If you have an endless pattern of ..., -1, 1, -1, 1, -1, 1, ... and run box blur with a window of 2 or 4, you get ..., 0, 0, 0, 0, 0, 0, ... too.
Other than that, you're not wrong about theoretical Gaussian filters with infinite windows over infinite data, but this has little to do with the scenario in the article. That's about the information that leaks when you have a finite window with a discrete step and start at a well-defined boundary.
I think the US is markedly better for people in certain professions who want to become rich. This is obviously not true for the general population, but the amount of cash that's chasing profits in tech means that a non-trivial percentage of SF Bay Area techies have a shot at financial independence (let's say, $10M in the bank). This is certainly not true for IT workers in most of the EU.
But if you already have enough to never need to work again, you should be fine in almost any liberal and politically stable country, and there's something to be said about moving to a lower CoL place where you can afford a nicer home, etc.
> a non-trivial percentage of SF Bay Area techies have a shot at financial independence (let's say, $10M in the bank)
You can become financially independent in most parts of the US. You definitely do not need $10M. $1.5M is enough. If you want a lavish lifestyle or you want to have complete control over where you live, of course that will require more, but financial independence means only that you have enough to cover the bills and live a modest but comfortable lifestyle.
Agree, many of my peers are on track to reach financial independence around 45. No compromises needed: Nice large home, good schools, safe neighborhood, plenty left over for luxuries and travel. I don’t know of anywhere else in the world where fairly normal but hard-working people can reliably do this (provided you got lucky enough to get hired at and survive a FAANG for ~10 years).
From here we can then move to a lower CoL place or stay put, whatever makes sense for our families.
> Nice large home, good schools, safe neighborhood, plenty left over for luxuries and travel. I don’t know of anywhere else in the world where fairly normal but hard-working people can reliably do this
I think the only part of that statement I kind of agree with is the “large home” part.
It’s much easier to afford good schools, safe neighborhood, luxuries and travel in most of Western Europe than it is in the US. Because the first two are basically free, travel is cheap, so you have plenty left over for luxuries (unless you want like race cars or something)
Good schools are certainly not free in most Western European countries, in fact for most middle class families, it's one of their biggest expenses to put their 2-3 kids through secondary schools.
There’s a massive disconnect here between a “good school” in the US and an expensive international school, and no definition of middle class where a majority of families pay for it. “most Western European countries” is not a thing. Nonsense.
The part you seem to have missed was being financially independent at 45, retiring, and still being able to have all that stuff in perpetuity. Or if I’m truly that dumb, you’re going to have to spell it out for me.
CoL is very low in the US and QoL is very good. Just obviously not near the coast. For some reason many Americans forget that most of America is not in San Francisco.
I'd argue that QoL in middle America is not great compared to similarly priced places in the EU.
Americans have worse health outcomes (including lifespan), travel far less and have less time off, and retire later. That said, you do get much more space, nicer housing stock, (arguably) better access to education, and generally more 'stuff', so it's a tradeoff.
I live a few months out of each year in Europe. Usually max out my 90 day stay with ABnB.
It's a hard life in Europe. My friend owns 11 bars that are packed 24/7 on a Mediterranean shoreline. He is what anyone would call successful. But he lives in a little apartment and drives a beat up old Mercedes, not because he's modest but because that's what "rich" looks like in Europe. If you ask him, he'll tell you that taxes ensure that you can never be rich in Europe.
My friend in middle America owns one bar, multiple houses, multiple cars, kids in private school. And what's mind blowing is that no one in America would consider him "rich." That's just middle class America.
I'd love to visit wherever you're going to point to as a counter example. Let me know where I'm headed this summer.
Btw I checked about health outcomes. It's actually only true if you look at America as an average. Middle America has much better health outcomes. Look at Utah for example. Again, point was that middle America isn't like the coasts.
It's true that non-coastal Utah, Colorado, and Minnesota have good life expectancy for the US but they lag behind California, New York, Massachusetts, New Jersey, New Hampshire, Connecticut, and Hawaii.
Utah is 1.7 years behind the EU average. Even Hawaii with the highest life expectancy in the US is behind all but the former Eastern Block EU countries.
Median income is not much lower in Utah than in California. Utah's low healthcare spending per capita is likely a reflection of Utah having the lowest median age of any state. Most healthcare costs are spent on elderly people.
I should add though that life expectancy is affected at least as much by social policy as by healthcare spending. Much of the difference is a result of cars/guns/drugs killing more people earlier in life in the US than in Europe.
While Utah has a lower homicide rate than California (2.2 vs 5.1 per 100k) like many rural states it has a much higher suicide rate (21.5 vs 10.1 per 100k). Accident mortality (mostly overdoses and car accidents) are similar (49.7 vs 51.1 per 100k).
Compared to where? What is that based on? The strong public sentiment, determining elections, is that the US is unaffordable. People work multiple jobs and can't afford health care, housing, education, or even food.
But you can look at random places like Tel Aviv, or London, or Milan. CoL is high in big cities around the world.
How about South Dakota vs the UK.
>The strong public sentiment
That's everywhere in the world. Of course, politicians are catering to what everyone complains about. But objectively, healthcare is better than it ever has been in the history of the world in every country in the world, including the US.
Right?
So you're right, it determines elections. But it shouldn't. That's really what I'm trying to say.
It depends what you include in cost of living. Healthcare and education tend to be more expensive than other first world countries, and the taxes are high given the fact that healthcare and education aren't part of what one gets from paying taxes.
Depends which state. I pay less for healthcare in the US than my friends in Europe when we break down the tax costs and private supplemental care that's necessary in Europe.
In fact, I pay their private health care costs myself because I don't want to wait a year for them to get shoulder surgery in the "free" health care system that's clearly not free.
Quality of life is very subjective though. Few American cities offer the kind of walkable lifestyles those of us who moved from Europe took for granted. San Francisco is one of the few places that can offer that, though even then I spent most of my career here driving out to Silicon Valley's suburban office parks. At least I could always walk to the supermarket, bars, restaurants, and cafes in my neighbourhood.
If you value a big house and are content to drive for all your errands most of the US is set up for that.
You're right, the cost is significantly higher than Europe to live in walkable type developments in the US. I prefer to drive places, myself. Carrying stuff home and shopping daily wasn't a highlight for my time in Europe. It takes so much time.
Until the next regime change or great war destroys your assets or makes them worthless. (Granted, that doesn't seem so impossible in the States any more, either.)
They don't. I'm using Cloudflare and 90%+ of the traffic I'm getting are still broken scrapers, a lot of them coming through residential proxies. I don't know what they block, but they're not very good at that. Or, to be more fair: I think the scrapers have gotten really good at what they do because there's real money to be made.
35 years ago, a good chunk of the current EU was under a Soviet-imposed totalitarian rule. Spain was a dictatorship until 1975. And it's been just 80 years since WWII.
It always boggles my mind that most Europeans are absolutely convinced that nothing like that could ever happen again. Meanwhile, many people in the US are convinced that the government will be coming for them any minute now.
> It always boggles my mind that most Europeans are absolutely convinced that nothing like that could ever happen again.
It’s not that it cannot happen again. It’s that the EU is explicitly built against that and if it happens it will come from the national governments (see Hungary), not the EU.
> It’s that the EU is explicitly built against that and if it happens it will come from the national governments (see Hungary)
So to prevent individual EU nations ever becoming authoritarian, like Hungary, we have to cede sovereignty and authority to the EU & EC unelected bureaucrats like Ursula VDL who take over as the main executive leaders, ensuring we'll no longer have the danger of national-level authoritarianism.
Hell of a solution.
Surely the better solution to issues like Hungary is ensuring we get more democracy to Hungarian people, not giving authority over Hungary to someone else the Hungarian people can't elect.
> So to prevent individual EU nations ever becoming authoritarian, like Hungary, we have to cede sovereignty and authority to the EU & EC unelected bureaucrats like Ursula VDL who take over as the main executive leaders, ensuring we'll no longer have the danger of national-level authoritarianism.
Not really, and the example of Hungary shows that it would not be that effective for that purpose.
The EU is a union of nations, not really of people. It was built so that nations play nice with each other. Each member state still does more or less what it wants within its borders, as long as it does not jeopardise the union.
In that way it’s not perfectly democratic, because there are layers of indirection between the citizens and the institutions.
Commissioners are nominated by member states and approved by parliament. So they are generally aligned with the politics dominant at the national level and palatable to MEPs. Von der Leyen is there because she had support from the German government and was from the dominant block in parliament. It’s not direct democracy, but it is not a faceless blob either.
US Supreme Court Judges are not elected. Although I hesitate to use this as an example currently, given how well the US separation of powers is (not) working, the point stands that all democratic systems need some kind of "damping" influence to survive. If successive national governments were hostile to EU bureaucrats there are options open to them to restore sovereignty — e.g. exit the EU, or force change in appointments by coordinating with other EU governments. The fact that senior positions in the EU are unelected does not in itself make the system un or anti democratic.
> it will come from the national governments (see Hungary), not the EU.
what's the difference? The EU relies on national gov't to enforce rules. Until the EU becomes a sovereign entity with standalone enforcement mechanisms, it's no more able to ensure things can't happen than the UN.
National governments are often at odds with the commission. France was regularly threatened and fined for its energy policy, for example, which was not pro-business enough. All EU regulations are the result of horse trading in the council of ministers and the commission, the member states are not helpless victims or perfect enforcement forces blindly applying what the president of the commission of the day wants.
>it's no more able to ensure things can't happen than the UN
It's not the same. EU will cut your funding if you don't follow their rules. UN is not finding any EU countries, but the opposite, we all pay to fund the UN.
Maybe in theory, but the idea that nations that trade doesn’t go to war is a naive one, it has happened plenty and will happen again.
As for the structure of voting etc, it’s just a matter of pushing until people give up.
Indeed, which is why entanglement goes deeper than simply trade. The emergence of pan-European companies like Airbus makes the cost for one country to go alone much steeper. Same for the establishment of EU-wide supply chains. There are also incentives to play nice in the form of the customs union and the single market. The moment you leave, you’re on the wrong side of a trade barrier.
The EU is built on rules that uphold liberal democratic principles, agreed to by national governments in a flush of post-WW2 clarity, and which tie successors to the same principles. There are exit mechanisms, but they impose large costs (i.e. Brexit).
You're saying nothing concrete in particular.
What rules? How do they inhibit change?
The only thing I can think of which is actually difficult to change is the echr and i see more than a dozen mostly liberal governments queueing up to change it (to little effect so far) over migration issues.
There are rules about election conduct and free operation of courts, to give two examples. Both of which Hungary skirts on occasion but the EU does apply some pressure.
Sort of correct but also playing with words. Most, many.
There's a divide between generations and geographies to start with. Younger vs. older generations see things differently. Westerners vs. Easterners (especially those who remember the communist times) see things differently.
It's very hard to say what many and most people are doing on either side of the Atlantic. Until a few short years ago you wouldn't have imagined enough Americans would vote for the leader they did, knowing exactly what they're getting, and yet they did. So people aren't always forthcoming about their views and beliefs.
In Europe for anyone who can't remember the "hard times" it's easy to fall into the trap of believing things will stay good forever. The US hasn't had equivalent "hard times" relative to the rest of the world for as long as any person in the US has been alive and a few generations more. So they too can easily believe things can't turn sour, which is why this recent and swift downturn caused so much shock and consternation. But the US also always had a lot of preppers and people "ready to fight the Government" (that's why so many have guns, they say). It's a big place so you expect to have "many" people like this.
> Meanwhile, many people in the US are convinced that the government will be coming for them any minute now.
It's a bit ironic that most of those people voted for Trump, who is now doing exactly that. But I guess they think it's ok as long as the government is coming for others, not for them (at least not yet)...
While I love the premise that he is choosing arbitrary groups to go after and we just haven't been chosen yet, no, he campaigned on this and was elected for exactly this. This is what the people want.
They’ll give you a small handful of examples, of which a number occurred in the UK (famously not a member of the EU), most of which were actually arrests for incitement, and of the remainder the majority were thrown out before ever going to trial, or subsequently on appeal.
Very few of the cases they present will have involved citizens being murdered in the streets by the government for exercising their absolute right to free speech.
The UK has more arrests for social media posts than any other country in the world, including authoritarian countries like Russia, Belarus, etc. Germany is the third highest. Both have thousands, not "a small handful".
In 2023, UK police forces made around 12,000 arrests under the Communications Act 2003 and the Malicious Communications Act 1988. These laws cover sending messages that are "grossly offensive, threatening, indecent, or menacing over communications networks" (which includes social media). Prosecutions resulting tend to come from a small subset of serious crimes - stalking, incitement to hatred, endangering minors etc...
This was gleefully misinterpreted by Musk, Steven Forbes and the rest of the right-wing braintrust as "12,000 people were arrested for saying politically incorrect things."
Germany at third highest is equally in the realm of complete fantasy. The Tagesschau debunked it and concluded that the German numbers make no sense. There is no statistic in Germany for the number of arrests, but the number of people investigated is lower for the period claimed and not all led to arrests so the number is simply a fabrication.
Finally, the notion that China or Russia would self-report less cases than the UK and expect the figure to be believed is farcical. There isn't even something comparable to the anti-activism laws or the HK47 in the UK.
Why would we expect most real numbers to be computable? It's an idealized continuum. It makes perfect sense that there are way too many points in it for us to be able to compute them all.
Maybe I'm getting hung up on words, but my beef is with the parent saying they find real numbers "completely natural".
It's a reasonable assumption that the universe is computable. Most reals aren't, which essentially puts them out of reach - not just in physical terms, but conceptually. If so, I struggle to see the concept as particularly "natural".
We could argue that computable numbers are natural, and that the rest of reals is just some sort of a fever dream.
It feels like less of an expectation and more of a: the "leap" from the rationals to the reals is a far larger one than the leap from the reals to the complex numbers. The complex numbers aren't even a different cardinality.
> for us to be able to compute them all
It's that if you pick a real at random, the odds are vanishingly small that you can compute that one particular number. That large of a barrier to human knowledge is the huge leap.
The idea is we can't actually prove a non-computable real number exists without purposefully having axioms that allow for deriving non-computable things. (We can't prove they don't exist either, without making some strong assumptions).
> The idea is we can't actually prove a non-computable real number exists without purposefully having axioms that allow for deriving non-computable things.
I am talking about constructivism, but that's not entirely the same as saying the reals are not uncountable. One of the harder things to grasp one's head around in logic is that there is a difference between, so to speak, what a theory thinks is true vs. what is actually true in a model of that theory. It is entirely possible to have a countable model of a theory that thinks it is uncountable. (In fact, there is a theorem that countable models of first order theories always exist, though it requires the Axiom of Choice).
I think that what matters here (and what I think is the natural interpretation of "not every real number is computable") is what the theory thinks is true. That is, we're working with internal notions of everything.
I'd agree with that for practical purposes, but sometimes the external perspective can be enlightening philosophically.
In this case, to actually prove the statement internally that "not every real number is computable", you'd need some non-constructive principle (usually added to the logical system rather than the theory itself). But, the absence of that proof doesn't make its negation provable either ("every real number is computable"). While some schools of constructivism want the negation, others prefer to live in the ambiguity.
I hold that the discovery of computation was as significant as the set theory paradoxes and should have produced a similar shift in practice. No one does naive set theory anymore. The same should have happened with classical mathematics but no one wanted to give up excluded middle, leading to the current situation. Computable reals are the ones that actually exist. Non-computable reals (or any other non-computable mathematical object) exist in the same way Russel’s paradoxical set exists, as a string of formal symbols.
Formal reasoning is so powerful you can pretend these things actually exist, but they don’t!
I see you are already familiar with subcountability so you know the rest.
What do you really mean exists - maybe you mean has something to do with a calculation in physics, or like we can possibly map it into some physical experience?
Doesn't that formal string of symbols exist?
Seems like allowing formal string of symbols that don't necessarily "exist" (or well useful for physics) can still lead you to something computable at the end of the day?
Like a meta version of what happens in programming - people often start with "infinite" objects eg `cycle [0,1] = [0,1,0,1...]` but then extract something finite out of it.
They don’t exist as concepts. A rational number whose square is 2 is (convenient prose for) a formal symbol describing some object. It happens that it does not describe any object. I am claiming that many objects described after the explosion of mathematics while putting calculus on a firmer foundation to resolve infinitesimals do not exist.
List functions like that need to be handled carefully to ensure termination. Summations of infinite series deal are a better example, consider adding up a geometric series. You need to add “all” the terms to get the correct result.
Of course you don’t actually add all the terms, you use algebra to determine a value.
You can go farther and say that you can't even construct real numbers without strong enough axioms. Theories of first order arithmetic, like Peano arithmetic, can talk about computable reals but not reals in general.
Because inexplicably, there's random pixel-level noise baked into the blue area. You can't see it unless you crank up contrast, but it makes the bitmap hard to compress losslessly. If you remove it using threshold blur, it doesn't change the appearance at all, but the size is down to 100 kB. Scale it down to a more reasonable size and you're down to 50 kB.
None of this is due to "modern web development". It's just about a dev not checking reasonable asset size before deploying/compiling, that has happened in web, game-dev, desktop apps, server containers, etc. etc.
This should be an SVG (a few kb after proper compression) or if properly made as a PNG it'd probably be in 20-ish kb.
The dev not having the common sense to check file size and apparently not realising that the PNG format was being grossly misused for this purpose (by not even having a single tone of white for the J and the corners, let alone for the blue background) is modern web development.
What is that noise actually? It's clearly not JPEG artifacts. Is it dithering from converting from a higher bitdepth source? There do appear to be very subtle gradients.
I would bet it's from AI upscaling. The dark edges around high contrast borders, plus the pronounced and slightly off-colour antialised edges (especially visible on the right side of the J) remind me of upscaling models.
If it's large enough for say 2x or more "retina" usage... a very minor soften filter, then color reduction to get well under 256 colors (often can do 32-64) quantization and oxipng w/ zopfli can go a long way... just getting down to a palette over rgb for png brings down sizes a lot... palette reduction to around 32 colors does a bit too. Just depends on the material.
That said, the actual size of this image is massive compared to where it needs to be, and looking at it, should definitely be able to quantize down to 32-64 colors and reduce the size to even 4x the render size... let alone just using svg, as others have mentioned.
Oh, ding ding! Opening in a hex editor, there's the string "Added imperceptible SynthID watermark" in an iTXt chunk. SynthID is apparently a watermark Google attaches to its AI-generated content. This is almost certainly the noise.
Meh. The room-temperature endurance of modern EEPROMs (e.g., ST M95256) is something like 4 million cycles. If you use a simple ring buffer (reset on overflow, otherwise just appending values), you only need to overwrite a cell once every 32k ticks, which gives you a theoretical run time of 250,000 years with every-minute updates or 4,100 years with every-second updates.
The history of journalism is written by journalists, often in a self-serving way. You'll be hard-pressed to pinpoint the purported golden age of impartial truth-seeking. Early newspapers in the US were often owned by a local railroad tycoon and published hit pieces about his opponents. From the 1960s, this morphed into a way to broadcast the ideological consensus of East Coast Ivy League graduates. Some of their ideas were good and some were bad, but every single day, this consensus influenced which stories made it to the front page and how they were framed.
Weirdly, I think this model was beneficial even in the presence of bias: when everyone read the same news, it helped with social cohesion and national identity, even if the stories themselves presented a particular viewpoint.
But now, everyone can get their own news with their own custom-tailored bias, so there's no special reason to sign up for the biases of Washington Post or The New York Times unless you want to signal something to your ingroup. I don't think this is as much Bezos' fault as it's just a consequence of the internet evolving into what it is right now: one giant, gelatinous cube of engagement bait.
You brought up the most notorious part of US history (the gilded age / age of yellow journalism) as if that was defining of journalism in general. You would be hard-pressed to pinpoint a time in which there was less bullshit in media than then. Besides today, of course.
And then you somehow equate this to the 1960s. As if the fact that journalists tended to study at university and therefore share points of view with people who went to university is the same thing as William Randolph Hearst wholly inventing a story about Spain attacking a US ship to convince the public to start a war.
And what we have today, with social media & search monopolies sucking all economic surplus completely out of journalism, plus foreign-run and profit-run influence farms, plus algorithmic custom-tailoring of propaganda, is undoubtedly the worst we have ever seen.
I'd like to know whether there's any objective way to measure how truth-seeking journalism actually is. Otherwise it just turns into people declaring, purely subjectively, that one outlet is "biased" and another is "impartial" or "truth-seeking".
Ultimately, every editorial decision — what to publish, which story to highlight, what angle to frame it from — is a value judgment. And value judgments aren't matters of objective truth.
This is a correlation, so it doesn't prove a causative association, and it's only across a very tiny subset of the entire knowledge set.
While I understand that my second point might sound like a cop-out, just consider how the survey findings may have been different, if the respondents had been asked about issues more relevant to social justice narratives, e.g. the prevalence of deadly police shootings of unarmed people of color.
Actual annual figure in recent years: roughly 10 depending on dataset and year.
Median estimates among progressive respondents in several surveys: hundreds or even thousands.
Another example:
Surveys show large fractions of progressive populations believe global poverty has worsened, when the long-term trend has been a substantial decline
From my point of view journalism is or was about calling attention to points of reference that we can all agree that we are affected by in a similar way. The way you are framing this is more about agreeing with each other. IMHO that's not what journalism is about.
> the purported golden age of impartial truth-seeking.
It's constantly been with us since the beginning of the republic. Several of our founding fathers were actually publishers.
> this consensus
Consensus doesn't exist in a vacuum. It's a product of an interest in profiting off the news. It seems obvious from this vantage what the fundamental problem is and why "journalists" are not a homogeneous group with identical outputs and why terms like "main stream" even exist.
> it helped with social cohesion and national identity
Which is why the FBI and CIA target it for manipulation so relentlessly.
> The history of journalism is written by journalists, often in a self-serving way. You'll be hard-pressed to pinpoint the purported golden age of impartial truth-seeking.
We generally assume that there is an external reality that can be observed and understood. When someone 'consumes' journalism, how well does that reporting reflect the external reality? How well do people's perceptions match up with what physically happened?
For example: in November 2020 there was an election. Who got more votes, both in the popular vote and in the various states individually that counts towards the Electoral College? Who "won" the election?
It turns out that some news organizations—even with any biases—allow their readers/viewers to have a better picture of reality than others:
In France, at a very young age, we're taught that journalism is not impartial: people must take sides to express interesting opinions. We simply need to read them all: the Humanite to understand the communist point of view, the Monde for the socialists, the Figaro for the conservatives, the Croix for the Christians, etc.
Once you mix all these perspectives of the same events, you get, if not "the truth", a view of the impact of the events on each sub group in the nation, what they propose to do about it, and put some water in your own wine whichever side you're on: when time comes to vote on policies, having read everyone, you may consider their point of view a bit more.
Thinking "The Washington Post" was "impartial" and "about the truth" before is a pipe dream: they were partial, rational within the confines of their choice ideology, and disagreeing with many subgroups in your country anyway. They just shifted sides but you can find other newspapers now to counter balance.
As long as no newspaper pretend to be impartial and is clearly identified, the national debate stays healthy, no ?
> when time comes to vote on policies, having read everyone, you may consider their point of view a bit more.
Trying to be impartial, trying to understand all the points of view, is a noble effort. It's impossible to do, but the process of trying is how you can achieve the best version of truth. Seems like I agree with you here.
And that's what the best newspapers do.
I need people to be making an honest effort to understand all the perspectives and distilling them down for me.
If nobody is doing that, then it makes my job (the job of understanding everyones' perspectives) a lot harder, because it's an exercise in multi-player adversarial thinking.
> But gcc is part of it's training data so of course it spit out an autocomplete of a working compiler /s
Why the sarcasm tag? It is almost certainly trained on several compiler codebases, plus probably dozens of small "toy" C compilers created as hobby / school projects.
It's an interesting benchmark not because the LLM did something novel, but because it evidently stayed focused and maintained consistency long enough for a project of this complexity.
They're not coming from anywhere. It's an LLM-written article, and given how non-specific it is, I imagine the prompt wasn't much more than "write an article about how OpenClaw is changing my life".
And the fact this post has 300+ comments, just like countless LLM-generated articles we get here pretty much daily... I guess proves the point in a way?
That’s another reason there just isn't any point in looking at these articles anymore unless they take you on a trip deep in the weeds of some specific problem or example. We need deep case studies (pro and con), not bulleted lists and talking points.
Other than that, you're not wrong about theoretical Gaussian filters with infinite windows over infinite data, but this has little to do with the scenario in the article. That's about the information that leaks when you have a finite window with a discrete step and start at a well-defined boundary.
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