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> 100% rely on

that's the mobster-loyalty mentality, and it's not how successful (read: desirable for the most people) governments function


Every government on Earth has legislation that allows it to force companies (and citizens) to do its bidding under certain circumstances. That’s pretty much the definition of a government.

The point is this not being the first tool in the toolbox. Other competitors have shown they are more than willing to build weapons of death (OpenAI) so as the government you put them as the preferred contractor.

What the orange turd is going is rather petty bullshit in a market where many options exist.


Then the government should have invoked that legislation.

The DoD is empowered to determine its own supply chain risks by...wait for it...legislation.

They don't need to - there are alternatives, and do you really want to do business with a supplier that is hostile to your needs unless you have to?

That’s exactly what happened here, and the judiciary just confirmed that it was indeed done in accordance with the law.

yes, but anthropic really is an exception.

it is a bizarre company which also inherits the authoritarian infrastructure of cloud services.

that is: remote control of the software, spying on customers, etc.


remote control of the software, spying on customers, etc.

The military ran Anthropic models on their own infrastructure; Anthropic had no access to it. "They might disable Claude in the middle of an emergency" was never a possibility.


DOD used claude via palantir. palantir runs on AWS, supposedly DOD IL6.

anthropic did a prigozhin, got cocky and went behind the DOD's back to palantir and asked them questions about the use of claude.

a big tyrant does not like to be usurped or undermined by a little tyrant.

after pissing off the DOD by trying to get palantir to rat out classified deployments, dario went to the pentagon and behaved like himself in front of pete hegseth. anthropic was not going to come back from that.

fable is on AWS govcloud. but anthropic get the chat logs. specifically section F: [https://www.anthropic.com/legal/service-specific-terms]. this is an anthropic requirement.

notably, fable is not on IL5 or above. the best you can get is palantir AIP opus 5 in AWS IL5. i suspect, because of anthropic demanding that AWS rat out its customers.


I'm guessing the more integration tables they consume, the better they become at integration.

I also guess that they're targeting languages that aren't tier one for them yet. Like, Japanese is probably a relatively small corpus for them.


> Its already been shown synthetic training data is just as good if not better.

Source, please! I'm a machine learning layperson but how can this not be overfitting?


https://arxiv.org/html/2609.26457v1

> AIDE demonstrates that recursive self-improvement at the harness layer can produce transferable gains in an AI research agent’s research efficiency. During the recursive self-improvement run, the loop accepted seven rewrites, each under a fixed evaluation budget (section 3.2). Under this fixed evaluation budget, gains in optimization capability on AI R&D tasks translate to gains in research efficiency."

https://arxiv.org/abs/2609.11873

> The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement


For example, an LLM can prove a new theorem in math, verify it in Lean (so it is definitely true), and then prove more things based on that.

AI-generated data might not always be that useful, but at least in this case it obviously is.


You can't really replace the smartest individuals because if you take a person who's not "smart" they can't do much with the AI.

I think the more accurate description of what's happening is that access to expertise is becoming commodified.


I think that's right. Expert experience used to be almost the most precious and valuable part of the computer field, but today that experience has been "distilled" into SOTA models.

What's the connection between this message and 2005? It was published then?

I cannot find a strong source to prove this, but it seems to have been published on this website in 2005.

> Ebook sales are at least 20% of book sales.

~so then how does one even understand this post? you have a person who appears to have done some sort of expert-level thing; however, their approach doesn't even make sense...?~

edit: GPU discussed here https://cognition.com/blog/factoring-rsa-260


I imagine you can perform operations on query plans to transform them and determine equivalence?

I feel like this is always the best design whenever possible.

> The reason for existence of uutils is ideological, not technical.

which ideology? Are people saying that there's an ideology of pushing rust for things without concern for quality? Sincere question, because I'm seeing that on this thread and I wasn't aware that that was a thing beyond the "re-write it in Rust" meme.


> Are people saying that there's an ideology of pushing rust for things without concern for quality?

Yes, there is. There are people who genuinely think quality does not matter as log as it is written in Rust as Rust is memory safe.


> There are people who genuinely think quality does not matter as log as it is written in Rust as Rust is memory safe.

Is this hyperbolic? Such people are in leadership places?


The original authors of uutils do not particularly care about licensing, and the Rust ecosystem defaults to MIT/Apache2. So they chose that.

Many people have decided that this decision supposedly specifically about licensing ideology.

You can make up your mind about which of the two you believe.

See also, for Ubuntu's take on this: https://news.ycombinator.com/item?id=49707948


As I have told the authors privately, I find it quite difficult to take their claim that they "don't care about licensing" seriously. 13/14 of the projects under uutils are relicensing GNU or GPL'd software. The other one, shadow-rs, is totally vibe-coded, and the README mistakenly says the original shadow is GNU software under the GPL, which is neither true. If 14/14 are relicensing, or in that one case, what is thought to be relicensing, the simple explanation is that it is an explicit goal of the project.

Beside the license thing mentioned, rust folks are obsessed with an idea of memory safety to an extent of discarding every other value in programming. To the extent of considering other choices "immoral". This manifests in their disproportionate initiatives of rewriting otherwise fine programs. Of course this doesn't include copious amounts of unsafe in popular libraries because can't leave any benchmarks defeated. But somehow Go is sinful because multiword data races are theoretically memory unsafe (a property which has led to zero (0) CVEs). This may also be the result of jealousy that something plebian like Go became more popular than their perfectly designed language.

Let's not mention other aspects of security, such as the recent supply chain issue, or the old story of the serde maintainer shipping a binary blob just because...


> To the extent of considering other choices "immoral".

This is literally an /r/pcj meme.


What is /r/pcj? In any case, memes start due to real world examples.

Rewrite it in anything that isn't GPL.

With the motivation of then being able to use it in closed or non-GPL products down the line?

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