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...

...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

And the likeliest explanation is things connected with the GDPR "right to be forgotten":

https://mashable.com/article/c...

Yeah, we were outdoor power centers and strip malls, the indoor guys had it a lot rougher as far as effectively retenanting their space, but again I really doubt they spent a nanosecond worrying about what the mall across town thought about them lowering the $/sq ft on their space if they could get a deal done to keep an anchor and keep the space alive.

I'm trading my time for money, WFH gives me the ultimate perk, 20% of my time spent for my employer back as the commute time is eliminated. All the free coffee and subsidized lunches they could offer are but a pittance in comparison.

That might be true in commercial real-estate but I can tell you from a decade of doing retail IT that it's got butkis to do with things in shopping centers, what other companies care about isn't even a whiff of a concern. They're focused on total profit for the portfolio and occupancy rates, you do whatever deals need to be done to keep the centers full even if you know that it's not going to be super advantageous at the end of the 10 year period because as long as you have the retailers coming to you for space you'll get them back when they need space to expand and the market is tight. Now for commercial this might be a fundamental shift in the market where occupancy is never going to rebound, but you take the one time hit to mark to market your portfolio and recapitalize to redevelop the property or sell it at firesale prices to the bottom feeders in the market. I mean if occupancy is that low you're probably going to get called on your loan covenants by the banks anyways at some point, so waiting for them to do it for you has to be worse than just biting the bullet and renting it out at whatever the true market value is.

180C is apparently the hottest we've managed to run a heat pump:
https://ammonia21.com/norwegia...
Not yet commercially viable and just demonstrated in a lab unit within the last few years, so probably 5 years from running a demo plant. Still, I can see running such a pump as the input to a thermal battery as being a great proof of concept use case, there's no critical load depending on the heat output being available 24x7 so any need to tinker, troubleshoot, or maintain the prototype can easily be accomplished.

The extra magnets align the charging coil and receiving coil to minimize power loss and heat generation, it's actually a useful feature that I wish had been in the original Qi standard.

Just like the original law called for micro-USB, if technology comes along and there's a new superior plug format that would make sense to use to supplant USB-C then there will be a new updated law passed. For the next decade or more I think USB-C will be fine for phones, 240W and 80Gbps is going to be enough for quite some time.

Look at productivity vs real wages and you'll realize that the "union nonsense" has been a long time coming. The top 1% have reaped almost all the gains for FAR too long and now that the baby boomers are retiring there's a labor squeeze and the working class realizes that there's a once in several generation chance to seize back some of the gains for themselves. I'm sure that will lead to some further automation, but that was going to happen anyways as the technology developed (ie I've never seen a management type say we shouldn't implement this automation because it might cause someone to lose their job, quite the opposite) so getting some wage concessions now while the capitalists don't have much choice is the obvious good move.

Two clients downloading from Steam will easily saturate 2Gbps, if you've got a backup client on a few machines you can also easily saturate your upload bandwidth doing your backups. I mean sure, if all you want to do is browse the web and watch videos (even 4k), then it's massive overkill, but there's plenty of existing use cases where it will be useful at least some of the time, and if more people had the bandwidth there'd be even more since information is like a gas that expands to fill whatever container is available.

Hmm, distributed cache with sub-ms latencies, I wonder if they borrowed any code from FSX for Lustre since that sounds a lot like Lustre to me =)

Holy crap, they implement a full machine stack into an image file and used that virtual machine to carry out an attack on the memory on the host machine, that is bloody brilliant, someone was paying attention in their assembler class =)

So Russian security service agents use it to provide funding to handlers in the west, still waiting for a positive use case.