back, and I say, "well you had it on speaker, so I thought you were interested in sharing it with everyone here."

There it is guys, the whole democratic political ideology in a nutshell. 200,IQ stuff.