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> If one removed the country names and just looked at where investment (focus, planning, and money) was, we would see two greatly different pictures.

> ...

> The difference in these approaches will be obvious in a decade, and in two decades one of the two countries will be just another chapter in a book about the rise and fall of empires.

The interesting question is: why. I'd say the US ultimately will be judged to be another victim of the "shock doctrine" (in its case, the China Shock). In other words (at least in a democracy): letting the economists and libertarians run wild with the economy will create a backlash that will ultimately weaken it.

The supposedly smart people in charge needed to pay less attention to their pet theories, and way more attention to the common people. They didn't, and this is the result.


> "… by making them necessary entry points! Muahahaha!"

Starting with Windows 11 26H2, the Start Menu will be removed and replaced with Copilot. In order to use a locally hosted app, an externally hosted LLM will need to be instructed to launch it. The reliability is phenomenal: our testing has shown it can launch the right app with 95% accuracy.


Users will also need to drink a Monster™ verification can every time they launch the start menu if they do not have a Premium AI PRO Ultra MAX account. Users may chose to skip verification process if they agree to the new EULA where it is stipulated that they must meet a weekly quota of Big Macs™ stamps. Failing that your Copilot™ Account will enter lock-down mode where a full document, body and facial scan must be "performed" to recover it.

> It also doesn't seem like it should be a crime to disagree with your state on who deserves what service...

Seems like that's a pretty obvious and straightforward power for a state to have. The state has to make foreign and domestic policy decisions, and to be effective that would have to include trade restrictions. Otherwise you could have situations like businessmen profiting by selling weapons to the enemy to kill his own countrymen--and there are sociopaths who'd do that.

> i never voted for the dingbats who control who is called a terrorist, let alone the people scared of china.

So what?


> Otherwise you could have situations like businessmen profiting by selling weapons to the enemy to kill his own countrymen

We do this already, though—we sell weapons to israel to kill americans living in palestine—Israel has certainly killed many more americans than Iran ever has. And yet, the sanctions are applied as if the situations were the opposite. Make it make sense!

This entire line of thinking just seems like delusion to comfort yourself for having to live under a shitty state.


> you need enormous VRAM laden farms of GPUs to do inference on a model like Opus 4.6.

It's probably a trade secret, but what's the actual per-user resource requirement to run the model?


> If you don't want your lunch eaten by a private equity firm, make sure whatever tool you use is GPL licensed.

1. For the record: the GPL is entirely dependent on copyright.

2. If AI "clean-room" re-implementations are allow to bypass copyright/licenses, the GPL won't protect you.


"Clean room" is doing a lot of heavy lifting. Having the entire corpus of knowledge for humanity and how LLMs work, how can you honestly argue in court that this is purely clean room implementation?

This is right up there with Meta lawyers claiming that when they torrent it's totally legal but when a single person torrents it's copyright infringement.


Far too many people treat AI as a way to launder copyright, it seems likely that a lot of the current state of outright plagiarism won't stand up in court

These cases will be settled out of court long before they ever reach a jury. Anthropic has agreed to pay $1.5bn in a class action suit [0]. Others will follow.

[0] https://legalblogs.wolterskluwer.com/copyright-blog/the-bart...


No IP will stand up to AI, from Star Wars to Linear. Things are about to change.

> If AI "clean-room" re-implementations are allow to bypass copyright/licenses, the GPL won't protect you.

Isn't that the same for the obligations under BSD/MIT/Apache? The problem they're trying to address is a different one from the problem of AI copyright washing. It's fair to avoid introducing additional problems while debunking another point.


Maybe I'm reading wrong here, but what's the implication of the clean room re-implementations? Someone else is cloning with a changed license, but if I'm still on the GPL licensed tool, how am I "not protected"?

1. Company A develops Project One as GPLv3

2. BigCo bus Company A

3a. usually here BigCo should continue to develop Project One as GPLv3, or stop working on it and the community would fork and it and continue working on it as GPLv3

3b. BigCo does a "clean-room" reimplementation of Project One and releases it under proprietary licence. Community can still fork the older version and work on it, but BigCo can continue to develop and sell their "original" version.


As a real world example, Redis was both Company A and BigCo. Project One is now ValKey.

2. BigCo owns ProjectOne now 3a. Bigco is now free to release version N+1 as closed source only. 3b. Community can still fork the older version and work on it, but BigCo can continue to develop and sell their original version.

There's basically no different between GPL and BSD in that case.

If clean-room re-implementations are allowed to bypass copyright/licenses (software) copyright is dead in general?

well no, (clean room )reimplementations of APIs have done since time immemorial. copyright applies to the work itself. if you implement the functionality of X, software copyright protects both!

patents protect ideas, copyright protects artistic expressions of ideas


The problem is that, is it clean room if you read all of the code in advance?

> By the time we're maxing out the 64-bit underlying representation we probably won't be using Ethernet any more.

We will be using Ethernet until the heat death of the universe, if we survive that long.


> What consumer benefits is ai driving?

The intrinsic satisfaction of increasing the wealth of shareholders. We should all be happy to devote ourselves to getting them more, nothing is more important than that.


Of all the possible criticisms that's the one you chose? If that's the worst of the problems you can see, why don't you buy some stock and became the shareholder. Per your own words, you will get more.

> Of all the possible criticisms that's the one you chose? If that's the worst of the problems you can see

The point is there is little benefit to these technologies to the consumer, especially in relation to likely harm in other areas (you lost your customer service job, but AI overview will answer your trivia question with slightly less effort). Note: little does not mean none.

So the farce is they benefit by religiously worshiping capitalist shareholders.

> why don't you buy some stock and became the shareholder. Per your own words, you will get more.

LOL. Don't you get it? The kind of smallholdings of shares available to regular people won't provide the kind of returns to mitigate any of these harms. They work as a ploy to trick dumb-ass workers into identifying with capitalist tycoons (e.g. opposing pro-worker things that'd get you a dollar more an hour in wages to get a penny more a quarter in dividends, it works because most don't do the math).


Yes, yes, workers of the world unite. It worked so great the last few times it was tried. You are very smart.

> Yes, yes, workers of the world unite. It worked so great the last few times it was tried. You are very smart.

No, I guess I wasn't smart enough to realize there are only two options: the present day status quo or Soviet central planning. Nothing else is possible.

Nothing.

Enjoy your pennies.


> Yeah, neither article nor the video itself talks about "accuracy" AFAIK, which seems like a kind of important thing in this whole concept, otherwise it's just a "horizontal rocket launcher" which is cool I guess, but not so close to a MANPAD.

Yeah, it seems to be trying to hew too closely to the conventions of existing missiles.

A way more practical home-made "MANPAD" would probably be more like these Ukrainian drone interceptors: https://www.aljazeera.com/news/2026/3/10/what-are-the-ukrain.... 200 mph and 3 mile range is not bad, and definitely better than whatever the OP is.


> At midnight UTC, the entire current month is refetched from the source as a single authoritative Parquet file, and today's individual 5-minute blocks are removed from the today/ directory.

Wouldn't that lose deleted/moderated comments?


I guess that's the point.

Can't someone create an automatic script which can just copy the files say 5 minutes before midnight UTC?

News article comments are funny. I think some people are just angry about politics and feel the need to vent it all the time. I actually read the NYT comments occasionally, and it's the liberal version what you posted. Some people have the amazing ability to bend any topic into a long complaint about Trump. They're almost like that version of Claude that couldn't stop talking about the Golden Gate Bridge.

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