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...

To me the hoops that smoothbrains will jump through to avoid IPv6 and stay on legacy IPv4, especially when hosting, is pathetic. NAT, port forwarding, tunnels, blah blah blah blah.

I have something like ~1.2 trillion times the number of routable addresses that the entire IPv4 space has. Not all are reachable, of course, just the services that need incoming access and they're each on their own isolated DMZ.

Forgot to add: if you enable IPv6, be sure to use the browser extension IPvFoo. It shows a small 4 or 6 in your URI bar to let you know what protocol you're connecting to. Once enabled, you'll see just how much stuff out there actually is IPv6.

Started the move about 18 months ago when I decided to get off my lazy ass. My ISP gives out a /56 prefix, so that lets me run 256 /64 subnets/VLANs in the house, currently there are ~10 in use. Everything get a GUA through SLAAC and I use RAs (Router Advertisements) to give ULAs to everything. Any external facing services get their own VLAN and /64 for the system(s) as needed. Firewall blocks all incoming as they usually do by default and I punch a hole for the external-facing systems. They can't reach back into the network, they only answer the phone. All the systems update DNS dynamically if the prefix or full address ever change.

I have an SSH bastion set up. In all this time there has not been a single SSH attempt from the internet. On IPv4 it was constant background noice.
For those legacy IPv4-only systems on the internet, I set up NAT64. I have an IoT VLAN and IoT 2.4 GHz wireless network that are only IPv4 because a lot of IoT network stacks are junk.

I'm still farting around with it, but man oh man, there's no way I'd go back to IPv4. It was one of the best moves I've done in ages.

Itâ(TM)s not a âoefreeâ country though. There are limits on everything. One person owns a thing and you canâ(TM)t touch it without permission.

We might have a lot of choices, within a confined area like what shampoo to buy from three different holding companies that might mean itâ(TM)s actually two. But we canâ(TM)t just take that shampoo without buying it.

We also have a duty to society; or we can watch it fall apart, which is what we are doing.

The prediction market is gambling, and thereâ(TM)s no protection at all against rigging. For instance; someone bet a good deal of money that Trump would bless Allah on Easter Sunday. What are the chances they had access to the script going to the teleprompter? Weâ(TM)ve actually had military strikes and peace deals predicted.

Somehow, they made something worse than gambling in a casino and gladiators spectacles and we can bet on life and death now.

And itâ(TM)s like decriminalizing dangerous drugs. It can make things better but only if itâ(TM)s not commercialized and easily accessible. If there are support systems to help with addiction. If there is opportunity for people to live happy lives.

When there is no hope, addiction gets worse. And thereâ(TM)s nothing better to improve profits and numbers of butts in pews than a crumbling hopeless society.

We can incrementally improve but easy access online gambling that favors inside information is the wrong direction. Iâ(TM)d rather trade this freedom for free college education.

Being able to create a run time app in another app is a huge security hole.

I remember back in the day when Flash was not designed for object oriented coding I could interpret text as code objects. So basically, I could do anything. And due to the nature of browsers at the time, I had to learn to check for a variable in a browser window to make sure I wasnâ(TM)t running code after a window was closed. Meaning; I had access to every window of a browser until the app itself was exited.

I did not abuse my power but i could have done a lot of abuse.

I expect targeted surge pricing. Like plane tickets will go up in price if they know you searched before, or if you mentioned a wedding or if someone close to you is also buying a ticket.

And the it might get so random as to base prices on willingness to pay. Already this is happening with delivery services and taxis.

And then it might be; late at night, last store open and they can raise the price of baby formula because they know you are out.

And then it might be that you said something in social media that suggested we raise taxes on the wealthy. So you end up paying more at the grocery store.

Once an AI agent can be assigned to track and connect each customer to a profile, the profit potentials are endless.

Itâ(TM)s like buy one get the second half price at CVS. And the half off price is higher than any sane store.

Are you really this naive?

It makes sense for you realize the Epstein Class is afraid of anyone who is not them having privacy or rights. They donâ(TM)t want to depend upon us participating because itâ(TM)s on our best interests, they want us complying because we have no choice.

I'm not seeing a paywall on the site. uBlock Origin must be doing something.

The UHF app on our Apple TVs & iOS devices and the UHF Server in Docker to act as a PVR gives us everything for a few $ a month paid in crypto.
We haven't had cable since ~1999-2000. Downloading and the *arrs have kept us happy, but the better half wanted to check out some live sports. So IPTV it was.

One of our guys said something to the effect of "Copilot is Corporate Chat. It knows all the useless filler of management-speak, but lacks the competence of the people in the trenches.

Ouch.

I've used Claude at home for ages. Work was wanting to get some AI stuff for us and the only 'blessed' one is CoPilot. Everything else it blocked. All senior management seems to know about AI is "Hurrr... Copilot and ChatGPT."

Out team of ~8 (pentestesting & VA) were unanimous about Copilot being crap and Claude being the top dog. So some higher ups OK'd a Claude Teams package for work. To bypass the CorpSec tards, we use it from our lab environment that has its own unmonitored link and IP range.

Anthropic/Claude is just so far ahead of OpenAI/ChatGPT and MS/Copilot it's not funny.