since it's Azure, it'll be down half the time. ;-)

Do you really mean that if your git repo were corrupted, restoring a snapshot of the repo from backups wouldn't work? If that's true, then it sounds like your backup system is broken. The hashes after restoring ought to be identical to what they were before the backup.

If git used the files' iNode numbers for its hashes, then I could understand how a filesystem-based backup/restore might not really work; you'd have to backup at the block level instead. But git doesn't use the iNode numbers.

git isn't magical. It only knows files. It doesn't know if you moved the repo, copied the the repo, or restored the repo from a ten year old backup. I have moved git repos around plenty of times, `cp -a`ed directories with repos, tared and un-tared directories that contain repos, and the copies have always Just Worked without any hash mismatches.

mkdir ~/test. cd ~/test. git init, touch test.txt, git add test.txt and git commit. cp -a ~/test ~/test2. cd ~/test2 and check out the backup repo. The backup is valid. Then simulate a disaster with rm -rf ~/test. Then recover from the disaster with cp -a ~/test2 ~/test and you've just restored a repo from filesystem-level backup. The resulting repo works perfectly and its hashes aren't off. git has no idea you deleted and restored under its nose. Try it yourself.

What am I missing? I'm not surprised to be called idiotic, and the shoe often fits. But I'm surprised to be called that over this.

My router's hardware's parts were made in China. Its software was made as a worldwide effort but the team seems to be officially based in the Netherlands. And I'm not asking my government's permission for updating either one. Trumptards and their micromanaging far-left centralized-economic-planners can go fuck themselves. Keep your damn dirty ape hands off my computers, comrade.

Also, anything sounds big when you put it in gallons. Doesn't sound so big when you mention that's 92 acre feet, the amount used by less than 20 acres / 8 hectares of alfalfa per year. Or when you mention that a typical *closed loop* 1GW nuclear reactor uses 6-20 billion gallons of cooling water per year (once-through uses 200-500 billion gallons, though most of that is returned, whereas closed loop evaporates it)

I don't think it has anything to do with that. As soon as I saw the headline, my mind went "cohort study". And sure enough, yeah, it's a cohort study. Remember that big thing about how wine improves your health, and then it turned out to just be that people who drink wine tend to be wealthier and thus have better health outcomes? And also, the "sick quitter" effect, where people who are in worse health would tend to stop drinking, so you ended up with extra sick people in the non-wine group? Same sort of thing. This study says they're controlling for a wide range of factors, but I'd put money on it just being the same sort of spurious correlations.

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?...

"I just put my models on a usb drive then plug said drive into the printer."

You must have a lot of spare time on your hands.

"It works great locally" - Um, no it doesn't?

They've made a nice easy-to-use ecosystem. For $400 you can get a P1S that supports adding an AMS, auto bed leveling, enclosed-chamber printing, high precision, high print speeds, and 300/100C nozzle/plate temps, and has an easy cloud print service and a robust ecosystem of models you can just download and print with no extra config straight from the app.

But yeah, their behavior is increasingly entering bad-actor territory. I wonder how long it'll be before they lock entry-level printers into their branded filament?

Government data has been bullshit since well before the mid 1990s when Clinton rejiggered the employment rate calculation.

I enjoy that a number of people are discovering that the government is generally full of shit. Of course, they still think it's JUST THAT GUY"S SIDE but eventually they may figure it out.

No, he concluded that in 2024 when his not-democratically-selected candidate, a correctly-colored woman whose political career began with blowjobs to a very powerful West Coast mayor - a last minute "fuck you" by Mr Biden to the party that abandoned him - got whomped by an odious, blowhard NY property developer whose multi-year vilification 2016-2020 turned him from a publicity-seeking opportunitist into a hardened "opponent to everything leftist", made fantastically easier by the lefts own purity-spiral politics, driving even moderate leftists and EVERY SINGLE US DEMOGRAPHIC ASIDE FROM WHITE WOMEN to swing their votes rightward.

This just gives him a chance to complain about it again.

Good luck on the June launch, and best wishes for a successful mission!

No, it's more about how teams work. Teams have a scope. They don't typically go beyond that scope. So if my team owns the Foo and Bar modules, I work on those. But if there's little important work on Foo and Bar, but a lot of important work to be done on Baz, it's generally organizationally difficult for us to work on Baz. Typically we need to be lent out by our manager and seconded to the other team. Which can be a lot of red tape and politics.

Now if you're imagining some alternate world where programmers an be moved at will- then we're already one big team instead of multiple small teams.

And no, a smaller team doesn't win every time. If it did, then then smallest team possible is teams of 1 and we'd all do that. There are sweet spots, which depend on the organization, the work to be done, and the importance of that work. For some that's bigger, for some smaller. I've definitely worked on teams that were both too small for the work, and that were too big.

They can, under some circumstances. If the scope of what they work on is too small to fill the team's feature set. Or if the work they would be doing is significantly less important than other work to be done, having them in one large team makes it easier to move to more important work and can get critical features built faster. In that case it may not be overall more work done, but it may move the important stuff quicker. If larger teams weren't useful on some level, we wouldn't have teams at all- we'd all be individuals.

They're one of the 4 biggest stock brokers in the US. If you aren't trolling, you're showing yourself to be really ignorant.