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A simpler framework with just as much explanatory power is just depression. If you spend a lot of time depressed you will "predict nine of the last five recessions" but with everything. You will have seen every bad event coming, along with a lot of bad events that didn't end up coming.

Anxiety too. When things get bad for me I always know exactly what's going to happen and it's all bad. The voice that says "well maybe not" just goes away.

From the perspective of an archive, library, or museum preservation isn't really the goal in itself, just a strictly mandatory prerequisite. The pieces have to be made available to researchers (and depending on the institution the public) for the archive to be able to consider itself fulfilling its mission.

There is kind of a cost/preservation/accessibility triangle with curatorial preservation, and museums already normally choose storage that is somewhere other than the most expensive/best preservation corner of that triangle. Oxygen-depleted facilities significantly extend that corner, but if we're already not using what we have there then it may not be a useful addition.

Low-oxygen environments also have their own preservation issues. I'm not actually a museum curator so I don't know the specifics. But it is a very complex and old discipline and they've tried just about everything. The problem is usually funding, which unfortunately boils this whole thing down to another boring "you can't solve social problems with technical solutions."


What is the social problem you refer to?

Presumably society doesn't deem preservation to be worth any cost.

There are other considerations as well. We could probably preserve works for longer if we kept them sealed away in darkness, but we value these works in part because of what we get by experiencing them. What we get out of them as artistic works makes them worth taking such good care of as opposed to just being something that's really really old.

Society wants to see these things, and learn from them, even though every moment they spend out in the open exposes them to more harms.

We're fortunate that digitizing has come such a long way. We can preserve and even recreate a lot of things long after the physical objects themselves are gone. It's not the same as having the originals, but at a certain point the reproductions are all we'll have left.


That's what I was wondering. We can't redirect the entire output of society towards museum conservation, so some tradeoffs will have to be made. That isn't a problem, just reality.

When a large book turns into an epub/zip that is under 100kb, what makes the paper so important?

When you add up all the books that were required for our careers, would they be a megabyte?

The little that we understand is uncomfortably summarized this way.


It's hard to measure the information content of anything, because information is fundamentally about differences which matter, and we don't always know what matters. The text content can be preserved dutifully through centuries through copying, then in our time, we find out that what we really would have wanted was the handwriting style of the original, or the environmental DNA from pollen attached to the original vellum...

But even so, there's so much archive material which hasn't even been digitized. I run into it in genealogy all the time. It's in some box in a museum, if you're lucky they made microfiche images of it fifty years ago.


I think, for the VA specifically at least, this isn't accurate. I'm sure they have some phd psychologists around for other things but the bulk of the work you mentioned will be done by counselors with masters degrees and some psychiatrists overseeing them. Psychiatrists, as well as "the -ologists" you mentioned, are specialized medical doctors. They all get the same schooling and then specialize through the residency system.

An MD is a doctorate-level degree and MD + residency is generally considered enough education for even research within a speciality, certainly patient care within it. MD/PhDs are rare, usually doing policy/leadership or extremely specific technical R&D. Almost never see them doing patient care, when you do it's normally because they misunderstood their own career interests in their 20s and now have to live with it.

This thing is real bad but psych treatment at the VA isn't why.


the -ologists can be both, then. My academic experience in ancient times had them as medicine related PhD's, but I guess MD's can specialize in that area from a treatment rather than a research area. MD/PhD's are rare but quite valuable for research projects because they can see patient records wearing their MD hat, but interact with the research teams with their PhD hat. They tend to have mediocre bedside manners cuz they rarely see a bed, and they're sorta burned out coming of all that schooling.

Do you think that's what is going on here?

In my experience legitimately talented people are staying, and the guy whose impressive education credentials seem to train him mostly how to write very wordy excuses for his shortage of actual work product is going back home. Maybe you have a different experience, but my experience is something that seems to be echoed among a lot of people in my social circle.

My experience is that people with talent are both driven and valued. Someone who might disagree with the current administration politically but is doing exactly what they want to do with their life in a role that generates measurable utility for the taxpayer is not packing up and leaving, nor losing their job. But many pieces of gristle are getting trimmed off the American government.


This doesn't match my experience at all.

Mid last year I helped run a workshop on AI explicitly for laid off federal science workers. The people involved were clearly extremely intelligent and knowledgeable, passionate about their research areas, and harboring an immense amount of institutional knowledge. They showed great curiosity and adaptability in the workshop. It was obvious that they were a set of very bad fires.


How can your limited experience make any claims about the government workforce as a whole.

It requires a decent amount of time to understand if someone is talented and that talent is being used to better their job.

>but is doing exactly what they want to do with their life in a role that generates measurable utility for the taxpayer is not packing up and leaving

How would you know? Some people have very strong convictions and as another comment stated if a person is talented it increases the chances they could find another job similar to their desired work


what you are saying is idiotic. people who are in demand can find work anywhere, they are the kind of people who will leave as soon as they feel their work environment has become even remotely uncomfortable. people who stay are more likely to be those who can't find job elsewhere.

I think people who will leave as soon as they feel their work environment has become even remotely uncomfortable are likely sitting in a comfortable sinecure, and it isn't the role of the taxpayer to provide sinecures for people with doctoral degrees.

Government workers are meant to serve the government, and the government of the United States is By the People. The People voted for the administration and if someone can't work for the company because you dislike the guy running it, well, it sounds infantile to me. Someone so fragile as to not tolerate political disagreement and reasonable scrutiny and auditing should not be receiving a salary from public funds.


Your guy has armed goons with "absolute immunity" literally executing people in the streets, after threatening to invade neighbours and allies, appointing shockingly-unqualified loyalists at the very top of national institutions, and generally gutting the rule of law. It's a bit past "tolerating political disagreement", man.

Well, that went south quickly!

Glad to hear a British viewpoint now and then, but of course any problems stateside will be handled and voted on by Americans rather than Brits. Unless possibly you have dual citizenship (Brit & USA) perhaps?

FWIW Britain has plenty of history of what you term

"armed goons with "absolute immunity" literally executing people in the streets, after threatening to invade neighbours and allies, appointing shockingly-unqualified loyalists at the very top of national institutions, and generally gutting the rule of law."

You Brits almost have a monopoly on tyranny of various forms, having gone through most of them in bloody civil wars yourself. Hardly a model to follow, n'est-ce pa?


> but of course any problems stateside will be handled and voted on by Americans rather than Brits

Sure. That doesn't mean that an external viewpoint is any less valid. It's like saying "of course any problems in Teheran will be handled by Iranians" or "any problems in Venezuela will be handled by Venezuelans", when someone points out the issues in those regimes. You also assume you will get another meaningful vote, something that does not seem so assured when the supposed head of internal law enforcement starts asking for lists of voters.

The world is watching you, and it sees something really sinister happening. I would suggest to be humble and take stock - when innocent lives are lost to political fevers, you are in a very dark place, and whoever led you there should be suspected.

For the record, although I do live in England, I'm actually Italian; my great-grandfather lived under fascism, and I grew up in places deeply scarred by those times - as well as from the Cold War. That doesn't mean I'm innocent, just that I know a thing or two about what a regime looks like.


toyg says "Sure. That doesn't mean that an external viewpoint is any less valid."

Sure, but it is unwelcome and likely invalid.

toyg says "The world is watching you, and it sees something really sinister happening...innocent lives....you are in a very dark place..."

Woooo! I'm scared now!8-0

1. The world is always watching us! Y'all should take a break sometime. The world is big and there are lots of other things to see. Too much watching Minneapolis, right now one of the iceholes of the world, indicates poor judgement regarding one's use of time (indeed most anytime, unless you live there, which is another problem).

2. I count one possibly innocent life lost so far. That's very good given the circumstances. Renee Nicole Good drove an SUV toward an LEO officer on an icy road, possible attempted manslaughter. Alex Pretti OTOH was probably only foolish and I do believe it likely ICE will be charged with crimes associated with his death.


> Y'all should take a break sometime

We would gladly do if only you renounced your world-ending weapons, in the same way as we would be more than happy to stop bothering with Russia, China, Pakistan, India, Israel, France, and Iran. Until then, unfortunately, we are kinda forced to pay attention, in the not-so-remote chance that some insane "representative" pulls that trigger. It also does not help that your shenanigans have a penchant for overflowing, invading countries closer to us than to you and maintaining military bases all over the world; stop doing that, and we'll happily leave you alone.

> I count one possibly innocent life lost so far.

One, two, or two hundred, it's still too many - and accounting for them like you do is simply callous.

I note you've not actually countered any point, just went "you're rubber, I am glue, nah-nah-nah". Which is sadly indicative of online discourse these days, even here.


I'm a phd who used to be in civil service.

What you write here is certainly the goal, and I had a lot of colleagues who agreed with you. I thought it was bogus then, and I think it's bogus now.

Also people quit jobs all the time because of the boss. Usually it's the direct one, but not always, and as above, so below.

> reasonable scrutiny and auditing

It's been well over a decade since I left, and I'm sure it's gotten worse for those who stayed, but: lol. lmao.


Yes, I'm sure it's "infantile" for people at the NIH to resign because they believe their work is being censored for conflict with the administration's preferred pseudoscience.

Could you sound any more like a Lysenko propagandist in the USSR if you tried?


This position is idiotic, more detrimental to the United States than the government over employing people, and frankly un-American according to how we understood what serves America best pre-Trump.

https://en.wikipedia.org/wiki/Civil_service_reform_in_the_Un...


A lot of people have trouble using those and it's not just tech discomfort or whatever. You have to be able to hold your arms up in front of you, touching specific points in space. The UI is not good and does not provide good moment-to-moment feedback about whether you've pressed a button or which one. You have to be moderately-to-strongly literate, you have to wrap your head around the menu organization, know what you're looking for by name and be able to guess where it is in this system.

I've watched so many people struggle to use these machines for so many different reasons. Pretty much anyone with a physical or cognitive disability will be better off with the cashier. Sucks they have to wait much longer for one now.


I think the systems are good in the context of "computer ordering systems", but not great in the context of "food accessibility". They're built with a lot of inherent presumptions that likely apply to most of the peer groups of the people designing it, but certainly do not in the field.

I am quite privileged and I know numerous people who might have trouble telling you the name of the meal they want even if presented with a hard copy of a menu.


I hate McDonald's, but I've used one at a Subway that took five seconds to respond to every button press. Useless! Feels like it was written in Electron and running on an Android tablet from 2012.

India specifically is in the middle of a massive years-long labor movement that is changing the terms of work there and I believe shifting the degree of alignment with western corporate outsourcing though I'm not very informed about the details.

Scale is beyond comprehension though, there were 250 million people on strike one day last summer. This is not ever really covered in western media or mentioned on HN for reasons that are surely not interesting or worth pondering at all.


Americans can’t afford to strike like that.

No one (at a national scale) can afford to strike like that, except people who have an understanding of why they even more can't afford not to strike like that.

You're most likely correct; I originally started writing this comment to refute your statement, but found that my assumptions appear to be wrong.

Americans have the nearly the highest nominal and PPP income of OECD countries as of 2024, only behind Luxembourg, Iceland, and Switzerland [1].

India experiences substantially higher shelter and food insecurity and poverty rates than the United States.

However, tech workers in Bangalore are paid an order of magnitude higher than prevailing local wages in other sectors, at around ₹2M (₹20 lakh) [2]. Median annual rents for 2BHK (2 bedroom) apartments appear to be around 1/10th of that figure at ₹3 lahk in desirable neighborhoods [3].

It appears to be reasonable for a technology worker to be able to perform a sustained strike. I have never personally traveled to Bangalore, though I have lived in places where cost of living is under a tenth of median American income.

I invite correction by people with first hand knowledge about cost of living in Bangalore.

1. https://www.oecd.org/en/data/indicators/average-annual-wages...

2. https://timesofindia.indiatimes.com/city/bengaluru/median-te...

3. https://www.birlaevara.org.in/best-areas-in-bangalore-for-re...


> It appears to be reasonable for a technology worker to be able to perform a sustained strike.

I don't think the strikes are done by tech people at all. Just normal workers.


Then indeed these striking workers are doing so bravely, especially in comparison to the wealth of American workers.

and it was an absolutely made up number. The real numbers would be so low it was insignificant. That number was only reported in global outlets, and that strike had zero practical impact in India. It was so uneventful, almost all of India except select pockets that has communist party influence didn't even know about the whole thing - let alone felt the impact of the strike.

> and that strike had zero practical impact in India.

This is a fact.

I think they might have added all the trade union workers across India and came up with that number.


> However, tech workers in Bangalore are paid an order of magnitude higher than prevailing local wages in other sectors

250 million people striking in India isn't mainly “tech workers in Bangalore”, or mainly tech and other elite workers at all. It’s about 40% of Indian workers, and most articles I've seen about it centered on widespread participation of workers in coal, construction, and agricultural sectors.


Thank you for the correction. Indeed these workers' livelihoods are more perilous than their American contemporaries.

And Indians can?

When India "shut down" for Covid, day labourers suddenly had no income, and no government support - they had to walk all the way to their home province (can't remember if the trains were even running).

But oh well, Uberizing employment means the run-of-the-mill American worker can also live like that in the future... progress!


Americans have chosen to learn exactly how good they have had it. You get to watch!

Can't afford not to.

Shoulda just bit the bullet and gone with "4.8-star." I'm sure they talked about it and yeah it's goofy and awkward but it would get the meaning across and maybe show a bit of a sense of humor and that's exactly why they never ever could.

Good sense of humor at Amazon... Yeah right.

They could have followed the lead of TV manufacturers and called it "5 Star Class" (4.5 star)

The chinese government has never physically assaulted me or my neighbors, never used tear gas around the elementary school my family attends. The united states government has. It's interesting to me that you're so certain about your threat model here but I don't share it.

> The chinese government has never physically assaulted me or my neighbors, never used tear gas around the elementary school my family attends.

Ok, well here where I live the government has never physically assaulted me or my neighbors, nor used tear gas around the elementary school my friends and family members children attend. But the government is clearing my streets of snow, gave me an opportunity to get an education, and generally helps make sure my life isn't so bad.

On the other hand, the CCP (and others) has created lots of fake accounts, engaged in paying off people to help incite riots, and is responsible for algorithmically promoting divisive content which has caused people to go out and riot, shoot at each other, become white nationalist goons or antifa goons, and helped get Donald Trump elected.

Donald Trump himself claims TikTok helped him get elected, he was wildly popular on the platform.

> It's interesting to me that you're so certain about your threat model here but I don't share it.

It's not that interesting, and this isn't warranted. I don't even know what you mean by threat model, and you never asked, so there was never an opportunity for it to be shared. Please don't wantonly levy suspicion here.


> Ok, well here where I live the government has never physically assaulted me or my neighbors,

Lucky for you I hope you can keep saying that. But uh, where you live didn't need to have a civil rights movement?

Plain and simple I think americans, and the american government, and movements formed in america and made of americans, are far more likely to harm me than any foreign power and I act accordingly.

In fact they already have!

> On the other hand, the CCP (and others) has created lots of fake accounts, engaged in paying off people to help incite riots, and is responsible for algorithmically promoting divisive content which has caused people to go out and riot, shoot at each other, become white nationalist goons or antifa goons

This is americans doing this to americans with the help of the american tech industry for the benefit of american elites. How have you come to lay the whole thing at chinese feet. I know... but do you know? You worried about the wrong propaganda my man.


Yes, there is some actual technique to learn and then with moderate practice it's possible to accurately memorize surprisingly long passages, especially if they have any consistent structure. Reasonable enough to guess that this is a normally distributed skill, talent, domain of expertise.

If they don't currently see a way to make agent commerce work, the smart move is to stay alive long enough for someone else to figure it out then buy them or simply copy it. And if it never works out this will have been far cheaper in the medium run.

I do not endorse this approach but it is well established in the tech industry.


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