In New Hampshire people have, in RADAR cases, been able to subpoena the operators, the calibrators, the calibration certificates, and the source code, on these bases.

The judge allows it, the prosecution drops the case.

One strategy is to demand a trial on every small fine to tilt the economics in favor of liberty.

Follow the money.

This stinks of sabotage inflicted by unethically motivated actors.

Presuming they're not just incredible fools, which we ought not assume.

The smallest (and only) open weight model that gets Opus or Sonnet level coding performance is MiniMax M2.5, and you need about 512GB of VRAM for that model (with enough room for input tokens). At 128GB you are looking at Opus 4.0 / Haiku 4.5 level models like Qwen 3.5 122B-A1 at Q4 or Qwen3-Coder-Next 80B-A3B at Q8.

I think it's likely we will have small language models that specifically target coding that are at Opus 4.6 quality on 128-256GB of VRAM in the next couple years, I don't think we are there yet.

Nah, AWS provides logistics to military and intelligence and has for quite a while.

It's tough to argue, "these aren't military targets, we just rent the equipment and provide services to the military for hundreds of billions of dollars."

Which is probably what people will argue.

Analogies with the human brain don't work that well. In our case, every time we remember we rewrite that memory, altering it from slightly, to a lot, to completely. AI systems' baseline memory is read-only; it doesn't change during reuse, so it can be equated more with the way saving a PNG into a JPEG is still a direct derivative copy of the PNG content, no matter whether one cranks the compression up so the resulting image becomes way blurrier than the original. Being blurry doesn't make it not a copy. And, in being a copy, legal copying rights apply.

Now, if AI memory startes changing globally every single time it receives a request from any source, no matter how many sessions or API calls are happening, so that any new subsequent call is dealing with that altered memory and in turn altering it, so that its entire memory space is in constant flux, and there's no snapshotting to roll its state back to previous configurations, so they don't act as mere static lossy compressors, then it becomes an analog of a human brain with human-like memory, at which point accusing it of simply making derivative copies cannot be done anymore without also accusing humans.

The problem with that, evidently, is that when they start working like that, since they're functioning exactly as real persons do, they too become persons, with legitimate claim to personhood and to personal rights. Which is a legal can of worms no one wants to deal with.

Do they only have to state a reason or does somebody have to adjudicate whether that reason is validly "justified"? We have a Public Utilities Commission here that pretends to do such things.

Or is this one of these, "you can't know, so try it and a judge will tell you what the law was" sort of things?

Maybe somebody who understands Italian jurisprudence can clarify their theory of law.

Agreed.

Also Major Tom shouldn't try to fix anything on a spacecraft if it's somebody else's job.

I don't want to say I heard Mission Control on NASA TV reading down a procedure to tell an ISS commander how to tie his shoes but it felt like that.

Velcro, I guess.

Most helpful comment of the week.

Much kudos.

Yes, and they didn't notice that the lab tests were all done with plastic gloves.

I don't know, I went back to CPAN after I came to understand the socioeconomic and cultural ramifications of mandatory white space.

Papers, please?

"They yearn for the greenscreens."

VPN usage can be detected via deep packet inspection, as China shows. In China, the government is aware of all VPN usage and lets it slip, or blocks it, as they see fit. In Xinjiang they even went after VPN users to demand look into their mobile devices to check whether they had forbidden content there, not due to need but as an intimidation tactic, an explicit "we know who you are, and where to find you" warning to all inhabitants so they wouldn't feel empowered by the mere fact the government is allowing them to use VPNs.

The UK and other countries are looking into regulating VPNs by demanding that VPN providers also age-verify users. Those who don't will be formally fined, as the UK is trying to fine 4chan despite being unable to collect, and blocked, which is feasible. Evidently, VPN developers keep improving their protocols to make them more and more indistinguishable, but DPI also improves in return. It'll be a cat-and-mouse game as the one I described in my answer to the other reply, until using an unlicensed VPN provider becomes so aggravating that most will give up.

And, important tidbit, China resells its Great Firewall tech to any country interested. Right now, only dictatorships and illiberal democracies buy it, but if VPN tech improves faster than national age-verification legal bodies can keep up with via their own locally developed DPI solutions, they too may start purchasing it.

What I think is happening is that governments all around the world are seeing Big Wars brewing on the horizon, and preparing by having extensive media control mechanisms in place for when those turn into reality.

See, one thing a country must do to have a chance of winning a war, or at least not losing it badly, is to have a population strongly aligned with the war effort. That alignment, in turn, needs the population to be fed, and to believe in, all the propaganda the government puts out about how the war is going. Conversely, the enemy country tries to undermine that with counter-propaganda to reduce the other side's morale.

Back when a small group of media companies produced information, it was easy to control the flow of information for propaganda purposes. With the Internet that doesn't work, both propaganda, counter-propaganda, and opinions that are neither and go against both, flow in all directions. That's great when things are peaceful, and everyone is just having fun, doing business with everyone else, and arguing about minor grievances, or even major ones but that don't lead to existential risks. But it's very, very bad when you need to win serious wars.

So my take is that everyone but the kitchen sink is using age verification to install the infrastructure needed for full-on control of information flow, using youth outrage to learn the bypass mechanisms the most engaged will find and use, and then closing those loopholes one by one, until only a tiny minority is able to do so. Then, if (when) the wars come, a flip of the switch will enable similar strict limits on everyone. And propaganda can then work as expected.

If that's the case, we'll see governments doubling and tripling down on it, no matter the costs to corporations. These will either adapt or adapt. Those who refuse, too bad for them, and for us who'd prefer otherwise.

The main ways age verification is being done are by following instructions while a video of one's face is recorded, by submitting a photo of a legally valid State or National ID the system knows how to process, or by submitting valid credit card data. A bot can do those, and it's relatively cheap for one-off cases, but it gets very expensive for any kind of mass use:

* Listening to instructions and generating a real-time video of an adult face that follows them requires a lot of processing power.
* An ID can usually be submitted only once per site, so one needs to purchase lots of valid IDs in the black market to generate fake ID photos, IDs that other people are also purchasing to do the same.
* And getting lots of valid credit data also requires purchasing it from black markets.

None of this is impossible to overcome for bot farms, but it increases their costs significantly, so they become less massive and thus less of a nuisance, especially for big sites that can afford layers upon layers of anti-fraud mechanisms for each of those methods. Also, using those methods would cause many such operations to move from being simple ToS violators into becoming full-on criminals, something that might discourage local bot operators who only want to spread spam, but don't want to become targets of the FBI or its international counterparts.

Do you know how US healthcare costs at least ten times more than in other countries?

Eliminate from "the system" all the middlemen, all the shenanigans, all the MBA'ing, and all the lobbied-for anti-healthcare laws, and you'll have a lot with which to train (for free) and hire (with excellent wages) more doctors.

Yes.

Next question?