Anyone actually scraping git repos would probably just do a 'git clone'. Crawling git hosts is extremely expensive, as git servers have always been inadvertent crawler traps.
They generate a URL for every version of every file on every commit and every branch and tag, and if that wasn't enough, n(n+1)/2 git diffs for every file on every commit it has exited on. Even a relatively small git repo with a few hundred files and commit explodes into millions of URLs in the crawl frontier. Server side many of these are very expensive to generate as well so it's really not a fantastic interaction, crawler and git host.
If you run a web crawler, you need to add git host detection to actively avoid walking into them.
And yet, it's exactly what all the AI companies are doing. However much it costs them in server costs and good will seems to be worth less to them then the engineering time to special case the major git web UIs.
I doubt they're actually interested in the git repos.
From the shape of the traffic it just looks like a poorly implemented web crawler. By default, a crawler that does not take measures to actively avoid git hosts will get stuck there and spend days trying to exhaust the links of even a single repo.
> Non-elected representatives from my country keep pushing for chat control via the council. How do I, as a citizen, hold them accountable?
How is that an EU problem? Without the EU, like here in the UK, we had non-elected lobbyists pressuring our elected government to implement age checks, message scanning, etc. And it is still continuing.
You're fighting the wrong fight by blaming the EU for this.
This is a highly solvable problem, one that is solved by not overloading the national elections with to different concerns.
EU has checks and balances that were intended for a trade union, not a nascent superstate. If we don't implement proper checks and balances in a real fucking hurry, we'll wake up one morning and realize the EU has turned into another Soviet union, and by then it'll be far too late to do anything about it.
How badly would you say the council or commission have to mess things up before they saw any voter-initiated repercussions what so ever with a system of accountability that requires voters to consider punishing the council or comission more important than their own national elections?
If accountability is to work, it has to be more than an abstract theoretical possibility.
It isn't abstract. Your government sends representatives to represent its platform and priorities. If you don't agree with the reps you need to elect a different government.
It's a abstract because you will never ever see a situation where voters neglect national elections to adjust the EU council or commission. Maybe it's what needs to happen, but the way thing are arranged it just won't.
That's a system of accountability in name but not in practice.
Even if there was an option in the national elections that didn't want this stuff, convincing a majority of voters to disregard national politics for an election cycle to have an imperceptibly small impact on the council members is such an unlikely outcome the council or comission would de facto be committing genocides before voters would be mobilized, and even then it's unlikely they'd face any repercussions.
It isn't popular, but they have a name and address right? Not talking violence, but the number one way of dealing with these sorts is to usually talk things out. If you're really concerned about, get a group of similarly minded people and make it unambiguously evident that this person is championing something a lot of people are not behind. It becomes much harder to ignore or wave off something when people start making themselves known on your doorstep.
And no, this isn't dog whistling violence. It is simply applying signal. The only other message I can think of is engaging an investigative journalist/PI and starting to figure out who is lobbying the person, and start pressuring them.
That's the parliament. What about the council and the commission? Am I not allowed to hold them accountable? Does my power as a citizen only extend to a fourth of the balance of power?
They keep getting away with these attrition tactics with regards to implementing near Stasi levels communication surveillance. What about the day they're pushing to give the council unlimited powers, or to abolish voting rights, or to purge jews?
The Council and Commission are representatives of your democratically elected national government. You as a citizen of your country get to pick said government.
If the EU were to not exist, your representatives in the Council/Commission (e.g. your national government) would be more powerful because they wouldn't be checked by the Parliament, not less.
Your problem is with your government, they just successfully deflected it to the EU in your mind.
The council is made up of heads of state, so no more undemocratic than your own countries executive, and the commission is selected by the Council and approved by the EU parliament.
Russia and China has elections too, they are a necessary but not sufficient criteria for democracy. Just because there are elections doesn't mean the people can actually hold the government accountable.
There's also the DDR and Stasi as a counter example if anyone think mass surveillance is incompatible with socialism.
Mass surveillance isn't really a question that projects well onto the left-right scale, and attempting to make it fit a left-right question is more likely to distract than provide a useful understanding.
I think it's kinda double whammy, one the one hand working with AI leaves a lot of 5-15 minute breaks perfect for squeezing in a comment on a HN thread, while also supplanting the sort of work that would typically lead to interesting ideas or projects, substituting it with work that isn't that interesting to talk about (or at least hasn't been thought about for long enough to have interesting things to say).
This resonates. I build products on top of LLMs, and the most interesting work I do has nothing to do with AI; it's designing structured methodologies, figuring out what data to feed in before a conversation starts, deciding what to do when the model gives a weak answer. The AI is plumbing.
But nobody wants to hear about prompt calibration or pipeline architecture. They want to hear "I replaced my whole team with agents." The boring, useful work is invisible, and the flashy stuff gets all the oxygen
Causal graphs are interesting, but in my experience, the bottleneck isn't the representation; it's getting the model to actually follow through on weak signals instead of moving on to the next topic. A graph won't help if the system doesn't know what to do when it hits a node that doesn't resolve cleanly.
What's your experience been with them?
It's more Zeno's paradox. You take one step, get 90% of the way to the finishing line. Now you look ahead and still a bunch of distance ahead of you. You take another step and get 90% of the way there. Now you look ahead and see there's still more distance ahead of you,...
Preemtive betrayal is a terrible strategy if there are more than two parties in the game, and they are allowed to cooperate.
You have to be one heck of a smooth conversationalist to convince them to take a number and patiently wait in line to be the ones to be attacked next.
If you're the guy that the others in the room know shoots first, you're also the guy the others in the room will shoot when he's reaching for something in his jacket pocket.
The prisoner's dilemma leads to mutual defection as the dominant equilibrium strategy in the one-shot version. Cooperation emerges as the equilibrium on repetition. The Han Solo gunfight is literally the one-shot version. When countries go to war that calculation is more complicated.
This is true, but it ignores the fact that claude constantly pushes the code toward more complexity.
Any given problem has a spectrum of solutions, ranging from simple and straightforward, to the most cursed rube goldberg machine you've ever seen. Claude biases toward the latter.
When working on larger code bases, especially poorly factored ones (like the one claude tends to build unsupervised), it's default mode of operation is to build a cursed rube goldberg machine. It doesn't take too long before it starts visibly floundering when you ask it to make changes to the software.
Complexity management is something human software engineers do constantly. Pushing back against complexity and technical debt is the primary concern for a developer working on a brownfield project. Everything you do has to take this into account.
In Claude's world, every user is a generational genius up there with Gauss and Euler, every new suggestion, no matter how banal, is a mind boggling Copernican turn that upends epistemology as we know it.
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