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...

But probably not all that great for long hauling. Though I believe there is an easy solution. A small second trailer shaped like a cone for aerodynamics that is full of battery and is connected by cable to the semi. Then for long hauling you simply stop off at a depot and drop off the batter trailer and hook up a charged one.

This is the first step toward adjustable prices. Weather is hot, all cold beverages are 25 cents more. Snowstorm en route, snow shovels are now $40.00 instead of $25.00. It is price on demand.

Because our executives are too dumb to come up with a new idea for you to work on.

Executives should be prevented from receiving bonuses any year in which there are mass layoffs.

Then they leave only violence as a recourse. There needs to be a legal recourse. Otherwise, those who suffer the consequences (e.g. black lung, asbestos, who knows what from the thousands of pesticides, etc). Then victims with no legal recourse will be left to resort to illegal recourse and violence.

I think the only Premium TVs left are the business TVs that give you meaningful mechanisms to not have intrusive "Smart" features.

Is there a meaningful difference between a Sony TV that harvests data and won't let you opt-out of "smart" features, and a Wal-mart TV that harvests data and won't let you opt-out of "smart" features?

I guess I am blessed to not be an audiophile and not have flawless supervision :)

FWIW, I have:
- a 20 yo 720p dumb 42" plasma
- a 20 yo 1080P dumb 50" plasma
- a 1yo 4k Samsung 65" TheFrame TV

That last one was a splurge I wanted because the "Art Mode" is just too beautiful, and at the time, Samsung really had the only coherent offering. (I guess there are now "off brand" ArtTV attempts from HiSense and others.. i have no experience with them.)

On the ArtTV, we watch youtube or DVDs or XBox on it a little of the time, and all that stuff looks fine to me on the 65" Samsung. But the TV is otherwise displaying pretty artwork almost all of the time, and whatever Samsung has done with the screen, dimming control, bezel, etc, really does work and really is lovely. And you don't need a service or an app to get the experience - just stick a USB full of public domain masterpieces into the TV.

Even so, the Samsung ecosystem is pretty annoying. I can have it show my images in ArtMode, but i cannot have the "real" experience you'd get with a subscription - with Art XML metadata and stuff (artist, date, etc). We don't always remember what a piece is or who painted it when it comes up..

Anyway, AFAIK, the only way to get TVs that aren't enshittified spyware is a business SKU, right?

In my house, we use Steam to play "windows-only" games on:
- Devuan with XFCE
- Devuan with Cinnamon
- Arch with hyprland
- bone stock Ubuntu 24
- ubuntu 25 laptop w/ second GPU

From my POV, there's not much need to port games to Linux. With the heroic efforts of Valve, most Windows games now just work. Win32, DX, D3D, and whatever else windows game devs have been using seems to have become the defacto reference gaming API on Linux.

Steam makes it work on every linux distro we've tried.

In writing this, it occurs to me: The F/OSS ecosystem does a very good job of re-implementing someone else's API/products (WINE, Proton, LibreOffice, etc)

The F/OSS ecosystem does a comparatively poor job at independently developing its own technology and then standardizing/universalizing those choices. E.g. the transition from X11 to Wayland; the systemd "situation(s)", desktop environments... gui greeters, audio muxers...

I think Valve has done the right thing. They made existing games work on Steam; they made Steam work on most linux distros.

Making everyone use a reference linux platform seems to be a total non-starter.

We already have a reference gaming platform: Windows 7 thru 10. And what we learned in 2025 is that Steam on nearly _any_ Linux often implements that windows reference gaming platform better than Windows 11 does.

The Western Digital color branding was nice. This gets rid of the simple color performance labeling.

=(

Hamming distance is the term you're looking for.

I was going to post a very similar comment: these people are not coders but they are project managers, and they are "employing" AI as their coding employees.

The thing is - there's "nobody" to take credit for the work, so the manager gets credit for something they didn't do. So it's definitely a skill and is work, but it isn't "coding" at all.

It's an interesting world - the AI is an extremely inexpensive employee and has enough skill to displace increasingly higher-skill tiers of actual software engineering and programming.

If I was running these hackathons, I would disallow AI or I would allow people to hire "code-as-a-service" people. Those seem functionally equivalent activities, just with AI being vastly easier to manage the logistics and you don't have to pay employment taxes or benefits to the AI.

It's no wonder there is so much tension about the many uses of AI - instead of hiring people to do work, it's another instance of paying to use a machine to do work at a price point lower than paying people.

The important distinction though is if this was a "preventable" failure that is due to something the engineering community already knows but was just omitted or done carelessly, or if the failure was indeed due to some new physics or unique application.

But just saying "hey we learned that this didn't work" is only useful if you learned a new thing that didn't work - if instead you had a structural failure because you didn't employ known best practices... that's wasteful.

I don't think we know enough at this point to know which case of learning this is. Hopefully it is truly new learning and not just "oh whoops we forgot to inspect those welds."

The unfortunate aspect of that philosophy is that our society now confuses "don't censor political speech I don't like" with "don't censor falsehoods which are tied to politically-charged topics."

We should absolutely encourage discussions about things we may not agree on - but we should also not give audience to things which are demonstrably incorrect.