alt.hn

4/16/2026 at 1:32:13 PM

The future of everything is lies, I guess: Where do we go from here?

 https://aphyr.com/posts/420-the-future-of-everything-is-lies-i-guess-where-do-we-go-from-here

by aphyr

4/16/2026 at 9:02:17 PM

"I could retrain, but my core skills—reading, thinking, and writing—are squarely in the blast radius of large language models."

Yes.

For the lifetime of almost everyone alive now, reading, thinking, and writing have been valued skills which moved one up in society's hierarchy. This is a historical anomaly. Prior to 1800 or so, those skills were not all that useful to the average farmer. There were more smart people than jobs for them. Gradually, more jobs for smart people were developed, but not until WWII did the demand start to exceed the supply. Hence the frantic technical training efforts of WWII and the following college boom. This was the golden age of upward mobility.

It's hard to imagine this today. Read novels from the 18th century to get a feel for it. See who's winning and who's struggling, who rises and who falls, and why. Jane Austen's novels are a good start.

The nerds didn't take over until very late in the 20th century. There were very few rich nerds until then. Computing was once a very tiny world. You could not get rich working for IBM. The ones who left and got rich were in sales.

So what was valued? Physical robustness. Strength, perhaps brutality. Competence in physical tasks. Honesty. Parentage. Birth order (see primogeniture.) Those matter in per-technological societies, and they matter in failed societies now. Those are perhaps humanity's core values.

That may be where we go once AI does the thinking. That's where we go when smarts are not a scarce resource.

by Animats

4/16/2026 at 10:23:47 PM

> Physical robustness. Strength, perhaps brutality. Competence in physical tasks. Honesty. Parentage. Birth order (see primogeniture.) Those matter in per-technological societies, and they matter in failed societies now. Those are perhaps humanity's core values.

This is really bleak to me. We can do better than primogeniture, and of course the gender discrimination that goes along with it. You might as well write that subjugation of women is a "core value", simply because it has been for so many time periods.

> Physical robustness. Strength, perhaps brutality.

John Henry is not going to beat the steam shovel any time soon.

> For the lifetime of almost everyone alive now, reading, thinking, and writing have been valued skills which moved one up in society's hierarchy. This is a historical anomaly.

It's not an anomaly; rather, it's the other way round. These used to be highly specialized skills that carried significant status, and got democratized by mass education in the 20th century.

We're not prisoners of history. We don't have to go back to being serfs for the few people who own all the land, oil, food, energy, data centers, and operating systems. I hope.

by pjc50

4/16/2026 at 10:58:44 PM

Although primogeniture has been discriminatory for basically the entire time it's existed, the discrimination isn't inherent. It's an implementation detail. Modern British Royal succession now uses absolute, gender-neutral primogeniture since 2013.

In fact, there are few things less discriminatory than a random birth order. You may as well be assigned a random number at birth, and the lower your number, the more you're paid. In such a system, there's nothing to discriminate against; the ordering is absolute and immutable, and everyone is treated equally.

I agree that it's a bleak idea, but Animats wasn't talking about subjugating women.

by sillysaurusx

4/16/2026 at 11:56:31 PM

Primogeniture in any form is discriminatory precisely since birth order is an immutable, permanent, unchosen characteristic assigned randomly at birth, just like race or sex.

by marxisttemp

4/17/2026 at 7:59:05 AM

Primogeniture makes sense in a world where odds that you arrive at the adult age are rather low, due to the high risk of death from illness and injuries.

The oldest child is the most likely to survive. It is a rational and fair rule in such context.

by Saline9515

4/17/2026 at 9:28:04 AM

Many discriminatory policies could be considered rational. It is rational for jobs to discriminate against handicapped people who require extra affordances to be able to do the same job (for example, wheelchair ramps).

“Fair” is a much trickier beast! My favorite approach to conceptualizing fairness is Rawls’ veil of ignorance: if you were going to be placed as a random member of society, rather than your current position, and you would still support a policy given this change, then the policy is fair. Knowing that, beyond the veil of ignorance, I may be a paraplegic, would I still support dismantling the ADA’s wheelchair accessibility requirements?

by marxisttemp

4/18/2026 at 10:16:43 AM

Things like inclusion and other theories such as the one you describe are only possible in rich and technology-advanced societies. And are vulnerable to groups chosing to play against the whole society.

When you have to struggle for life, discriminating against some categories, such as disabled people is necessary for the whole group to survive. Animals do it, and humans in antiquity did it too, out of necessity. It's actually how evolution happens. Humans still do it to some extent when they choose how to mate : they discriminate.

by Saline9515

4/17/2026 at 3:13:29 PM

Is the oldest child the most likely to survive, or is the winner simply the oldest surviving child?

by biztos

4/17/2026 at 1:22:24 AM

Sex is mutable but good try

by hackable_sand

4/17/2026 at 4:30:21 AM

Gender is mutable. Sex is determined by genetics, though in a handful of creatures, sex could be considered mutable.

by nhod

4/17/2026 at 4:45:14 AM

You're right, but there was an article on here in the last week about genetic therapy correcting Down Syndrome.

I wonder how long before sex does actually become mutable.

by margalabargala

4/17/2026 at 5:58:33 AM

You can change sex

And people can be born intersex

Your data is wrong

by hackable_sand

4/17/2026 at 8:01:46 AM

The fact that some people can be born with 6 fingers doesn't mean that saying "a human hand has 5 fingers" is generally false.

by Saline9515

4/17/2026 at 1:12:43 PM

It also means you can't use the generalization "a human hand has 5 fingers" to then say that "therefore because your hands have 6 fingers, you are not a human"

by duskdozer

4/17/2026 at 1:44:46 PM

I the sense of what OP did say, it would be more "grafting a sixth finger doesn't mean that you are not human anymore".

Just like taking meat from your arm to create new genitals doesn't make you a man, biologically (psychologically it may be different).

by Saline9515

4/17/2026 at 9:27:06 AM

Rather than being distracted by whether primogeniture specifically is/was discriminatory, we should remember that "what was valued" in the societies Animats discussed very much included being male.

by leereeves

4/16/2026 at 10:43:23 PM

> We're not prisoners of history. We don't have to go back to being serfs for the few people who own all the land, oil, food, energy, data centers, and operating systems. I hope.

Unfortunately, that is the current stage of humanity. We all currently live in a global subscription model for food, housing, safety, etc. No doubt that we will move beyond it eventually, but the current organization of society is kept in place by the owner class which benefits from the current arrangement.

One of the steps for moving beyond it is educating the modern day serfs (our peers) about reality as it is and alternative visions of a future where we are no longer selling our labor to the owner class. It will take generations.

by yesbut

4/17/2026 at 10:08:56 PM

Worth mentioning that Chinese people have a vastly different perspective on new technology, in the west people are incredibly pessimistic. It's not the technology itself, it's the surrounding system that makes that difference. The alternative vision for the future already exists.

by lyu07282

4/17/2026 at 6:09:53 AM

Primogeniture is not actually unreasonable if you consider that children can range in ages say 15 to 20 years. On average the oldest is most mature and experienced. Both reasonable qualities up to certain point. If your existence depends on decision of single leader. I generally would pick the 30 year old one over 20 year old or 25 year old over 15 year old. Post 30 year old, it gets different, but to around there I would reasonably expect maturity and experience to matter.

by Ekaros

4/17/2026 at 12:27:57 AM

> We're not prisoners of history. We don't have to go back to being serfs for the few people who own all the land, oil, food, energy, data centers, and operating systems. I hope.

The algorithms and bots that curate/generate content directed by accelerationists definitely want people to think that. There is a whole system in place now that can shape future outcomes just by convincing everyone that have no power when the opposite is true. The parent is probably a bot, or has been influenced by one to many there is nothing new under the sun solipsism bs.

by trinsic2

4/17/2026 at 7:28:37 AM

> I hope.

For solving all things complex, there must be a plan.

by intended

4/17/2026 at 2:15:45 PM

Have humans ever had a grand plan for society and succeeded in carrying it out such that the desired goal was reached? I'm not talking about something like the Marshall plan, which was a reaction to previous failed attempts and was created during an urgent need for such action, but a plan where a group of people figured out the best course of action, despite humanity existing in a different paradigm, and then enacted that plan and saw it come to fruit as they predicted?

by Eisenstein

4/17/2026 at 6:05:29 PM

I never got to a full plan but over the decades I had many creative ideas that try to be good but might not be. The interesting pattern is that few people are curious enough to thing (or help think) about it. Best most can do is find flaws or state it will never happen.

Never is a long time and grand plans need to be executed for their real flaws to appear. The kind of flaws that are never what we thought in advance, usually much worse.

We do need to think about it until the end of humanity. We've build countless societies/civilizations and non of them survived the test of time. It's our ultimate puzzle.

There is probably [say] someone at MS who knows how an OS should work but replacing parts in a running machine isn't easy. Burning everything to the ground isn't ideal either but it does make building more attractive.

by econ

4/18/2026 at 4:40:04 AM

The point I was making was more that trying to proactively shape society for some goal will always miss something critical and fail in a spectacular way. Look at Communism or the neocons of Bush Jr era with the Iraq invasion. It sounds smart on paper but when you execute it then it falls apart with tremendous human cost, and the people who are doing it refuse to acknowledge it until they are physically removed from the levers of power.

Now that I think about it though, it is more to do with inflexibility of the plan, rather than having a plan itself. If you are working off of a ideological commitment, rather than setting an end goal with a fuzzy time frame and a loose path to get there, then that's when you land in trouble.

by Eisenstein

4/18/2026 at 2:09:48 PM

Adaptation is good but it might turn reactionary if not populist. You also want to limit experimentation to measure results. Like when you change few or many lines of code and performance changes.

by econ

4/17/2026 at 12:31:21 PM

You might ask, What Is To Be Done?

by NoGravitas

4/17/2026 at 12:22:13 PM

[dead]

by vee-kay

4/17/2026 at 7:32:25 AM

[flagged]

by suburban_strike

4/17/2026 at 7:52:37 AM

Have you lived through governmental collapse?

by lazyasciiart

4/17/2026 at 3:34:15 PM

> If you want to continue defending women or have any say in your own fate you're going to have to bulk up to do it.

You seem to have forgotten that firearms have been invented.

by miyoji

4/17/2026 at 10:49:02 AM

>You must never have lived through governmental collapse.

I have (1990s Ukraine emerging from the ruins of the USSR).

>The children and the women will be selling ass for basic necessities, raped by both neighbors and invaders, and killed for no reason at all. Not Or. And.

Yeah, on that... Nope.

Dunno where you fantasized that from.

Prostitution for basic necessities existed, as it does in the US today (and everywhere else: poverty is the #1 reason for it).

Gangs did form. They didn't quite "seize everything they can". Protection racket was common, and preferred for the same reason that taxing a market economy is usually more profitable than a planned one.

"Invaders" weren't a thing.

Mass rapes weren't a thing.

People who "bulked up" and joined gangs, in their masses, weren't the winners.

Berezovsky, one of the most infamous Russian oligarchs, came from an academic background, with multiple publications in applied mathematics.

(Berezovsky number is a fun alternative to the Erdos number; mine is four [1])

Khodorkovsky was a chemical engineer by education who bootstrapped his business career by importing and selling computing equipment for a science education center he opened during perestroika. He used the funds to open a bank.

Gusinsky, Russia's media magnate, dropped out of engineering studies to major in theater. His diploma work was on Moliere's "Tartuffe".

Another theater major, Vladislav Surkov, went on to become Putin's chief propagandist and is primarily responsible for shaping the post-truth world we live in today.

Turning to Ukraine:

Kolomoyskiy, one of the most infamous Ukrainian oligarchs, was a metallurgical engineer.

Pinchuk, another oligarch, got a doctorate from the same university.

Poroshenko, an oligarch and a former president, got a degree in international relations and started a legal advisory firm for international trade before the USSR collapsed. His school buddy Saakashvili became the president of Georgia.

I can go on and on. A few thugs did make it big (e.g. Akhmetov); they were exception rather than the norm.

As the USSR collapsed, the people with enough smarts to be able to "seize everything" were either politicians or nerds.

Your strongman fantasy has no basis in reality.

"Nature" valued people with PhDs, it turns out.

[1] https://mathscinet.ams.org/mathscinet/freetools/collab-dist?...

by alterom

4/17/2026 at 12:55:51 PM

Nature values intelligence and strength. Some, like OP may have the latter but lacks the former. I call that a tool.

by guzfip

4/17/2026 at 3:49:05 AM

This a very silly view of the past through modern eyes. Intelligence, cunning, and wit have always been immensely valuable. Read the mythology of literally any culture for examples.

To extrapolate from fewer people were formally educated or literate to intelligence wasn’t valued is absurd.

As for your part about reading and writing. Literacy has always been a very valuable skill that would increase your social standing. It was scarce and difficult to acquire before the printing press, but it was always valuable.

by sarchertech

4/17/2026 at 3:57:35 AM

You could drop the first sentence without losing anything other than an unnecessary insult.

by metabagel

4/17/2026 at 5:56:57 AM

Personally, I find "silly" to be a useful adjective to sum up your impending disagreement without being insulting.

by KPGv2

4/16/2026 at 9:25:59 PM

I don't disagree with your overall point, but I do think that ingenuity, problem-solving, impulse control, and the ability to delay gratification and reach long-term goals have always been valuable skills.

You might still only be a farmer if you're smart, but you can at least be one of the more productive farmers with a more smoothly running farm.

by munificent

4/16/2026 at 10:09:54 PM

I agree. Studies show time and time again that smart people are more efficient even at tasks that may not look like they require a smart person. So while people might not have been paid to do thinking jobs I don't buy that the intelligent did not always have had an edge, all else being equal.

by rowanG077

4/16/2026 at 10:23:51 PM

What if this is modeled around the premise that in any situation where reasoning can be used, someone would have access to super-human reasoning?

Where does the human in the loop somehow manage to utilize super-human reasoning better than another person?

I'm not suggesting it's impossible, so much as wondering if we can reach a place where the human is truly irrelevant to the process, and can't make a better decision than the superhuman entity.

I'm not sure this is ever possible. It's more of a thought experiment. What's between here and there? Right now we can use pseudo-intelligence from silicon to our advantage, and being smarter than average is clearly a massively outsized advantage. It's similar to how being able to automate tasks gives you an outsized advantage, yet in so many more ways. But what if that advantage thins or even vanishes?

by steve_adams_86

4/17/2026 at 12:06:08 AM

> all else being equal.

"Load bearing phrase", as they say.

A stupid ass that just keeps pushing on often goes further than a smart ass who gets distracted.

by B1FF_PSUVM

4/17/2026 at 8:23:00 PM

The point here is not that intelligence is somehow the super property where if you have slightly more intelligence then your neighbor that means you are better even if they are stronger, need less sleep, are more dexterous, are more mentally resilient etc. The point is that intelligence is an advantage.

by rowanG077

4/17/2026 at 2:03:16 AM

But they might be pushing in the wrong direction.

by infinite8s

4/17/2026 at 3:22:21 AM

Agree. If you've ever spent serious time in the country with farmers, the level of ingenuity is impressive among many, and they benefit from it greatly. As the grandson of depression farmers, I noticed intelligence mattered a lot, even if just for survival.

by drewnick

4/17/2026 at 5:52:40 AM

We're all hand-waving away the fact that there is no un-claimed farmland in the US. It's all owned already. You can't invent your way into possessing farmland. You will have to buy it from someone who no longer has any willingneess to sell it, unless you get lucky and find a dying person with no friends or family. If all we have is farming, no one would part with the land, as it's a valuable, vital resource.

None of this Jack inherits but wants to live in the big city and be an architect. He'll inherit and keep because there is no architecture job to be had.

As someone who grew up on a farm, "you may be a farmer but you could be a productive one" is so intensely depressing. Farming is a shitty job that requires insane amounts of back-breaking labor, never-ending toil, and all this at a time when climate change is going to utterly fuck over farmland and destroy crop yields.

by KPGv2

4/17/2026 at 1:12:26 AM

[dead]

by ItsClo688

4/17/2026 at 12:15:06 AM

In the same way that numeracy skills were in the blast radius of the Colossus.

People seriously underestimate how underpowered and tiny llms are for the tasks they need to solve.

A trillion parameter model can't tell the difference between left and right. We will need to grow them millions to trillions of times before they are half as good as AI boosters claim they are.

This isn't the end of thinking any more than the watt steam engine was the end of horses. It will be centuries before we get there. And by that point the difference between man and machine will be at best academic.

by noosphr

4/17/2026 at 2:10:40 AM

I don’t know about you but where I live only some rich people ride horses for fun sometimes; they are mostly irrelevant otherwise.

by somewhatgoated

4/17/2026 at 3:48:07 AM

Sure, but the Watt steam engine was invented 250 years ago, which is the point.

by metabagel

4/17/2026 at 2:01:41 PM

And where I live you can sometimes still see a horse-drawn cart on the roads. Albeit rarely - they are forbidden. 10 or 20 years ago it was more common. I rode one once a bunch of years ago, went with its owner to harvest construction materials from a collapsed building.

Plus, on the way here today, I passed over a favela-type assemblage I can only describe as festering. No offense meant to its inhabitants - they are more real human beings than any of us.

Point being, the future has been here for long enough. And, as the adage goes, it's not evenly distributed. I never made any money from being strong or being intelligent; my usefulness, like that of any "nerd", was rooted in knowledge arbitrage. Now that the psychopaths in charge have cognitive prosthetics, I expect to be culled.

by balamatom

4/17/2026 at 12:15:08 PM

> So what was valued? Physical robustness. Strength, perhaps brutality. Competence in physical tasks. Honesty. Parentage. Birth order (see primogeniture.) Those matter in per-technological societies, and they matter in failed societies now. Those are perhaps humanity's core values.

This is a "noble savage" conception of the past. Thinking/cleverness/craftiness was highly rewarded even in preliterate societies. Even in war, "polytropos" Odysseus comes out ahead of the dumb brutes with bigger spears.

by giaour

4/16/2026 at 9:07:43 PM

I think you forgot discipline and long-term thinking in your core values. Even before high technology, there were things to plan and resources to manage. Especially after the beginning of agriculture.

by ahartmetz

4/16/2026 at 10:45:36 PM

Long term thinking is out when you can't predict more than a few months ahead at most.

by joquarky

4/17/2026 at 12:45:51 AM

Seasons, at least, are entirely predictable. Plant growth is somewhat predictable. Travel times are mostly predictable (early trading). The timeline of children growing up is predictable if (big if) they survive. Livestock lifecycles were known. They knew how long various kinds of food took to spoil.

These are very important things and most of them take place on longer or much longer timescales than a few months. Early humans weren't monkeys, and after they had left the tropics, they couldn't survive without planning because getting food is difficult in winter.

by ahartmetz

4/17/2026 at 6:00:22 AM

> Seasons, at least, are entirely predictable. Plant growth is somewhat predictable.

Decreasingly so, thanks to climate change. The increase in temp isn't the problem. It's that climate change increases the frequency of outlier temperatures on a seasonable basis. Crops don't just fail if the average is too hot. They fail if there are too many hot/cold days in a growing season. And that is the unpredictable thing we're going to be running into in the future. Certainly while we're all alive. It's already happening.

Latin American climate refugees have been fleeing north precisely because of climate change decreasing crop yields.

by KPGv2

4/16/2026 at 11:16:27 PM

You have to make those opportunities to plan long-term. Once you start to form those, it will be amazing how many opportunities present themselves.

by dripdry45

4/17/2026 at 12:36:46 AM

That's a contingent fact about the place and era you live in. Medieval peasants - the majority of people who have ever lived - were not dumbasses, not all of them - but there simply wasn't a way for even the smartest to accumulate long-term wealth. At best you could maybe get your neighbours to owe you a few more favours, and maybe once in a generation if you played every card right there might be a chance for a patriarch to acquire one more piece of land, but that's it, that's your lot. (Sure you can work your ass off and produce a bit of extra grain in a given year, but then what? It's going to rot, and selling it for money is surprisingly useless to you)

by lmm

4/17/2026 at 1:00:05 AM

Money was useful - not as much as today, sure. But traders and tradespeople existed in the middle ages, so you could buy some goods and services. Metal tools and farming implements, harnesses for horses or oxen, pots, clothes / fabrics, maybe woodwork for a house...

Some of these things you could make yourself or were commonly self-made instead of buying, but that, too, requires planning and discipline.

I'm a bit shocked that some people think of medieval life as something like Elbonia in Dilbert comics. Heck, I even find the middle ages a pretty boring time in human history, but I know enough to understand that it wasn't as simple as "everyone lived in the mud and ate mud".

by ahartmetz

4/17/2026 at 1:25:12 AM

> you could buy some goods and services. Metal tools and farming implements, harnesses for horses or oxen, pots, clothes / fabrics, maybe woodwork for a house

You could buy some temporary luxuries to enjoy, or save yourself a bit of labour on something you'd normally do yourself. But you couldn't really invest in your future the way we would today - everything you depended on had to be something you could make yourself, buying an implement you couldn't maintain would be setting yourself up for trouble. Increasing your productivity with tools wasn't a huge help because you always had enough labor available to hit severely diminishing returns on the land you owned. And any object of value is always at risk of being seized by the local lord or a passing army or what have you.

by lmm

4/17/2026 at 8:30:43 AM

No disagreement about that. A peasant couldn't even properly own farmland in the feudal system.

by ahartmetz

4/17/2026 at 10:46:37 PM

>> So what was valued? Physical robustness. Strength, perhaps brutality. Competence in physical tasks. Honesty. Parentage. Birth order (see primogeniture.) Those matter in per-technological societies, and they matter in failed societies now. Those are perhaps humanity's core values.

You're ignoring the astronomers of ancient Mesopotamia, the scribes of Egypt, the grammarians of India, the philosophers of ancient Greece, the orators of Rome, the physicians of Islam, the scholars of the Middle Ages, the masters of the Renaissance, and all the great natural philosophers, mathematicians, physicists, biologists, of all the ages up to 1800.

We are a technological civilisation, a scientific civilisation. Who do you think comes up with all the technology? Alexander, the Great Butcher? Attila the Hun? Jenghis Khan?

We live in the civilisation that was born in Athens, not in Sparta. Knowledge and wisdom always are the greatest power that shapes reality. This won't change just because OpenAI made a viral app.

by YeGoblynQueenne

4/19/2026 at 5:18:12 PM

There's literally an ancient text called `The Satire of the Trades` which bacially just pumps up nice it was to be the ancient world equivalent of a white collar worker.

by higginsniggins

4/16/2026 at 10:54:37 PM

I'm seeing a lot of comments like this lately:

"Oh well, we were in an anomalous time of social growth, time to go backwards! We won't even need to read or write or think! It's all just too bad, but that's just the way the world works, like it did in 1800." [or pick your date before any current person was alive]

Lots of people have started considering a time of significant "progress" as "an anomaly", as if the world should always just be the way it was in, say, 1800, like that was actually the realistic pinnacle of human society. You also seem to be loosely basing this argument on the availability of "rich nerds", which seems like a bizarre non-sequitur. Computing once didn't exist, and we still valued reading, writing and thinking.

I'm kind of baffled by how regularly I see comments like this. Like, come on. This is basically the AI black pill, no?

by DavidPiper

4/16/2026 at 11:19:36 PM

I have a good friend who doesn’t pay attention to any of this stuff. Nothing gets them down for long, they do pretty well with work, and just enjoy living life simply. They have amassed a reasonable amount of wealth, are moving up at their job, and just don’t pay any attention to all this stuff we here on the Internet talk about all the time. There is no AI black pill because they aren’t caught up in all the headlines and propaganda and bullshit. there are plenty of people out there like that. They are just living their lives. In some ways, we might be the ones who are the anomaly and getting hurt by the Internet.

I think, in a way, the Internet itself is the virus. It has infiltrated us and our minds. Rage and suffering are what get clicks and engagement. The Internet has become a suffering engine, which spins angst into gold.

by dripdry45

4/17/2026 at 2:37:44 PM

I believe many here are having an identity crisis and some feel so doomed, they want to others down with them.

I feel bad for them, I really do. The posts I see here are madness and so disconnected from reality it’s actually disturbing.

by grttwww

4/16/2026 at 11:57:13 PM

In the short term they may be living their life unaffected but if we're right then they will eventually become affected. Maybe this is enough reason for us to talk about this issue and try and get ahead of it. I dont think its futile or wasted.

by AuthAuth

4/17/2026 at 3:58:25 AM

They’ll still lose their job to AI, whether they’re paying attention or not.

by dalyons

4/17/2026 at 10:11:21 AM

I don't get this take. Once a modern corporation starts making money, all the people in it diligently work to expand their influence by starting new projects and hiring as many people as possible. That seems to be human nature. Why will AI tools change that? Nobody is feeling important because they manage 50 AI agents. They feel important because they manage 50 people.

What percentage of the jobs in a modern office are truly necessary? If automation had the ability to kill jobs over the long term, we'd all have been idle since the industrial revolution. But instead we keep inventing new things that we need.

by leoedin

4/17/2026 at 2:24:23 PM

There is a possibility that the agents become better at managing the company than the people and businesses become as automated as farms did during the industrial revolution.

by throwthrowuknow

4/17/2026 at 2:39:26 PM

Yeah and you’re doing a lot of heavy lifting with the term agents.

Billions have been poured into agents and there’s no sign that they will get to a place where they on the path toward generating returns to justify more good money being invested into chasing bad.

by grttwww

4/17/2026 at 12:15:02 PM

You don't have any idea what job they have, how good they are at it, what their company does, what industry they work in, whether their income is backed by labour, knowledge work, emotional connection, government relationships, capital investments, ...

See above.

by DavidPiper

4/17/2026 at 2:20:52 PM

Your point is understandable but not knowing makes it worse for purposes of discussion since we have to assume the most likely case rather than an exceptional one.

by throwthrowuknow

4/17/2026 at 9:31:35 PM

Who said AI taking your job is "the most likely" case? Even by those extreme estimates of 30% unemployment or whatever - that still leaves ~65% of jobs not lost to AI.

by DavidPiper

4/18/2026 at 4:06:20 AM

I was referring to the job

by throwthrowuknow

4/17/2026 at 1:45:33 PM

I’m assuming their job is one at least somewhat in the firing line for AI, otherwise it’s a pointless anecdote. “My friend is a plumber and doesn’t worry about AI” isn’t particularly interesting because of course.

by dalyons

4/17/2026 at 11:13:58 AM

If AI actually becomes good enough to replace intelligent people. Which, outside the online world of AI hype, is not at all a commonly accepted fact.

by djaro

4/17/2026 at 8:22:49 AM

I am not saying you are wrong, just that your comment reads as "Just because you're paranoid doesn't mean they aren't after you".

by minajevs

4/17/2026 at 1:50:35 PM

Haha. I meant it as more like… people who say “I don’t pay attention to politics at all it never actually affects me”. Well, that’s true until it suddenly isn’t. You might get away with sticking your head in the sand, you might not, hard to say it’s a wiser choice.

by dalyons

4/16/2026 at 11:45:03 PM

But ... they are only able to live their lives and amass wealth (good on them btw) because modern western society is arranged like it is - Maritime trade, international rules based order (mostly) with compatible legal systems, free and fair elections and half decent government accountability, individual rights and property systems.

Basically England Circa 1851, plus democracy.

And because it was all put together more or less accidentally, it can all fall apart. So worrying about that and trying to do something about it is like discovering that under the deck of the ship are engine rooms, rudders, riveted steel plates and navigation maps.

Its not a slight on your friend, but one would expect him to have a mental model of a rudder, even if he does not know about the impact of cavitation.

More Black pills flying around are just an indication that the rudder is hanging off or the rivets are leaking a bit. It can be fixed, as long as no one tells the passengers the ship is actually flat or the engine room is how elites maintain power.

by lifeisstillgood

4/17/2026 at 3:45:54 AM

None of modern society and economics was put together accidentally, IMO. It was purposeful, a mix of success & failures, serendipitous, and filled with mixed motives... but that's not quite the same as an accident.

A mix of political scientists, politicians, investors, entrepreneurs, lawyers, judges, scientists, technologists, and economists have tried to mold society to their own theoretical vision for at least 150+ years. Society then reacts to that in both good and bad ways. This distorts the vision, as society changes it to its concerns. And the cycle repeats.

I think of Karl Polyani's The Great Transformation has a great way of looking at the attempts to force "market society" on England in the 1700 and 1800s, and the reaction that all societies exhibit in the face of unconstrained technological or economic change. Both the imposition of change and reaction to it can be violent, it's hard to predict. We've had such a relatively steady state since WW2 in the developed nations that we're not used to this cycle.

by parasubvert

4/17/2026 at 6:13:50 PM

Accidentally is the wrong word, but considering it was never done before and had some very unusual constraints (large coal supply and coal industry, sufficient centralised state that could provide peace within its borders but had been neutered into compromise with parliamentary middle class, finance centres, maritime trade etc etc) that it was done at all does feel … unplanned?

The image that sticks in my mind the most is the Meiji Emperor in a 1870s photo dressed in a saville row suit and bowler hat. For Japan the most incredible social card to play that says “we are going to be like these foreigners and their secrets to wealth”

Nothing accidental there, but that still leaves visible joins on the Japanese soul.

by lifeisstillgood

4/17/2026 at 4:42:33 AM

A proto Torment Matrix so to speak.

by wombatpm

4/17/2026 at 10:42:49 AM

It's the influence of Curtis Yarvin who basically argues that the world went bad with the French Revolution in typical, boring reactionary fashion.

by suddenlybananas

4/17/2026 at 1:17:16 AM

[dead]

by ItsClo688

4/17/2026 at 7:03:14 AM

https://en.wikipedia.org/wiki/Dutch_Golden_Age Read the section on social structure (pre 18th century)

Then consider the role of the clergy in the Middle Ages, and say nothing of Rome and large bureaucracy (Roman engineering alone).

On top of this you need to ignore very large bureaucracies and trading networks in Asia to go far with your narrative (Persian, Turkish, Mongol, Indian and Chinese).

There were a good deal of powerful nerds before the 1700s.

by sjbzbeiks

4/18/2026 at 10:02:26 PM

Not that many. They maxed out around 2% of the population in pre-industrial societies. See Pikkety's "Piketty's Capital and Ideology. (2022) He goes into this in some detail in the early chapters.

My point here is that the prevalence of smart people in the population exceeded the demand for them until the second half of the 20th century. Then, for one human lifetime, large numbers of smart people were needed. That period may be ending.

It may have already ended. In the US, about half of college graduates have jobs that don't require a college degree.

by Animats

4/17/2026 at 1:00:53 PM

> So what was valued? Physical robustness. Strength, perhaps brutality. Competence in physical tasks. Honesty. Parentage. Birth order (see primogeniture.) Those matter in per-technological societies, and they matter in failed societies now. Those are perhaps humanity's core values.

This is some weird manosphere bullshit. Pre-industrial societies invented philosophy and writing. People across the world know the name of Socrates from 2500 years ago. They know stories from Homer 2800 years ago.

It's a mistake (a) to think pre-industrial people were grug-brained cavemen (b) that we're going to revert into the same cavemen because a computer can do your pointless six-figure office job.

by hdndjsbbs

4/16/2026 at 11:04:23 PM

Well... 19th century engineer could have a large multi-story brownstone with family and , more importantly, servants and house personnel. A butler, etc...

Today? On an engineer's salary? Ha!

by realo

4/17/2026 at 3:36:57 AM

>servants and house personnel

Which you mostly don't need today. You may have a lawn guy, take your car to a mechanic, and use a washer/dryer to do most of your laundry.

by ghaff

4/17/2026 at 10:09:59 AM

You actually need some help once you have kid(s).

by esalman

4/17/2026 at 12:45:39 PM

Some people do have live-in nannies and au pairs for kids of a certain age but I'm guessing it's not very common, at least below a certain income bracket. People do use childcare and lean on relatives (or one parent just doesn't have a full-time job outside the house) of course.

by ghaff

4/17/2026 at 5:19:01 PM

Stay-at-home parent should not really count the same as servant or house butler.

by esalman

4/17/2026 at 3:05:15 AM

Can and will happen again. I might even be a 'clever' underbutler to some misAnthropic Engineer

by calvinmorrison

4/17/2026 at 3:52:43 AM

I think that could be true for some engineers. I'm skeptical it was true for the majority.

by metabagel

4/17/2026 at 5:33:09 AM

"Famous" engineers--probably. I doubt the person taking care of the steam engines lived in a fancy house. I'd much more expect the steamship owners and captains to live in that sort of property.

by ghaff

4/17/2026 at 12:36:01 PM

Interesting take. If AI indeed takes over the thinking, could the next scarce resource be, humanity? I’d argue that strength is already taken over by the machines, at least in societies where thinking is already the dominant competence. What can we not get from AI? Friendship, empathy, connection, affection, mutual understanding? Like being real. Being present. Maybe time has come to invest in getting really good at all of that

by wouterjanl

4/17/2026 at 11:56:30 AM

> those skills were not all that useful to the average farmer.

Sorry but that is just not true.

Sure farmers aren't academics, but the sheer number of tasks, and tools required to efficiently do those tasks were vast. Innovation in winnowing was literlly life and death, as was plant/animal breeding traits.

Observing and reacting to changes in plants, lands, water, animals was critical to getting a good harvest. Packing and storing food was critical to surviving the winter.

Sure, the lack of literacy hampered knowledge recording and dissemination.

BUT, if we look mine the vast memory that is classics, knowledge, wit and cleverness were prised as often as strength and beauty.

by KaiserPro

4/17/2026 at 12:59:04 PM

The top comment is often something that just sweeps across centuries where technology has its own supreme teleology. With supreme confidence.

AI is not a problem because it is AI. It is because of political circumstances.

Think beyond the small worldview where technology and valuation are everything and you are just a pawn. Then you see that a better world is possible. The first step is then to not give up.

The premise here is that AI works well enough to automate the “smart” people jobs. No one but delusional workaholics are afraid that their job will get automated because they cling to the job in itself. So clearly, this is not about the tech itself.

There wasn’t a college boom post-WWII because technology came and demanded it.

> That may be where we go once AI does the thinking. That's where we go when smarts are not a scarce resource.

Take me by the hand, circumstance. I am yours to be swept away.

by keybored

4/17/2026 at 2:39:35 AM

I'm not aware of any jobs where physical robustness is the primary job attribute. The machine is always better.

There are jobs that demand robustness, but they are about applying knowledge in extreme conditions, not about letting an AI do the thinking.

by LorenPechtel

4/17/2026 at 3:27:21 AM

> I'm not aware of any jobs where physical robustness is the primary job attribute.

Not really disagreeing with you, but there are a few obvious examples. A lot of construction jobs are still labour intensive, and I've seen a lot of people who don't last the first day, let alone their first week. Also, security jobs, say in nightclubs, also value physical robustness. Orderlies in hospital, require the ability to move bodies, alive and otherwise. The machine is usually better.

by quantummagic

4/17/2026 at 9:11:53 PM

There are a lot of jobs where physical robustness is an important job attribute. That's not the same as saying it's the primary attribute, though. You aren't paying that construction worker to lift things, you're paying him to place things correctly--a skill computers still fare quite poorly at. Lifting is not the focus.

by LorenPechtel

4/17/2026 at 7:43:48 AM

There are plenty of occupations that benefit from being "smart". Construction is one of them, and if you study a bit medieval or renaissance architecture, you'll be amazed by what our ancestors were able to do with just a few analog tools.

The same goes for other occupations, and...farming. Breeding cattle is a complex science, so is growing crops consistently and valuing the production.

by Saline9515

4/17/2026 at 8:16:08 AM

I used to be in construction. My family were the ones you would call when the average builders couldn't do the job. We were very busy, but it didn't translate into making more money. If we charged more we would get hired for the hard bit only, and let the cave men do the rest.

When nail guns and cheap power tools came in, every other yokel was suddenly a builder. That is when I got out

by jimnotgym

4/17/2026 at 1:01:37 PM

If you've done almost anything with LLMs you would know that you need to be intelligent to get good results when using them. This means, you need to be good at articulating your ideas, clearly in English. So it's more like an exoskeleton than replacement, at least for now.

by bamboozled

4/16/2026 at 9:38:32 PM

These takes ignore how much more important critical thinking is becoming, as LLM's are clearly unreliable and prone to slop.

by JohnMakin

4/16/2026 at 10:47:32 PM

I don't know. Critical thinking can become a liability when you're the only one who puts guardrails on people's preferred perception of reality.

by joquarky

4/17/2026 at 1:25:17 PM

Assuming there must be a reliable and high-quality outcome. There's nothing stopping things just becoming unreliable and bad without alternatives.

by duskdozer

4/17/2026 at 6:06:21 AM 

  > So what was valued? ...
None of that was valued much compared to lineage, though.

by rixed

4/16/2026 at 11:35:35 PM

Maybe I am being naive but I think there will always be room for smarts.

Every professor at any university has a dozen more project ideas than they have graduate students, every factory boss has a dozen more optimisations than ways to implement them, and looking up into the night sky we have 95% of it that cannot be explained.

The gap is not too few smart people, nor too few "jobs" that need smarts. The gap is being prepared to arrange society and wealth so the "job" is discovery, science, sharing. We are no longer hunter gatherers, no longer a feudal society, perhaps we shall stop being whatever this one is and try a new one.

(and no, I don't think there is a name for the new one yet (its not socialism, maybe not capitalism).

Lets just not fall back to Feudal if we can help it

by lifeisstillgood

4/17/2026 at 12:17:26 AM

Yes, we have an infinite amount of knowledge work that needs done. But if AI is better at it than humans, we aren’t going to use humans.

We don’t use chimpanzees for any knowledge work today, even though they’d be better at it than some other animals.

by rogerrogerr

4/17/2026 at 3:47:13 AM

I think the evidence that AI is better at knowledge work without a human in the loop... is very limited.

Humans with many agents will be more productive, but the tendency has been for these models is to regress to the mean when it comes to strategic insights.

by parasubvert

4/17/2026 at 4:05:20 AM

So far, I think you're right. But the rate of progress just seems so crazy that I'm not seeing any moats that look fundamental. I hope I'm wrong and you're right.

by rogerrogerr

4/17/2026 at 12:02:05 AM

[flagged]

by larrytheworm

4/16/2026 at 9:31:53 PM

*Austen

by loloquwowndueo

4/17/2026 at 2:41:47 PM

Except what will matter in the future isn’t brute strength.

It’s ownership of capital and technology.

Plumbers aren’t suddenly getting rich. At best they’re not losing jobs at the rate everyone else is, but once so many people lose jobs then they can’t afford plumbers either. So even plumbers are worse off even if they’re not as badly off as the rest of us.

And all this assumes that humanoid robots don’t develop and succeed which is a major assumption.

by adjejmxbdjdn

4/17/2026 at 2:43:52 PM

Wow what a novel thought… not.

Dude we already live in a world dominated by capital that displaced the need for brute strength. Just go to a construction site in a developed economy. For which the returns to the owners of assets drive continual reinvestment.

Posts like this expose how many here think they bring something to the table when it’s just noise.

by grttwww

4/17/2026 at 4:14:47 AM

What a shitty regression to the mean... we need a new deal

by whattheheckheck

4/17/2026 at 3:33:26 AM

Peter Drucker identified this phenomenon as the rise of knowledge work as "the means of production" in the 1950s and 1960s. Management (of people, tasks, responsibilities, and disciplines) and knowledge work were the two sides to organizational performance. Drucker felt that "post capitalist society" was the recognition that capital ceased being the primary factor of production. No matter how much capital you throw at a problem, if you can't retain people that know what you're doing, you won't get far.

Knowledge is a unique resource compared to the other traditional factors of economic production (land, labor, and capital). It is often invested in with capital (education and tools), but it is carried with the human, and leaves with them. It is always decaying - knowledge workers should be in constant learning mode, and stale knowledge eventually becomes a drag on performance.

I'd argue the future is about knowledge workers all becoming managers. When you use agentic AI, it has the flavor of the skills of management. Management is "a practice and a liberal art", according to Drucker, one that has been in poor supply for some time. LLMs are have somewhat stale knowledge and require the human, tools, and RAG to freshen it. And LLMs will always regress to the mean. It is pretty good at pattern analysis and starts to get shaky and mediocre with synthesis. It requires very nuanced, and elaborate prompting to shape its token output towards insightful results that aren't a standard answer. For coding exercises, that can be fine, but at high complexity levels, or when dealing with issues of strategy or evaluation, it is a platitude generator and has no unique competitive advantage.

In other words, competent, talented management mixed with knowledge work is the scarcity we are heading towards. This is arguably why you're seeing the rise of "markdown frameworks" that people swear improve performance, it's the beginnings of management scaffolding for AI.

Technical folks struggle with valuing management skills, and I expect this will increase its value and scarcity.

As for "Physical robustness. Strength, perhaps brutality. Competence in physical tasks." I think the robots will be replacing that pretty shortly.

"Honesty. Parentage. Birth order (see primogeniture.) Those matter in per-technological societies, and they matter in failed societies now. Those are perhaps humanity's core values."

Ehhhhh not really? What about Christianity, where the meek shall inherit the Earth, and love is the core value (putting aside modern day Pharisees and Charlatans that twist the underlying value system)? Or Islam, whose core value is submission to God? While there have been Societies that valued parentage and birth order, that's far from universal.

by parasubvert

4/17/2026 at 7:17:39 AM

> "post capitalist society" was the recognition that capital ceased being the primary factor of production. No matter how much capital you throw at a problem, if you can't retain people that know what you're doing, you won't get far.

This leads to the reformulation of knowledge workers as "human capital", and it's hardly post-capitalist. A capitalist society is one where people assemble different forms of capital to produce capital returns that are larger than the sum of the capital inputs, where the possibilities available to you depend on the amount and quality of capital that you have access to. This is all still very relevant when discussing human capital - access to human capital is determined by the quality of your professional networks, whether you decide to be present in geographic talent clusters (i.e. cities as centers of industry), and whether you have sufficient financial capital available in trade.

AI will not transition us to a post-capitalist society. Its promise is solely the ability to replace human capital with other forms: chips and electricity. It does not spell the death of human labor any more than computers and spreadsheets did for accountants.

by solatic

4/17/2026 at 1:22:27 PM

[dead]

by npilk

4/16/2026 at 10:11:35 PM

Can't say why but I enjoyed so much reading this comment

by Gooblebrai

4/17/2026 at 12:37:58 AM

I don't need any of that. I built a life for myself with discipline and hard work. I avoid most of the drama you describe because I create my world instead of letting it be created for me.

Here are some words to live by[0]. I don't agree with everything Derek Silvers says, esp about philosophy. Its more of a guiding principle that drives rather than divides.

[0]: https://fluidself.org/books/self-help/how-to-live

by trinsic2

4/16/2026 at 2:09:20 PM

This is a must-read series of articles, and I think Kyle is very much correct.

The comparison to the adoption of automobiles is apt, and something I've thought about before as well. Just because a technology can be useful doesn't mean it will have positive effects on society.

That said, I'm more open to using LLMs in constrained scenarios, in cases where they're an appropriate tool for the job and the downsides can be reasonably mitigated. The equivalent position in 1920 would not be telling individuals "don't ever drive a car," but rather extrapolating critically about the negative social and environmental effects (many of which were predictable) and preventing the worst outcomes via policy.

But this requires understanding the actual limits and possibilities of the technology. In my opinion, it's important for technologists who actually see the downsides to stay aware and involved, and even be experts and leaders in the field. I want to be in a position to say "no" to the worst excesses of AI, from a position of credible authority.

by lukev

4/16/2026 at 2:25:40 PM

> Just because a technology can be useful doesn't mean it will have positive effects on society.

You say it in a way that it sounds like automobiles don't have a positive effect. I don't agree - they have some negative effects but overall they have a vast net positive effect for everyone.

by baal80spam

4/16/2026 at 2:33:32 PM

Their negative effects are much more vast, subtle, and cultural. You could say many of the broad and widespread mental issues we have in the US is the result of automobiles leading to suburbanization and thus isolation of people. It has created an expensive barrier of entry for existing in society and added a ton of friction to doing anything and everything, especially with people. That's not even getting into the climate effects.

The upsides of automobiles generally all exist outside of the 'personal automobile', i.e. logistics. These upsides and downsides don't need to coexist. We could reap the benefits without needing to suffer for it, but here we are.

by armonster

4/16/2026 at 5:47:24 PM

The best way I've ever heard it described is that in a car-dominant society, every new neighbor in your neighborhood is somebody in your way, taking up your spot, making you late in your commute.

The psychological effects of this are enormous and under discussed.

by 23j423j423hj

4/16/2026 at 10:54:47 PM

And in a public transport-dominant society every neighbor is also someone in your way, taking up a spot at the restaurant you walk to, filling up the subway train and therefore making you late in your commute…

There’s no free lunch. Doesn’t matter where you are, more people = more crowds.

by xienze

4/17/2026 at 1:36:49 AM

Humans are pack animals, not flock or herd. I think going beyond the Dunbar number is possibly the thing making people grumpy in highly dense areas. If people cannot know those around them in a meaningful way, do they even view them as human?

by BirAdam

4/17/2026 at 2:21:42 AM

What kind of meaningful connections can you make when you live in a city with a a large transient population and are surrounded by hundreds or thousands of people on a daily basis, come on now. People can only have so many friends and acquaintances. Just because my neighbors live across the street doesn’t mean it’s impossible for me to talk to them. I have about a half a dozen people in the neighborhood I know well and have work acquaintances and long term friends. Which is plenty. This whole suburbia is isolating thing is being a bit dramatized here, sheesh.

by xienze

4/16/2026 at 5:00:41 PM

I think a lot of it depends on personal opinions on what society should be like being treated like objective truths.

by Waterluvian

4/16/2026 at 5:57:43 PM

Yes exactly. Let's simplify it to the individualist vs collectivist spectrum.

Cars became a self-reinforcing driver of individualism, especially in net new geographies. The negative effects are resisted better in societies/regions that were built long before them. (For both the cultural reasons and plain physical reasons, like not having wide enough roads).

In the car centric places, a few generations later they become an indelible aspect of nature. It is impossible for most people to imagine society working otherwise. And even when they do, the collective action problems are near insurmountable. The introduction of technology has irreversibly trapped us in a way of thinking we can't escape.

This is exactly the premise of the Amish religion. You must strictly control technology to create the society you want, not the other way around.

by anon84873628

4/16/2026 at 9:14:39 PM

> Cars became a self-reinforcing driver of individualism, especially in net new geographies. The negative effects are resisted better in societies/regions that were built long before them. (For both the cultural reasons and plain physical reasons, like not having wide enough roads).

Something I recently learned about roads from Stewart Brand's new book "Maintenance" is that the first groups pushing for paved roads were cyclists:

  The Good Roads Movement of the late 19th century began as a grass-roots 
  crusade to improve roads for bicyclists. By the 20th century, it had turned 
  into a national effort embraced by the automobile industry, railroad tycoons 
  and presidents.
https://www.governing.com/context/how-gilded-age-bicyclists-...

by adolph

4/16/2026 at 8:22:31 PM

it is kind of hilarious to hear people just keep making the same arguments as ted kaczynski

by 121789

4/17/2026 at 3:06:54 AM

You mean the brilliant mathematician with the correct insights into the modern American condition?

by only-one1701

4/16/2026 at 8:24:18 PM

Neither Ted Kaczynski nor Senator McCarthy were wrong, even if we can criticize their ways and means.

by ButlerianJihad

4/17/2026 at 6:35:15 AM

what was Senator McCarthy right about?

by KPGv2

4/17/2026 at 12:38:50 AM

Crazy that someone would use this pseudonym while at the same time saying that all society's problems are caused by socialist and Communist conspiracy.

by eschaton

4/17/2026 at 9:12:03 AM

[flagged]

by ButlerianJihad

4/16/2026 at 7:16:51 PM

The thing is, the Amish don't try to tell the rest of the world that their way is the "obviously correct" way and that everybody else is doing it wrong, the way anti-personal mobility advocates do.

by CamperBob2

4/16/2026 at 8:07:30 PM

Robustly advocating for your opinions is not an act of oppression.

The advocates of the automobile have been far, far more successful at shaping US society, laws, culture and our physical environment.

I imagine that’s also true in many other nations to a lesser extent.

by jimbokun

4/17/2026 at 4:36:25 PM

And at some point, maybe it makes sense to ask why, instead of blindly accepting and propagating the hive-mind party line exhibited in threads such as this one.

by CamperBob2

4/16/2026 at 7:37:04 PM

“Anti-personal mobility” is beyond absurd, absolute loony-bin stuff.

“Anti-personal mobility advocates” do not exist. Transit advocates exist, and improvements in transit also massively benefit those who need to or prefer to drive.

by skrtskrt

4/16/2026 at 7:42:45 PM

Most motorists absolutely hate e-scooters and e-bikes. They hate them with a white-hot passion. You will never see more road rage than against a scooter when I ride it in a traffic lane. The scooter goes about 17mph, and with 3+ traffic lanes available to cars, they will pile up behind a scooter, scream out their open windows, honk and cut me off, and spit in my face: yes literally spit all over my face, because they hate personal mobility so much.

Motorists hate anything that isn't a car and is in their way. Motorists hate Critical Mass; they hate light rail or streetcars that hog their rights-of-way; they hate pedestrians (especially when pedestrians aren't wearing the right clothes); they hate Lyft, Uber, and Waymo especially; they hate big trucks and they hate Amish people with horse-drawn buggies.

Motorists will establish coalitions to vote against public transit measures in their home towns. They have come out in City Council and other public meetings, to protest and rail, so to speak, to rail against the expansion of light rail into their neighborhoods, because not only do they hate the construction, but they hate the "type of people" that light rail brings, and ultimately they hate the gentrification that comes from a fixed-route project that will ultimately close their shitty exploitive businesses and replace them with more elevated exploitation and richer moguls.

by ButlerianJihad

4/16/2026 at 8:28:07 PM

As someone who's canvassed on transit and bike mobility issues before, I think you've spent too long in online urbanism circles. There's a kernel of truth in what you say but it's exaggerated and victimized way too much. Your examples are also pretty textbook online urbanism and ignores other vulnerable road users (motorcycles, mobility scooters, etc)

by Karrot_Kream

4/16/2026 at 8:31:44 PM

No, in fact, my assertions are wholly based on in-person interactions with motorists, in conversation and on the roads. I’ve literally been spit upon and road-raged, and many voters and taxi drivers have expressed their sheer hatred and opposition to public transit.

My assertions have nothing to do with “online circles” except here where I am breaking the bad news to y’all.

by ButlerianJihad

4/16/2026 at 8:37:13 PM

If you haven't spent time in "online circles" then why is your understanding of vulnerable road users and non-car options limited to only bikes, light rail, and Critical Mass? What about rail trails projects? Does your area follow any NACTO guidelines? How does your DOT/DPW see things?

I don't deny the general idea that motorists in the US tend to have a crab mentality on the road where they want and expect everyone in the road to only be other drivers. I've also been sneered at in various ways in every non car form of transit I've been in.

by Karrot_Kream

4/17/2026 at 5:52:38 PM

If anything, the commenter's circumscribed scope of discussion only reinforces the point that they are informed by personal experience and not the internet echo chamber. Whereas you are throwing out these gatekeep-y acronyms to establish transit advocate street cred.

In my town the issues are rail trails and kids dying on e-bikes. Are my opinions on rail banking invalid if I don't know all the rules about wheelchair access ramps at the station? Come on now.

by anon84873628

4/17/2026 at 8:18:10 PM

If you're going to post something as contrarian as they did then yes. Cars are popular and the American built environment is oriented around them. You might not like it, but nobody will take your seriously if you don't acknowledge the status quo.

The exact set of topics they brought up are very online. I may be wrong about their experience with urbanism but it literally looks like something out of r/fuckcars

by Karrot_Kream

4/17/2026 at 9:48:43 PM

Or they're just one of the many people who experienced a similar "what radicalized you" moment.

This type hate is part of the status quo with cars. I've been on both sides of it - there are times I catch the entitlement building within myself as a driver!

by anon84873628

4/16/2026 at 8:07:43 PM

e-scooters kind of sit in an uncanny valley of shittiness. I'll upfront say it's not at all fair to anyone using them responsibly, but there's a lot of cultural baggage that is going to make them uniquely reviled compared to alternatives. For instance, I've longboarded all around the city of Dallas for years and nobody has ever honked at, cut me off, or spit on me. But temporary rental scooters with no permanent docking station carry with them the stigma of:

- People riding them on sidewalks to putting pedestrians in danger

- "Parking" them right in front of someone's gate, blocking the entrance to their house

- Obviously drunk partiers using them in lieu of getting a ride or taking the bus

- Groups of them sitting around half knocked over completely blocking a sidewalk or other pathway meant for cyclists, runners, walkers, and other pedestrians

Fair or not, you're like the kid using a razor scooter at the skate park. Nobody likes you but it doesn't mean they hate everyone at the skate park. They just hate scooter kids.

by nonameiguess

4/16/2026 at 8:22:25 PM

Yeah I do not think there are any serious transit advocates that put time into advocating for e-scooters. They are worse and more dangerous than bikes and e-bikes in every possible way.

And any bike lane infrastructure would benefit e-scooters anyway, so riding them in the road at 30mph below the flow of traffic is a sad hill to die on.

by skrtskrt

4/16/2026 at 10:45:43 PM

> drunk partiers using them

at least in England, if you use an e-scooter while under the influence of alcohol, that equates to a motoring offence whereby incurring (car) driving licence penalties, driving licence disquaifications (bans), fines, and imprisonment all apply, depending on circumstances and severity. I'm not sure if/why it would be different anywhere else

by 867-5309

4/17/2026 at 7:56:33 AM

In most places you don’t need a drivers license to drive one.

by lazyasciiart

4/16/2026 at 7:50:49 PM

I assumed comment is referring to people that advocate for transit as “anti-personal mobility”, they are counting cars as the only “personal mobility” which is beyond laughable.

by skrtskrt

4/16/2026 at 7:37:32 PM

It's the folks pushing cars that are both the most strident and the most successful at pushing their "obviously correct" way onto everyone, at least in the US.

by tikhonj

4/16/2026 at 8:39:06 PM

Cars are not popular becuase people pushed them. Cars are popular because the utility is undeniable.

This is true for any kind of transformative technology. Marketing and lobbying can only get you so far. If something has enough utility, it will be used regardless of what people say they want.

by Negitivefrags

4/16/2026 at 8:57:35 PM

> Cars are not popular becuase people pushed them. Cars are popular because the utility is undeniable.

I think this is somewhat of a chicken and egg problem. Cars' utility is undeniable partially because society has twisted itself thoroughly around The Car being an assumed part of it. This societal change was both pulled (by car customers) and pushed (by car manufacturers).

by ryandrake

4/16/2026 at 9:39:43 PM

Yes absolutely—I think cars have obvious utility as machines, but there has now been 100 years of building everything around them and changing laws in such a way that encourages their use: through direct and indirect subsidy, land use rules that largely outlaw building cities in any way other than sprawl that itself increases the importance and utility of cars, and various other preferential regulations that often tolerate the harms in a way that is not applied elsewhere (c.f. panic over e-bike safety vs American highway safety overall).

by macNchz

4/17/2026 at 1:12:18 AM

Cars won because they were (and are) better than the alternatives. The need for powerful individual transportation with utility has always existed, and was originally met with horses. Bicycles meet the transportation need, but not the need for utility. Cars do both, and they do it better than anything else. Even before fueling infrastructure was rolled out, you could still run a car on petroleum you bought from the chemist, which is still infinitely better than the acres of pasture you need for horses. If you had an early diesel, it would run on oil, which is even easier.

The idea that cars needed all this infrastructure that other alternatives didn't just doesn't match the reality of the history of the automobile. And yes, we've leaned on those advantages in the century since, which has also created vast areas where a car is necessary to participate in society, but we only did so because the advantages and utility were so undeniable.

by coderenegade

4/17/2026 at 9:54:30 PM

[dead]

by anon84873628

4/17/2026 at 12:02:55 AM

I don't think a armonster was quite claiming it to be "obviously correct". But rather taking it for granted that this a valid hypothesis:

- We would have gotten most of the social utility of automobiles, without most of the social negatives, if personal vehicles had mostly never happened.

And implied from that, we should stop having them now.

Given the known ills of society, I think those negatives are pretty uncontroversial. To the point that personal car proponents have some burden to explain why we should keep it up.

by anon84873628

4/16/2026 at 7:33:47 PM

THIS. But the car/oil companies did do bad things like work to undermine public transport & EVs back in day. Now we have sprawling burbs & social isolation. Phones, death of 3rd spaces & church going, etc. made it worse as people stopped having bigger families, leading to even more isolation.

by the13

4/16/2026 at 7:11:31 PM

>personal opinions on what society should be like

Anyone who still even has a personal opinion at all pertaining to what the world should look like distinct from swallowing whatever 'the market' has decided to impose on them is worth listening to.

That's the most interesting thing about the situation of technology today. Most technology is banal, what's notable is that apparently now a culture needs to be in possession of 'objective truth' (no such thing exists) to defend what is, by definition, a subjective way of life.

by Barrin92

4/16/2026 at 9:23:32 PM

I don't think it's fair to say suburbanization lead to isolation. I think factors like social media have had a much bigger impact.

It's not like you're living away from any people - you have 100 other neighbours living on your street!

by sambellll

4/16/2026 at 10:34:52 PM

Proximity doesn’t automatically result in interaction, though. If every one of those 100 people get in their private mobile room every time they leave their private mobile room there is no chance for any of them to interact.

by jakeydus

4/16/2026 at 10:48:45 PM

100+ years ago, certainly more people lived in rural areas. In Canada and the US, pre 1900s, it was something like 70% of the population was rural.

Cars came in parallel with a lot of change.

by b112

4/16/2026 at 2:45:53 PM

The upsides of automobiles, or personal mobility in general, are enormous. I can go wherever I want, whenever I want along with other people and cargo. I don't have to wait for a schedule set by someone else, or worry about union strikes. I love my cars!

by nradov

4/16/2026 at 8:43:23 PM

This is true, although I have to say as someone who doesn't own a car, good public transport can avoid most of those issues. I live in a small-ish city (500K - 1M pop, depending on how you count it), and I can get pretty much anywhere I need to without worrying about schedules and certainly without worrying about strikes. The biggest issue is getting out of the city - that's when it's usually more important to worry about schedules, but it's still mostly doable - and occasionally transporting furniture or something like that.

On the other hand, the benefits I get from that public transport are incredible - it's cheap, it's always there, it requires minimal logistics in groups (no trying to figure out who goes in what car and needs to be dropped off where at what time), it works regardless of my level of inebriation (admittedly I've not pushed that one to any sort of extreme yet), it's safe enough for children to travel independently (no dropping them off and picking them up), and it's largely accessible for people with difficulties walking or moving about.

I think a big part of the issue is that people have tried out poor public transport infrastructure and recognised - often correctly - that their car is way better for them. But good public infrastructure can often be far more convenient than cars, it just requires people to be motivated enough to build and finance it. A neighbour of mine didn't notice his car had been towed for a week because he used public transport so much and so rarely touched his car. When he'd parked his car it was fine, but then they needed to block of the street to do some work somewhere, and he didn't notice they'd confiscated all the cars there. That's the sort of effect that good public transport can have - so comfortable that you can forget you even have a car.

by MrJohz

4/17/2026 at 3:36:27 PM

You can go wherever you want whenever you want... until everyone does this and now you are stalled in traffic with no end in sight.

by cgannett

4/16/2026 at 3:11:23 PM

Those are all enormous benefits to you and you alone. The greatest thing about cars are the things they do for you.

In order for someone else to have those benefits, they also need a car.

If as a society, if we could feel the same way about public transit, bike lanes, sidewalks, that you do about your own personal vehicle - we'd be better off.

by kraquepype

4/16/2026 at 5:50:44 PM

It's the toxic American hyper-individualist mindset. As an American, I hate it so much.

by archagon

4/17/2026 at 1:39:38 AM

Hyper-individualism goes a long way in eroding racism and sexism though, urging people to view others as individuals rather than members of some larger group. I’d rather hyper-individualism than hyper-collectivism. Once you consider someone first as a member of some other group, the marginalization and then erasure of that other becomes easier.

by BirAdam

4/17/2026 at 5:08:26 AM

[dead]

by s5300

4/16/2026 at 3:23:28 PM

[flagged]

by nradov

4/16/2026 at 3:43:14 PM

[flagged]

by kraquepype

4/16/2026 at 3:08:20 PM

[dead]

by jasonmp85

4/16/2026 at 3:19:25 PM

[flagged]

by code_for_monkey

4/16/2026 at 5:04:50 PM

[flagged]

by VirusNewbie

4/16/2026 at 5:49:33 PM

No, they're a "fuck the C-suite, we're the ones who actually run this joint."

by archagon

4/16/2026 at 8:56:59 PM

You could always join the union at a unionized shop.

It’s not like they’re the doctors guild that purposefully restricts the number of new doctors per year.

by lovich

4/17/2026 at 4:44:35 PM

Unions protect existing members at the expense of people breaking in. You can look at teacher's unions to see how this plays out. Older tenured teachers cannot be fired, new teachers have to fight for the few open positions for a fraction of the pay, and are allowed to be laid off.

This is not unique to the teacher's union.

by VirusNewbie

4/16/2026 at 3:25:05 PM

[flagged]

by nradov

4/16/2026 at 7:28:47 PM

Yes! Only certain people are allowed to practice their first amendment rights. Separate but equal is a great way to run society!

by shimman

4/16/2026 at 3:45:48 PM

[flagged]

by code_for_monkey

4/16/2026 at 8:03:58 PM

There are countless use cases for point to point personal transportation not covered by public transit options.

by jimbokun

4/16/2026 at 8:15:09 PM

Most of these use cases exist because of the prevelance of personal vehicles. We reach for cars because they are there. We see the world through windshields, so when problems arise we conceive of car-based solutions. Cars force us into city designs and styles of living that require cars. That is to say, cars necessitate cars.

by poncho_romero

4/16/2026 at 9:29:57 PM

Everyone hates cars until they need an ambulance.

Yes, obviously there are many negative externalities to a car-driven culture, but just like we can easily become blind to the diffuse societal costs of a piece of technology, I think a culture of nay-saying makes it very easy to be blind to the diffuse value of a piece of technology too.

Loud stinky cities full of pollution and climate change are obviously horrible.

But we easily take for granted how amazing it is to be able to drive to a mountain and go for a hike, or call an ambulance, or go to a restaurant when it's raining out, or safely travel in a city without risking being assaulted, etc.

Internal combustion engines are amazing and horrible.

by munificent

4/17/2026 at 12:17:46 AM

Most people that are against car-centric cities like myself are not against cars 100% but against their level of priority in the design of our cities and societies.

Many of the scenarios you mentoned aren't even that big of a deal for many. I have walked in the rain many times and somehow I was still ok. You could argue that car culture has made us soft in some ways.

Nevertheless, if we reduced our emphasis on cars in society and the design of our cities to the point where cars were mainly used for those specific cases where cars truly are by far the best options (like ambulances) we would have more livable and walkable cities and ironically cities where it is nicer for those who really really want/need to drive since everyone and their mom wouldn't be driving because they aren't forced to drive to everything. Fewer people clogging the roads like my co-worker who would watch Netflix while she drove to work. Obviously she didn't have a passion for driving but was forced to because she lived in a sprawling metro with terrible transit options.

by Lord_Baltimore

4/18/2026 at 10:28:25 PM

I agree a middle position where cities are dense and people-focused but where cars are still available would be ideal. That's pretty close to what I have here in Seattle and it's nice. I have a car and can park it by my house, but I don't use it for commuting to work.

(Well, I do right now because I'm recovering from surgery and can't walk to the bus stop. But I don't usually drive to work. Which is kind of my overall point. It's very easy for able-bodied younger people to think cars aren't necessary, but not everyone is so mobile.)

by munificent

4/17/2026 at 1:33:41 PM

I like being able to use a car. I don't like being effectively dependent on using a car to go anywhere.

by duskdozer

4/18/2026 at 4:22:21 PM

Love the car. Hate the drivers. Soon we'll be able to get 100% of the benefit of cars (anytime anywhere private transportation), with almost none of the drawbacks (time waste, safety, cost, pollution, traffic, parking).

by xnx

4/17/2026 at 12:10:17 AM

Urbanization has separated far more families than suburbanization, so the isolation argument, as if suburbanization is the core cause, doesn't make sense to me.

by BobbyJo

4/16/2026 at 2:50:35 PM

This is a willfully ignorant and wildly incorrect take. Your isolation argument completely neglects socialization with family and friends that is supported via automotive mobility. Do you also somehow have the impression that automobiles somehow forced suburbanization? I think not- you don't want others to have the freedom to choose anything other than some industrialized urban existence. The effects of the automobile are vast, subtle, and cultural- and overwhelmingly positive

by 1234letshaveatw

4/16/2026 at 8:14:03 PM

I would be very surprised if you could show a study demonstrating increased use of automobiles improves socialization with family and friends.

by jimbokun

4/16/2026 at 8:49:13 PM

Me going to the movies, sample size of one (big brain journal, 2026)

by 1234letshaveatw

4/16/2026 at 6:14:28 PM

automobiles -> suburbanization -> isolation -> mental health crisis seems like a fairly easy hypothesis to test since there are still millions of people in america living densely and carless in places like nyc and you could demonstrate that they have a statistically significant gap in mental illnesses. so easy to test that i bet several people already have and you could just check.

by sambishop

4/16/2026 at 7:25:00 PM

Yes, they have. And they found it to be correct.

> living in dense inner-city areas did not carry the highest depression risks. Rather, after adjusting for socioeconomic factors, the highest risk was among sprawling suburbs

https://pmc.ncbi.nlm.nih.gov/articles/PMC10208571/

by lazyasciiart

4/16/2026 at 6:20:14 PM

I can tell you as a resident of New York City that the negative effect of the automobile on the built environment is very much present here as well.

by couchand

4/16/2026 at 6:28:08 PM

for sure! but that's irrelevant to a causal chain that includes "suburbanization", since you're not in the suburbs (in manhattan at least, the walkability does drop off pretty quickly)

another interesting tack: how long did we have cars before we started talking about a widespread mental health crisis? is there a more parimonious explanation, like a different event that is located closer to it in time? perhaps smartphones or the internet?

by sambishop

4/16/2026 at 8:17:34 PM

I think you are too focused on one problem caused by cars. Even if they didn't cause mental health problems due to isolation (seen most prominently in suburbia), they cause enough other problems to warrant pushback.

by poncho_romero

4/16/2026 at 8:21:02 PM

arguments are not soldiers. i am specifically responding to the claim that cars leads to suburbs leads to mental health issues. i am not a partisan in the greater car wars.

by sambishop

4/16/2026 at 7:13:54 PM

It is not merely suburbanization that has been caused by cars, but also the very urban fragmentation. Immigrants are no longer permitted to live in enclaves, ghettos, or the same neighborhood with one another.

Another thing about "this mental health crisis" is that it has been ongoing for many decades before we noticed it and before it was brought to the forefront. "One Flew Over the Cuckoo's Nest" was out and then President Reagan approved the mass closure of asylums. What happened was that massive numbers of citizens had been condemned and committed by their relatives and "put away" in homes, facilities, and institutions, and then Reagan shut 'em all down.

Today, the mentally ill live among us. Either their families care for them, or they live in jails/prisons because they became criminals and were convicted, or they live independently/on the streets. The mentally ill live now in "virtual institutions" where their chains and restraints consist of drugs. The drugs are what keep them connected to their home clinics and their psychiatrists. The drugs keep them coming back for more, month after month, to their pharmacies and clinics. The drugs they are convinced they cannot live without, making them compliant and unsure of what is really going on in their lives.

The non-criminal mentally ill are mostly encouraged to integrate and socialize, to seek employment and try to simulate functional human beings in society. So they live among us and they are causing more noticeable issues when they interact with people possessed of more sanity. The mentally ill are probably less likely to drive or own a vehicle, and more likely to rely on public transit, so you know where to find them.

But the mentally ill who live independently, and live with these "virtual restraints" are likewise living in fragmented neighborhoods that are not walkable and require a lot of effort to overcome the sheer distances that separate them from services and their employers. They're living among immigrants, foreigners, heathens and infidels, and on every corner is a moral trap such as easy alcohol, easy sex, easy gluttony, easy gambling that can ensnare even the sanest city dweller. These traps are, of course, legitimate businesses that cannot be shut down by a mere vice-squad raid.

So "this mental health crisis" in 2026 can perhaps be partly traced to the advent of personal motor vehicles, but I feel there are several causes that have brought it to the forefront.

by ButlerianJihad

4/16/2026 at 6:35:27 PM

You miss how this mental health crisis seemed to emerge in lock step with screentime. Not really suburbs. It is funny when people wax poetic now about the carefree latchkey adventurous childhoods of the boomers or gen x. I mean all of that stuff was little adventures happening in the suburbs. Nothing else to do inside so this is what would happen. You give that kid along with the rest of the kids in the neighborhood, well, tiktok there's your isolation and mental health crisis source right there. At least in the early dialup days kids were kicked off periodically so parents could use the landline, and there just wasn't such a bottomless well of content either to spend all waking time consuming.

EDIT: missed your other reply a few mins earlier alluding to smartphones already

by asdff

4/16/2026 at 8:51:18 PM

That's a common narrative in popular culture (especially since the publication of Jonathan Haidt's The Anxious Generation), but it doesn't really bear out in data. Smartphones don't really have a discernible impact on mental health at a population level.

The idea is that teen mental health got dramatically worse in the early 2010s at the same time as social media began to become ubiquitous, but this is likely a coincidence. The underlying metrics we're tracking here are self-harm hospitalizations, and concerns about teen self-harm were already growing in the early 2000s. This leads to a bunch of new guidance getting published which increases teen mental health screening, tracks mental health status as a cause of injuries, and forces insurance companies to cover associated costs.

It's one of those situations where our stats about a problem increased as we became better at tracking it. Teen suicidality is actually WAY down over the past ~30 years.

Qualitative data is, of course, much harder to work with than hospitalization numbers, but the data we do have suggests a weak correlation, if any, between phone use and poor mental health— see https://pubmed.ncbi.nlm.nih.gov/30944443/, which suggests phones can explain at most 0.4% of variance in well-being among teens. [1]

It feels like common sense that social media is bad for you, and sure, there's plenty of work to be done in understanding how and why social media can cause harm. But the idea that there's some big crisis just doesn't pan out.

Info drawn from https://podcasts.apple.com/us/podcast/the-anxious-generation...

[1]: In fairness, Haidt published a response to this article featuring a new, bespoke set of controls for the data. His analysis suggests that the impact of social media use on mental health is nearly twice as large as that of being sexually assaulted and four times larger than hard drug use (which itself has a slightly larger effect size than wearing glasses). Personally, I don't find these conclusions plausible at all. Maybe Haidt's been p-hacking, or maybe the data set is worthless. I couldn't say. https://www.sciencedirect.com/science/article/pii/S000169182...

by bccdee

4/17/2026 at 6:43:35 PM

you have to deal with selection bias - those are presumably very different groups of people selecting into the type of environment they favor at some level, albeit aconstrained by affordability

by littlexsparkee

4/17/2026 at 12:57:45 AM

Except rural communities are both more car dependent than cities, and have more tightly knit communities, so isolation probably isn't just a function of owning cars. Cars are probably the wrong mode of transportation for large cities, but then the question becomes: is that how we should all live, and to what extent does a better solution for the group override a better solution for the individual? Because, like it or not, cars are a better personal solution if you aren't bumper-to-bumper in a commute. I'm not going to take my dog or my surfboard on the bus or a train, and I have a life that doesn't end at the city's boundaries.

by coderenegade

4/16/2026 at 2:48:35 PM

> You could say many of the broad and widespread mental issues we have in the US is the result of automobiles leading to suburbanization and thus isolation of people.

Yes, you could say that, though I'm not sure who would actually say that seriously.

by prescriptivist

4/16/2026 at 3:34:59 PM

Respectfully, without judgement, your perspective may be wildly skewed because you’re American (going by your post history). I suspect the negative externalities in a society built around cars don’t register with you because to you it is the normal state of the world. As a Dutchman, I grew up in a built world that is based around the human scale and to me your parent’s claim comes across as astonishingly obvious.

by nehal3m

4/16/2026 at 4:33:54 PM

I didn't really say what my perspective is on whether the suburbs are good or bad or cars are good or bad. I think there are plenty of reasonable arguments as to whether they are or not. What I am dubious about is that they are somehow the source of some hand-wavy "widespread" mental health issue in America.

by prescriptivist

4/16/2026 at 4:36:01 PM

I wouldn't be surprised if it contributed significantly because of the lack of (access to) third places [0] it breeds, but that is conjecture on my part, so fair enough.

[0] https://en.wikipedia.org/wiki/Third_place

by nehal3m

4/16/2026 at 6:26:31 PM

I would be hesitant to draw that correlation. IMO cars give you more access to third places, not less. With a car one can cover far more ground in a given 30 min drive after rush hour died down probably in every city in the world, than what one can cover in 30 mins walk and transit ride (especially when transit schedules might favor a commute into the central part of town vs some off peak trip to a random corner of town).

Say what you will about the ills of the car, but it takes a lot of specific context for them to emerge as the worst option of transport from an individual perspective. Really most of the cars ills are from their collective harms, something most can't appreciate as a tragedy of the commons sort of failing.

by asdff

4/16/2026 at 8:20:02 PM

Yes, cars mean you can cover more ground in 30 minutes, but they also push EVERYTHING further apart. And what about parking? I can get very far on foot, by bike, or by train in 30 minutes, especially in an environment that hasn't been made artificially sparse by accomodating cars.

by poncho_romero

4/16/2026 at 4:48:15 PM

There's no shortage of third places in the American suburbs, you just have to drive to them. I'm sympathetic to the argument that walkable third places are better third places because I lived car-free in New York City for a decade and enjoyed many of them. But living in the suburbs or exurbs doesn't inherently mean you don't have access to shared communal spaces.

If I believed there is a crisis of isolation in the United States and degradation of community, I would first focus on more recent technologies, say ones introduced around 2007, than on technologies introduced in the early 1900s.

by prescriptivist

4/17/2026 at 1:49:46 AM

If anything, the golden age of third places coincided with the golden age of suburbanization, which was obviously heavily car dependent. Their death almost certainly has more to do with financialization making it harder for small businesses to stay afloat, a drop in demand due to competition for attention, and decreasing work-life balance eroding people's ability to socialize.

In my grandfather's day, one income was enough to support a household, and there was less free work being done on the job, which meant fewer hours and being less drained at the end of the day. And yes, people spent less time commuting, meaning they had more time and energy for socializing after work. But communities were also more decentralized, and population centers had fewer people in general. A big part of the problem is that modern cities can be massive, and invariably funnel people to a handful of work districts, which just doesn't scale. When you double the distance to the CBD, you quadruple the number of people coming in (give or take, it's not exact because we tend to increase density close to the CBD as a response to this). Take it from someone who's lived in a place where cars aren't really necessary, the logistics of urbanization are still a crap experience when you're crammed into a train carriage during rush hour. It's common for people to commute for 90 minutes on public transport in Asian megacities, for example.

by coderenegade

4/16/2026 at 3:51:03 PM

The Netherlands has 513 cars per 1000 people compared to the US rate of 779. A significant difference, certainly, and it's plausible that there's a threshold effect where a society built around 50% more cars faces unique problems. But this doesn't at all seem consistent with the original idea that automobile technology itself is bad.

by SpicyLemonZest

4/16/2026 at 4:49:00 PM

Car ownership is not a good proxy for how important cars are to living well in a particular place, when the places you're comparing have completely different design philosophies. If you look at how many trips the average Dutch car owner takes by car vs. how many trips the average American car owner takes by car, I guarantee you there will be a much larger difference.

I'm also not sure that anyone was claiming automobile technology itself was bad, just that in many places at many times it has been used in suboptimal and harmful ways.

by sobjornstad

4/16/2026 at 5:01:04 PM

I definitely agree that merely having automobiles doesn't require adopting characteristically American urban design philosophy, and that this philosophy isn't very compatible with dense walkable urbanism. But I don't see how to interpret

> The upsides of automobiles generally all exist outside of the 'personal automobile', i.e. logistics. These upsides and downsides don't need to coexist. We could reap the benefits without needing to suffer for it, but here we are.

other than as a claim we should not have personal automobiles.

by SpicyLemonZest

4/16/2026 at 4:12:11 PM

You might think so, but a flat number comparison doesn't do justice to the vast differences in urban planning. Check out this video, it describes Dutch urban planning pretty well: https://www.youtube.com/watch?v=d8RRE2rDw4k

by nehal3m

4/16/2026 at 3:53:58 PM

I suppose in the Netherlands they use carts and horses to stock up the supermarket? To transport coal to the powerplant (or the wind turbine blades to where the wind turbine will be built)? Surely a bicycle isn't enough for that.

You might be only talking about personal cars, but you've got to remember that trucks share the same infrastructure cars use. Modern city wealth wouldn't be possible without engined vehicles driving on roads (maybe if you went really crazy with rail that could be exception). You take away personal cars and either the infrastructure stays or your city wouldn't be possible anymore either.

But even beyond that - personal cars provide a level of freedom and capability to the general population that no other technology can match. Trains suck, buses suck, passenger ships suck, planes are uncomfortable (but otherwise pretty good). Bikes don't work with long distances, multiple people, the infirm, winter (riding in the winter is a great way to get injured, two-wheeled vehicles don't do well with ice), bad weather, if you need to be presentable when you arrive. Oh, and bikes get stolen. Constantly.

by Aerroon

4/16/2026 at 4:15:02 PM

There's a lot of people in this comment thread interpreting the post's analogy as "ban all cars forever" rather than "consider how to use them as part of a wider societal strategy that makes places better for everyone".

You can implement all kinds of transport badly. Trains can suck if they don't take you where you want to go, bicycles suck if wherever you live doesn't provide acceptable parking methods.

Cars are great in a vacuum, but once a city decides it's going all in on cars and bulldozes the place, they provide problems for anyone else. Buses will suck because they're stuck in traffic and walking will suck when you're getting around on the side of 3 lane highways or vast surface parking lots. Most importantly, driving will suck, because everyone has to drive everywhere, and that creates more traffic for the rest of us. You get in a doom loop where you build more lanes, which drives more vehicle traffic. If you make the alternatives more viable, people take up those alternatives and vehicle traffic eases.

by cryptopian

4/16/2026 at 4:35:42 PM

It seems like a hard argument to make that bikes can suck more than cars because of parking. As a bicycle enthusiast, I can provide you with some better reasons. You'll get rained on. You'll get sweaty. The helmet will mess up your fancy hair. You can't go as fast.

Parking is one of the biggest upsides of bikes IMO.

by recursive

4/16/2026 at 5:06:19 PM

The point I was engaging with was how urban spaces can discourage certain kinds of transport users if their needs haven't been considered. If you get to your destination and have to hunt for a nearby fence post to lock your bike to, that's a bit of friction that makes me less willing to cycle. If I know there's a nice safe, quiet route for me to take, and a sturdy rack at my favourite cafe, it's a much easier decision.

by cryptopian

4/16/2026 at 5:25:50 PM

Parking is one of the biggest downsides of bikes IMO.

Bikes are great, I ride mine whenever I can. But most places lack secure bike parking and the police don't take bike theft seriously. So sometimes I drive my car even to places where I could easily ride a bike just because I'm confident the car will still be there when I get out.

by nradov

4/16/2026 at 5:58:57 PM

Yeah, that's a real problem. For practical urban riding, I use a beater fixie that I can replace for less than a car payment. I've had a few stolen, but that's across decades. This is probably highly dependent on your particular location. But I've also had cars broken in to.

Replacing the bike is actually a lot easier than getting the windows fixed IME.

by recursive

4/16/2026 at 6:30:38 PM

Fwiw the only place I had a bike stolen was the secured underground garage in my apartment complex. Never had issues just parking it out front while running errands or other such stuff, or parking outside work during the day. I'd figure foot traffic would keep angle grinding down. I've personally not seen angle grinding done that brazenly before, seems liable overnight though where the thief has time to work and the assumption no one is awake to hear the grinder (such as what happened in the case of my apartment).

If I can't find a good spot to actually lock up the bike though I will just bring it in to wherever I'm going. Shops or restaurants don't seem to care if a bike is parked in the corner and you can thread your ulock through the wheels and make it useless to ride off with.

by asdff

4/16/2026 at 7:07:16 PM

> Shops or restaurants don't seem to care if a bike is parked in the corner...

This doesn't scale to wider bike adoption, though.

by neutronicus

4/16/2026 at 7:43:19 PM

By that point there will be more infrastructure like more racks (and eyes on street as a result). Chances are you will be the only one doing this. But again if 10 people start doing it at once, awesome stuff for your city is coming I'm sure.

by asdff

4/16/2026 at 7:16:27 PM

> Parking is one of the biggest upsides of bikes IMO.

I think that's true at the moment, but only because there's so little demand for it. You can always find a sign post or something because no one else is snatching them up.

At the end of the day bikes are still private vehicles and, though they're smaller than cars, they aren't that small and the infrastructure to secure them (which is integrated into cars) isn't small either. So you get the same problem writ small.

by neutronicus

4/16/2026 at 9:00:25 PM

Writ very small, though. You can easily fit a dozen bikes into the space of one parking spot, if not more (double-decker racks exist!), and it is a lot easier to contrive a spot for your bike in the absence of bike racks than it is to park a car when there's no parking.

Heck—if you have a car & your building doesn't have parking, you're basically screwed. If you have a bike & it doesn't have a bike rack, you can just carry it up & put it on your balcony. At that point, I don't think you can really compare the two.

by bccdee

4/16/2026 at 7:49:14 PM

The problem is smaller and that is bad? That’s getting pretty close to the definition of better.

by nehal3m

4/16/2026 at 5:38:43 PM

> Buses will suck

Buses are only workable because of cars. We build roads for cars first and trucks second. Buses are at most 3rd in the list and getting to use them is an incidental side benefit.

No one builds enough roads for buses. They have to use the roads built for cars.

by dpark

4/17/2026 at 4:11:07 AM

Horse-drawn busses predate private automobiles by almost a hundred years.[0] The movement to pave roads was started by bicyclists decades before the rise of the automobile.[1] Cars usurped preexisting infrastructure and drove out other road users, like trolleybusses and streetcars.

We have so thoroughly remade society in the service of cars that it can be difficult to recognize any possible alternative.

[0] https://en.wikipedia.org/wiki/Horsebus

[1] https://en.wikipedia.org/wiki/Good_Roads_Movement

by dublinben

4/17/2026 at 7:26:58 AM

Paved roads have been around for thousands of years longer than the bicycle.

> Horse-drawn busses predate private automobiles by almost a hundred years.

And they used roads that already existed for transit and transport. People have always built roads.

> Cars usurped preexisting infrastructure and drove out other road users, like trolleybusses and streetcars.

This is some significant historical revisionism. You’re making it sound like all the roads were built for buses and streetcars.

The good roads movement is certainly interesting history. But I don’t think it changes the reality that buses are only workable because they are mostly piggybacking on infrastructure buit for other vehicles.

Of course, that’s rather the point of roads, that they are infrastructure that benefits many forms of transit and transportation.

by dpark

4/17/2026 at 9:37:57 PM

Roads that have existed for hundreds or thousands of years certainly weren't built for cars.

by dublinben

4/16/2026 at 7:29:55 PM

Many places build dedicated bus lanes, and a few places build roads specifically dedicated to buses, like the Queensland Busway system

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

by lazyasciiart

4/16/2026 at 7:46:12 PM

That’s cool but one counterexample does not negate the general trend. Most places have few dedicated bus lanes. Most cities have approximately zero dedicated bus roads.

Even the cited system seems to be limited and exists to connect with trains as well as buses that use normal streets. Wikipedia says that they chose buses for this expansion instead of trains specifically because there was already a strong bus system, which uses the same city streets as cars and trucks.

by dpark

4/16/2026 at 4:05:13 PM

Sure, industrial scale transport and personal transport share a rolling platform with an engine, but they're different platforms with different requirements, different economics and different lifecycles.

However, you're making my point for me. If you fail to invest in good public transport it will suck. That is downstream from designing your society around cars instead of transportation for everyone. Bikes do not work for extremely long distances (although school children here will happily pedal 10km to school and back on the daily), but those long distances are a requirement precisely because infrastructure is designed around cars. Even so you can take bicycles on trains and use them for last mile transport at your destination, or store a bicycle at your destination train station (most have lockers or guarded storage) if it's a commute.

Regarding bad weather; if winter is bad enough for bicycles to fail, then certainly it is not safe to drive either, and lethality is orders of magnitude higher. Generally though people here ride bike paths that are shovelled and brined just as the roadways are.

Bikes have their own infrastructure that they do not share with trucks. It is for human beings only.

Here's some reasons to hate cars. https://www.youtube.com/watch?v=umgi-CbaSRU

by nehal3m

4/16/2026 at 4:55:35 PM

> Regarding bad weather; if winter is bad enough for bicycles to fail, then certainly it is not safe to drive either

This is a big claim with no justification.

Cars have dynamic traction control, internal temperature control, etc. You may get frost bite on your bicycle, but almost certainly not in your car. Having four wide wheels makes the vehicle radically more stable.

Add seat belts, air bags, etc. cars have far more safety features than a bike can.

Of course, cars go faster and going faster increases lethality at the limit. No argument there, far more people die in cars in general. But specifically concerning weather, cars allow people to do many things that a bicycle cannot.

Not to mention general comfort. Being in a bike in a snow storm is very unpleasant!

by CityOfThrowaway

4/16/2026 at 5:43:37 PM

There’s probably very little weather that is safe for cars but unsafe for bikes. Uncomfortable, yes, possibly extremely so. But you can bike in a downpour so severe that it’s unsafe to drive specifically because you’re not in a 2 ton deaths machine.

Maybe a severe enough snow storm? Even then we’re in Goldilocks territory for the storm to be unsafe for bikes but safe(ish) for cars.

The biggest factor is that people simply will not get on their bikes in severe enough weather. At least not in most places. Maybe in the Netherlands they’ll bike in a blizzard.

by dpark

4/16/2026 at 8:24:56 PM

Safe for cars/bikes, or the passengers vs the bicyclist?

Hail comes to mind. Lightning possibly (I believe cars are much better insulated against lighting strikes). High winds could easily push bikes around / knock them over where cars just keep going.

We drove our van through a forest fire (Cedar Creek Fire - a BIG one) and got a bit of smoke, but otherwise, just fine. No way would I have attempted that on a bike - the increased aerobic activity alone (to say nothing of embers / ashes / etc) would have probably caused crazy amounts of smoke inhalation / death.

And there is a reason drivers hate SOME bikers - here in CA, many simply refuse to follow the rules of the road. My light turns green, and 5 seconds later, some biker comes rolling along in the perpendicular direction - I almost hit him. This kind of stuff happens over and over. I am very fond of bikers when they follow the rules - I bike sometimes too.

by hn_acc1

4/16/2026 at 9:04:34 PM

>No way would I have attempted that on a bike - the increased aerobic activity alone (to say nothing of embers / ashes / etc) would have probably caused crazy amounts of smoke inhalation / death.

Riding a bicycle while wearing an unpowered respirator/face mask is surprisingly easy, especially if it has an exhalation value. It does restrict breathing somewhat, but breathing isn't usually the bottleneck when you're cycling. This might even be the optimal way to escape a fire if the roads are congested.

by mrob

4/17/2026 at 6:41:10 AM

> There’s probably very little weather that is safe for cars but unsafe for bikes.

Any weather where the wind is >15mph will be safer in a car. Hail. 100 F days. Thunderstorms. I love walking and public transportation but holy hell the thought of biking in some of our Texas weather is horrifying.

Not to mention that my 6yo and 9yo are much safer in my car than cycling through inclement weather! Not everyone is a single individual with no children! Holy hell, the trip from a kid's bday party to my house two weekends ago would've been deadly for my kids, but in a car, the weather wasn't an issue.

by KPGv2

4/16/2026 at 7:34:26 PM

> Regarding bad weather; if winter is bad enough for bicycles to fail, then certainly it is not safe to drive either, and lethality is orders of magnitude higher. Generally though people here ride bike paths that are shovelled and brined just as the roadways are.

Extreme hot weather and pollution are both a much bigger health risk for bikes than cars.

by lazyasciiart

4/16/2026 at 5:48:18 PM

> industrial scale transport and personal transport share a rolling platform with an engine, but they're different platforms with different requirements, different economics and different lifecycles.

What does this mean? This feels a bit like a distinction without a difference, as the infrastructure built is shared by both.

> although school children here will happily pedal 10km to school and back on the daily

How flat is it there? I can’t imagine a typical kid biking 10km each way around me. I feel like the average kid at my kids’ school would take 45 minutes or more to bike that distance.

by dpark

4/16/2026 at 5:55:12 PM

>What does this mean? This feels a bit like a distinction without a difference, as the infrastructure built is shared by both.

I guess I wasn't clear in implying my doubts as to whether that's a hard requirement. Trucks are much larger and heavier which takes its toll on the road surface itself. They don't need access to suburban environments. Even in the inner city here trucks are banned outside of loading and unloading hours to foster a walk-able environment. So yes, in part they do, but it's not that black and white.

>How flat is it there? I can’t imagine a typical kid biking 10km each way around me. I feel like the average kid at my kids’ school would take 45 minutes or more to bike that distance.

Famously pretty flat, but with e-bikes gaining ground, elevation changes don't make much of a difference anymore. And yeah a 45 minute commute by bike is not unusual, but remember, we have the safe infrastructure for it. Kids bike in from villages surrounding towns and cites.

by nehal3m

4/16/2026 at 6:05:24 PM

> They don't need access to suburban environments.

How are suburban environments stocked then? Surely village grocery stores are not stocked with milk one bike load at a time.

> Even in the inner city here trucks are banned outside of loading and unloading hours to foster a walk-able environment.

Sure. But they use the same infrastructure. The fact that the vehicles are built for different purposes and may have different regulations doesn’t mean the cost of infrastructure isn’t shared. Pervasiveness of roads makes it easy for cars, trucks, ambulances, buses, and even bikes to get around more easily.

Just like the pervasiveness of the Internet make it easy to scroll TikTok, purchase goods from Amazon, and read books through Project Gutenberg, even though those are very different use cases.

by dpark

4/16/2026 at 4:30:38 PM

This is a pretty large amount of words to burn down a straw man.

by camgunz

4/16/2026 at 4:58:55 PM

That's a really rude and dismissive take - the impact of cars has been immense, in particular the ways in which they've been given primacy as a mode of transport and the ways in which that necessity has interacted with our laws and infrastructure development (sabotoging of public rail transport, parking regulations and the creation of car-dependent suburbia, pedestrian safety, highway projects decimating communities of color, etc. etc. etc.).

To blithely state that nobody could make such a claim seriously is an attitude which actually has a really fitting term: carbrained.

by empyrrhicist

4/16/2026 at 3:18:28 PM

I would say that seriously, so there you go, theres two.

by code_for_monkey

4/16/2026 at 3:38:56 PM

It's a turn of phrase. The belief isn't being called unserious. The holders of the belief are. It's the "white collar speak" approved way of saying those people are dumb or otherwise not worthy of consideration.

"I don't know anyone who seriously thinks that stone applied to fibrous asphalt is not a fine roofing material"

"I do not know anyone who seriously thinks that 4000kcal/day is healthy in normal circumstances"

"I don't know anyone who seriously thinks that women are incapable of working outside the home"

"I do not know anyone who seriously thinks a bright red suit is appropriate for a funeral"

And on and on and on.

But we both already knew that. So if you're gonna be obtuse and not understand it I'm gonna be obtuse and explain it.

by cucumber3732842

4/16/2026 at 4:37:27 PM

I don't know anyone who seriously thinks that one could just say "I don't know anyone who seriously thinks" something, and that would constitute a persuasive argument. :)

by recursive

4/16/2026 at 5:39:20 PM

Wasn't one of the surprising upsides of cars that incidents of incest went down dramatically? There are odd/unexpected non-logistics upsides.

by _DeadFred_

4/16/2026 at 6:14:46 PM

My parents made a home in a nice suburban neighborhood, where today some good restaurants and a coffeehouse are in walking distance, and grocery shopping is a short car ride. Yet we grew up still rather attached to neighborhoods further away, where our schools and grandparents lived. There was no possibility of bicycles or “kid power” to reach there; Mom and Dad always, always drove us everywhere!

Today I find myself in an urban hellscape without owning a vehicle. Nothing is walkable. I am crammed in, thanks to Equal Housing, with immigrants and people of utterly alien races and cultures (I consider myself the minority.) If I expect to find people like me or shop within my demographic, nothing is adjacent and it’s all several miles worth of transportation.

Car culture and forced integration has fragmented every possible family unit that could have been cohesive or collectivist. If I am celebrating a religious or cultural festival, I can count on none of my neighbors sharing that celebration, or in fact raising conflicts on the days most sacred to me.

Anywhere I may choose to walk, or even if I drive, I am trudging through vast empty parking lots of asphalt because of cars. The roads are laid out for cars. A cop told me yesterday I shouldn’t drive my e-scooter at 17mph in the street but on the sidewalk. Every motorist also hates those scooters, whether in motion or properly parked. Every motorist also hates the light rail train and hate for Waymo is fomented by motorist and pedestrian alike.

There is no place I could move to or live that would change this equation in any useful way. I do not hate cars, but I hate what they have done to our lives and our landscape.

by ButlerianJihad

4/17/2026 at 7:05:07 PM

I get to feeling this way when I look at pictures of neighborhoods that have been leveled for the car and what it's done to the civic fabric - e.g. historic black neighborhoods in Oakland, eminent domain in SF, etc. It hurts thinking about what could have been every time you hear of a road death or have a harrowing experience on foot/bike.

by littlexsparkee

4/16/2026 at 6:30:08 PM

Disputable. One could argue that artificial nature of US cities (i.e. lack of centuries of accumulated decisions) were bigger driver of this than cars themselves.

by d3ckard

4/16/2026 at 2:33:21 PM

I've always lived in walkable cities. I don't own a car and with pollution, congestion, accident risk, pavement obstruction, etc. other people's cars unequivocally make my life worse.

We can argue about whether this is a good trade off, but the claim that cars make everyone's life better is straightforwardly false.

by masfuerte

4/16/2026 at 5:10:40 PM

I live in a walkable city. I cannot drive because I am blind. Cars make my life better. Uber exists. I use it to get many places that I otherwise wouldn't go to.

by ctoth

4/16/2026 at 7:47:51 PM

Yes it's a widely known fact that prior to cars blind people only stayed in a single room for their entire lives. It was only due to the motorized auto carriage could blind people finally ride around and experience the world! Pretty cool!

I wonder how the Uber driver feels about not being considered a full time employee and unable to have affordable healthcare and a nonexistent retirement plan. Hopefully they don't think too hard about it or that would be incredibly selfish of them.

by shimman

4/16/2026 at 7:36:37 PM

This doesn’t contradict or respond to the comment you are replying to in any way.

by lazyasciiart

4/16/2026 at 2:47:08 PM

Troll post? No, they do not "unequivocally" make your life worse. "Other people's cars" facilitate thousands of aspects of modern living and society that you apparently take for granted. You can choose to ONLY look at the negative impacts, but the comment as stated is ridiculous.

The only way you receive food (except from your backyard inner-city garden?) is through people DRIVING. The way you receive packages is by DRIVING. They city infrastructure you enjoy is maintained through skilled laborers and tradespeople DRIVING.

by TaupeRanger

4/16/2026 at 3:08:07 PM

There's a difference between personal vehicles and special purpose vehicles like ambulances and delivery trucks. I don't think anyone in this thread is saying all automobiles are bad, but car-centric development is definitely bad. You don't have to theorize from first principles about this. There are many places around the world that aren't as locked into the personal car as the US is, and they are still functioning societies where you can receive food, packages, medicine, workers maintain infrastructure, etc.

by eloisius

4/16/2026 at 4:04:24 PM

In fact, the cities which are repeatedly rated as having the highest quality of life are almost all not car-centric.

by lossyalgo

4/16/2026 at 8:47:31 PM

But is that a function of the cars or a function of the urban density? One imagines that the suburban and rural areas that are rated highest quality of life are almost all car-centric

by tpmoney

4/16/2026 at 9:16:27 PM

Cities have existed for much longer than automobiles have and have somehow prospered since millenia. I don't think the recent invention of automobiles has anything to do with proper functioning of cities.

by lossyalgo

4/17/2026 at 2:38:42 AM

I agree, so it's a good thing I wasn't arguing anything of the sort. Just pushing back on the idea that just because "cities" with the highest quality of life ratings are non-car-centric that we can infer anything useful about whether cars in general and personal autos in particular are generally good or bad. It seems entirely possible that cars could be a net good up to a certain population density.

by tpmoney

4/16/2026 at 7:49:51 PM

People travel to ALL of the jobs you just described in...wait for it...personal vehicles. And sure...there are places in the US that are not as car dependent, and places around the world that are just as car dependent as many US cities. The post I replied to said that other peoples' cars are "unequivocally" making their life worse, which, as I pointed out, is complete nonsense.

by TaupeRanger

4/16/2026 at 3:10:47 PM

Troll post? You state that "other people's cars" facilitate thousands of aspects of modern living, then go on to talk about things that trucks do, not personal vehicles

by PsylentKnight

4/16/2026 at 3:18:19 PM

I don't think it's possible to clearly separate personal vehicles from commercial ones. The technology is the same. Any regulation that tries to ban the one while allowing the other would be a huuuge clusterfuck.

by Marha01

4/16/2026 at 10:04:42 PM

You, personally, can't tell the difference between someone's car and a delivery truck?

by pocksuppet

4/17/2026 at 5:07:53 PM

Maybe it's only this way in my suburban US area, but no.

by panzagl

4/17/2026 at 12:03:54 AM

> I don't think it's possible to clearly separate personal vehicles from commercial ones

What? Of course it is, you can easily impose rules that apply to personal vehicles that don't apply to public transport, logistical vehicles or emergency vehicles.

As an example in my neighborhood in the Netherlands, there's basically no streets around me where personal vehicles are allowed, but there are no restrictions to buses, delivery vehicles, moving vans, or ambulances.

> Any regulation that tries to ban the one while allowing the other would be a huuuge clusterfuck

How? You don't even have to go fancy with specialized license plates or anything like that, it's literally just common sense.

by sensanaty

4/17/2026 at 12:16:38 AM

> it's literally just common sense.

if that is lacking (often is) $50,000 fine per incident will take care of it

by bdangubic

4/16/2026 at 3:29:21 PM

> The technology is the same

I mean sure, they both have engines and wheels, but they're already distinguishable in the eyes of the law. Commercial and personal vehicles are registered separately

Anyway, I don't think anyone is proposing banning cars. Just would be good to provide alternatives

by PsylentKnight

4/16/2026 at 7:52:17 PM

> Anyway, I don't think anyone is proposing banning cars.

Following the conversation, the subject has not ever been a yes/no referendum on cars.

It was if there has been a moral net positive/net negative for vehicular technology (as a comparable technology to AI)...which has consistently been walked back to a nebulous "personal vehicles are a net negative because of how they make people think". That's eerily close to the views on AI today.

by Supermancho

4/16/2026 at 3:08:00 PM

I said cars not driving. Yes, the supermarket needs trucks to deliver the food. It doesn't need cars.

by masfuerte

4/16/2026 at 3:31:31 PM

Ambulances: good. Trucks: good. Busses, even: good.

Cars? Waaaay less clear they're net-beneficial.

by lamasery

4/16/2026 at 7:55:27 PM

Traveling to work in a personal car to get to the job that requires you to drive an ambulance: apparently bad? Likewise driving to your trucking job? Also bad? To the grocery store workers? Also bad? To the operations and support employees that provide your internet, your email, every app you use, the water treatment plant, your local government, the restaurants you order from, your insurance company. Yes...getting to work and allowing society to run at levels of efficiency required to support the population is very clearly beneficial.

by TaupeRanger

4/16/2026 at 8:36:34 PM

The broader effects of designing the world for car-efficiency wipe out the individual benefits, for most people. Exception for those who can afford to be driven around by others.

I was skeptical too the first time I read this kind of argument. I ran the numbers for my case, which was sitting around the median (commute duration) or significantly better than the median (household income, car cost) for relevant numbers, for my car-dependent middling-costs US city, and it was still roughly break-even without even factoring in not being able to make commutes double as exercise time.

I had to have a car. My life would have fallen apart without it, that's how big a benefit it apparently was. Yet if I actually examined what was going on, it wasn't providing any real benefit to me at all, just negating harm done by designing my city around cars. That's how the numbers worked out, much to my surprise. For most residents of that city it was worse, the city being designed for cars was making their lives worse.

by lamasery

4/16/2026 at 8:56:35 PM

The problem is that all the infrastructure that cars need (roads, parking lots) makes everything WAY further apart. For example, downtown Houston is literally like 25% parking lots by area. And that's not even counting other car infrastructure like roads. So to some degree, cars are just satisfying a demand for transportation that they themselves create

Denser, less car-centric areas are more economically productive than less dense areas. Car infrastructure prevents density. So I would argue that, at least in some cases, cars decrease economic efficiency

by PsylentKnight

4/16/2026 at 9:12:59 PM

Put simply: The existence of motor vehicles is good, from most perspectives. It's fairly hard to argue they're not.

The development of cities caused by unrestricted, broad private car ownership without lots of careful coordination on that development, is in the reverse situation: it's fairly hard to argue it's net-beneficial, because it's so incredibly expensive in all-told money, time(!), liberty(!!), and, if we'll allow consideration of such things in a basically-economic analysis, pleasantness of environments for humans to exist in.

by lamasery

4/16/2026 at 3:14:38 PM

> "Other people's cars" facilitate thousands of aspects of modern living and society that you apparently take for granted. You can choose to ONLY look at the negative impacts, but the comment as stated is ridiculous.

THIS! I am shocked that some people don't realize that modern civilization and our modern quality of life depends on cars to a huge degree, even for people don't personally drive. Such a lack of knowledge about modern industry and logistics..

In aggregate, benefits of cars outweight the cons for 99% of people. Perhaps if you live right next to a busy highway, you might the the exception..

by Marha01

4/16/2026 at 3:34:22 PM

> THIS! I am shocked that some people don't realize that modern civilization and our modern quality of life depends on cars to a huge degree, even for people don't personally drive. Such a lack of knowledge about modern industry and logistics..

I'm more shocked that somebody thinks that modern civilization and logistics depend on personal cars. Can ypu expand on your statement that modern industry and logistic depend on persobal cars?

by Kbelicius

4/16/2026 at 3:48:48 PM

The distinction between personal and commercial cars is too small to allow effectivelly banning one while keeping the other. Any country that tries to do so will inevitably overshoot in one of the directions: either the ban will be too permitting, so people will still use personal cars, just less as today, or the ban will be too broad, which would negatively affect the commercial or logistical use cases and the economy will suffer.

by Marha01

4/16/2026 at 4:09:26 PM

I don't think anyone is arguing about banning ALL vehicles, much less all personal vehicles, but rather to simply become less car-centric. Most cities which top the list of highest quality of life worldwide all have fairly good public transportation options and/or are very walkable.

by lossyalgo

4/16/2026 at 5:07:25 PM

With respect, a few people are indeed making that argument.

Many car haters constantly play this motte-and-bailey game where they insinuate that cars are evil and should be eliminated, then they pull back and say “oh no, we don’t want to ban them” when confronted. But it’s clear that some subset really would prefer to eliminate civilian vehicles.

I like smart urbanism and pedestrian-centric development, but the anti-car culture annoys me to no end. It is self-defeating. The average person in the US has a car, and likes having a car, so you should start every argument with that assumption. We made a lot of progress on improving pedestrian access in the early 2000s by focusing on a positive message. But I guess there’s no room for non-adversarial messaging anymore.

by iamnothere

4/16/2026 at 4:40:00 PM

Ok, so i guess that personal caes don't play any huge role in modern civilization and its logstics so i was right to be shocked by your statement.

by Kbelicius

4/16/2026 at 7:56:31 PM

Obviously true, but apparently we're in a hornets nest of anti-car coastal folks here? Very strange comment thread overall.

by TaupeRanger

4/16/2026 at 2:55:46 PM

> I don't agree - they have some negative effects

The problem is we are numb to it. 40,000+ people are killed in car accidents every year in just the USA. Wars are started over oil and accepted by the people so they can keep paying less at the pump. Microplastics entering the environment each day along with particulate from brakes, and exhaust. Speaking of exhaust: global warming. Even going electric just shifts the problems as we need to dig up lithium, the new oil. We still have to drill for oil for plastics and metal refining, recycling and fabrication.

by MisterTea

4/16/2026 at 2:30:32 PM

They have a net positive effect for every owner, except that they seem to facilitate and encourage ways of living that require automobile ownership as a condition of adulthood in most places. So I'm not entirely sure they're a vast net positive in every value system. In yours, yes, but not in mine.

by throwway120385

4/16/2026 at 2:38:36 PM

Ironically, AI facilitates self-driving cars, which promise to _reduce_ the need for private automobile ownership.

by mwigdahl

4/16/2026 at 2:47:55 PM

There is very little connection between ownership and who does the driving. I still want to own my own cars even if a computer does most of the driving. That way it's always available, and more importantly I can keep my own stuff in it.

by nradov

4/16/2026 at 3:42:32 PM

And you should be able to. But people who don't want that or don't have the means to afford it can have the benefits of automobile transport without the capital expense.

by mwigdahl

4/16/2026 at 4:01:59 PM

Consumers can already rent or lease automobiles. This is an operating expense, not a capital expense.

by nradov

4/16/2026 at 10:16:35 PM

Rental cars are expensive because they are covering the risk and increased wear and tear of rental drivers. As well as the downtime of when the car is rented to you but you aren’t driving it.

Self driving cars would make this massively cheaper and remove most of the reasons to own a car. It would make about as much sense as owning a train for most people.

by Gigachad

4/16/2026 at 11:00:11 PM

Yep just like how massively cheaper housing is to rent, right?

by gosub100

4/16/2026 at 11:20:59 PM

I use cars more like I use a hotel. Inconsistently on demand when PT doesn’t cover the route I need.

If I bought and sold a house every time I needed somewhere to stay on holiday, renting would be massively cheaper.

I’ve already done the math and uber occasionally is cheaper than owning a car. Self driving electric will be even cheaper.

by Gigachad

4/17/2026 at 10:25:28 PM

how are you going to compare cars with no fixed location premium with housing? also utilization is totally different - cars sit ~95% of the time, housing can be nearly round the clock if you work at home. transportation is more like a utility/commodity whereas there are so many personal factors for where to live.

by littlexsparkee

4/16/2026 at 3:13:44 PM

[flagged]

by 1234letshaveatw

4/16/2026 at 3:22:39 PM

It's fine if people choose it.

It's not fine if that choice denies other people the choice not to.

And there seems to be a lot of the latter.

For example, when shopping facilities or hospitals are built so as to be, de-facto, only accessible by automobile, that locks people out of the choice to say no thanks.

by Earw0rm

4/16/2026 at 4:35:13 PM

This is a regional problem. Legislation to require pedestrian accessibility would fix it.

Where I live every new development must build out sidewalks as a condition of permitting.

by iamnothere

4/16/2026 at 3:30:27 PM

I don't follow, are people then not able to choose to live somewhere that has shopping facilities or hospitals that are built so as not to be only accessible by automobile?

by 1234letshaveatw

4/16/2026 at 3:54:05 PM

We shouldn't have to completely upend our lives to move to the small handful of major cities that provide the infrastructure to exist comfortably without a car. At least in the US, your options are limited to NYC, Chicago, Boston, and maybe a few others (Seattle/SF). And even then, the hard set default in these major cities is car ownership EXCEPT for NYC.

by mynameisbilly

4/16/2026 at 4:38:14 PM

How is Bumfuck MT, population 250, going to support the infrastructure to live comfortably without a car?

by iamnothere

4/16/2026 at 4:53:45 PM

as someone who lives there, they're not. Nor is that what is being suggested, it's critiquing car-centric cities where not having a car is needlessly difficult. Population 250 isn't going to ban cars, but the city may discourage driving and provide ample facilities for those who don't have a car.

by omegabravo

4/16/2026 at 4:57:43 PM

Well I do agree that city living should not require a car, although cars should be an option for those who need them. I just don’t think it’s realistic to expect rural areas to discourage car use. Not everyone in rural communities has a car, but for many they are essential.

by iamnothere

4/16/2026 at 3:56:50 PM

> re people then not able to choose to live somewhere

No, because no such somewhere has been built in the country in question (US) in the past ~60 years, because the default is car-centric. So you're left with a few uber dense, old, predating automobiles, places. Which are extremely expensive, because they simply do not have the capacity for everyone who wants to live in them.

by sofixa

4/16/2026 at 5:28:52 PM

There are plenty of city centers that aren't super-expensive but probably don't have a lot of great local employment options and maybe aren't generally considered desirable--and don't have a lot of great transportation options to outlying areas though that's generally true of a lot of major Tier 1 cities as well. You prioritize your choices.

by ghaff

4/17/2026 at 12:05:54 AM

They exist, but usually they are expensive and in-demand areas because... people usually like walkable areas. Its a shame that more suburbs arent designed this way, because it doesnt even cost more money...just more thoughtfulness in how we should design our livable spaces.

Suburbs/car-dependecy is a classic case of "worse is better". Its simpler to build and the worst-case suburban sprawl is tolerable, so it proliferates.

by charlie90

4/16/2026 at 9:31:28 PM

Yes, if such places are plentiful. It's a messy situation where revealed preference (house prices in walkable areas, Amsterdam and Paris increasingly full of rich young Americans) vs immediate consumer choice (more cars! More convenience! Oops, now we need to flatten downtown for an elevated freeway...) tend to give conflicting answers.

by Earw0rm

4/16/2026 at 4:39:29 PM

In much the same way, the proliferation of suburban big-box sprawl denies others the freedom to have a walk-able neighborhood.

by recursive

4/16/2026 at 2:40:29 PM

Automobiles are one of a key pillar of logistics. Getting things (food, medicine, construction materials, etc. etc.) to and from backbones like rail, harbors, airports etc. So even for those who don't own a vehicle or even want to own a vehicle, automobiles are still a vast net positive.

I'm not sure what the alternative would be. Maybe everyone lives in giant 10 million+ population cities that are all connected to each other by rail (and rail connects all airports, harbors, etc.) and then you have to show up at rail station to get your groceries or whatever else?

by next_xibalba

4/16/2026 at 2:51:31 PM

Personal cars are not the same as using them for logistics.

Yes cars/trucks/busses are still useful overall and are an incredible last-mile solution for freight.

But on a personal level, it means we all must live far apart and maintain our own individual vehicles, along with the average total costs of $11,500/year PER CAR. [0]

I’m not saying they should’ve even been banned for personal use - owning a car and living in a rural suburb should still be an option, but it is very expensive to choose that lifestyle.

However the auto companies on the early to mid 1900s had heavy influence on policy, even buying and shutting down their public transit competitors, converting cities into “car cities”. This is where it drove into “negatives outweigh the positives” territory. Everything before that was more positive, but this was a massive negative on society and continues to handicap cities today, making them expensive and even just dangerous to walk around (due to high speed roads and limited sidewalks)

[0] https://www.nerdwallet.com/auto-loans/learn/total-cost-ownin...

by californical

4/16/2026 at 3:26:32 PM

The amount of space in US cities (broadly, out into their sprawl) that is used up by cars is incredible and serves to make other modes of transportation (to include things like busses, even) less-useful and make cars on-par with or worse than things like bicycles once you take out the time spent traveling these inflated distances, ~50% of which distance typically exists because of cars, and the time spent working to pay for your car, to say nothing of then needing to dedicate more time specifically to working out (or just accept being less healthy) because you're not walking or bicycling as much as you could be in a world where cars hadn't sprawled everything really far apart with gigantic parking lots, half-mile-diameter highway interchanges, large barely-used front lawns to provide distance from unpleasant and loud roads, big unusable "green space" buffers from highways, et c.

Once you start really marking how much nothing you're driving by even in many cities, where that "nothing" is one or another use of land that exists solely because of cars, it's a bit of a shock. "Wait, work would only be 8 miles away instead of 15 if not for the effects of widespread private car ownership? The grocery store could be 1 mile instead of 3? And I spend how much time a week bicycling to nowhere in particular to make up for sitting all day long? And this car & gas & insurance costs me how many of my work-hours per week, just to pay for it? Hm... am I... losing time to cars!?"

by lamasery

4/16/2026 at 3:16:24 PM

You don't get highways and the interstate system if vehicles are not for personal use. And if you don't get those, you don't get the modern logistics system.

I guess what I don't understand is, given the current state, 1) what do you want? 2) how much will it cost? (and how will we pay for it?) and 3) what are the tradeoffs?

On a related note, it seems like a lot of the anti-car/urban planning wonks have a belief that everyone really wants to walk, ride bikes, or take mass transit everywhere, and I think they're wrong. Most people want to drive personal vehicles.

Maybe if we lived in a world where mass transit had very strictly enforced behavioral norms, more would consider it. But even then, I still think most people prefer the many conveniences afforded by personal vehicles.

by next_xibalba

4/16/2026 at 7:36:45 PM

I guess instead of answering your first three questions, I’ll say this:

Our world would be better without being completely dependent on cars. You can see this in a few select cities or neighborhoods that have avoided the worst of car dependency. There are still suburbs, but they’re a bit more dense and you can easily bike to a grocery store in 10 minutes. There are still rural suburbs, but it’s much more expensive to live there due to the extra effort to get where you need to go.

There isn’t an easy way back since we let the auto industry have such a huge influence in politics, they’ve shaped the world, and it would take us decades and a LOT of money to revert the damage. We can still make steps.

HOWEVER, to bring the point back, we’re still in the 1910’s auto industry with AI. Are we going to let the AI industry get heavily involved in politics and shape our world into a worse one to benefit them? We’re at a point where we can reap the benefits, like with early cars, without the damage that came later

by californical

4/16/2026 at 3:09:34 PM

> Personal cars are not the same as using them for logistics.

Yes, they are in fact, the same. You cannot introduce such massively useful technology into the world and then say that it would be used only for logistics and not for personal transportation. Short of a worldwide totalitarian government, such arbitrary restriction would be completely unenforceable.

It is possible to shape things with regulation, but only to some degree. With any great technology, you have to take the good with the bad. And the good outweights the bad in any historical technology. AI will be no exception.

by Marha01

4/16/2026 at 3:18:12 PM

Exactly. These arguments are all buttressed by the "if everyone would just..." argument [1]. In fact, everyone will not just. And so if you want to build your Utopia, it will have to be compelled by force.

[1] https://x.com/eperea/status/1803815983154434435

by next_xibalba

4/16/2026 at 3:29:18 PM

Sure, on your own land, just like you can drive more-or-less whatever you want as long as you stick to your own property, today, including vehicles that aren't "street legal".

On public roads? No reason we'd have to license private cars for that, at least not for just any purpose.

by lamasery

4/16/2026 at 3:36:32 PM

How about the fact that any country that tries to ban private ownership of cars would completely fall behind in all car-related technologies, infrastructure and services, which would very soon negatively affect all those commercial or logistical use cases that our civilization vitally depends on?

Trying to ban all private cars while keeping our car-dependent civilization working is unrealistic, no matter how you look at it.

by Marha01

4/16/2026 at 10:04:30 PM

Any country that tries to ban private ownership of nuclear weapons would fall completely behind in all nuclear-weapon-related technologies. Should we therefore encourage the private ownership of nuclear weapons?

by pocksuppet

4/16/2026 at 3:43:53 PM

I entirely fail to see why this is a "fact".

by lamasery

4/16/2026 at 3:24:35 PM

We pretty much did with aviation.

by Earw0rm

4/16/2026 at 3:40:43 PM

Our civilization does not depend on aviation very much, it's a specialized service. If all planes disappeared tomorrow, we will weather it pretty well. Cars are a completely different animal: they are ubiquitous and don't really have an alternative in many cases.

by Marha01

4/16/2026 at 3:54:43 PM

Yeah we red-queens-raced ourselves into a position where now we have to have private cars, because if we don't we're screwed. Turned cheap 25-minute bike commutes into expensive 25-minute car commutes that can't safely or practically be biked, and shoved everything so far apart on account of giant parking lots and big highways cuttings straight through cities that the nearest bus stop is a half-mile away and that 25-minute car commute would take ninety minutes by bus, so now we have to have cars.

There's no quick fix at this point, it'd be a century-long project to undo the damage now, but a hypothetical world where we'd harnessed only the good parts of cars and not let them completely reshape the places we live down to the neighborhood level would sure be a lot nicer.

by lamasery

4/16/2026 at 7:29:59 PM

And to bring it back, AI and LLMs are currently in the early phase. They haven’t yet done damage like cars which will take centuries to revert

by californical

4/16/2026 at 9:36:20 PM

I'd argue that's /because/ we regulated aviation (and also some annoying physics limitations), so we never had the option of becoming fully dependent in the way lots of places have on cars.

Less than a century ago, so within living memory (albeit only just), literally nowhere on Earth was car dependent.

by Earw0rm

4/16/2026 at 3:04:10 PM

I think it's most obvious in hindsight, probably it was a long time (some decades) before cars were understood to have much of a negative effect at all. Nobody* thought much about air pollution (even adding lead to the gasoline) or climate effects, or what would happen when cities were built enough that they were then dependent on cars, or what happens when gas or cars gets expensive.

All they saw was that trips taking a day could now be done in an hour and produced no manure, and that meant suddenly you could reasonably go to many more places. What's not to like? A model T was cheap, and you didn't even need to worry about insurance or having a driver's license. Surely nobody would drive so carelessly as to crash.

*well, not technically nobody, but nobody important.

by alnwlsn

4/16/2026 at 3:19:43 PM

If you read the period news, pretty much everything except lead poisoning and climate change was well known by the 1920s. Rich people wanted cars but a ton of places had resistance from everyone else to what they correctly recognized as removing the public spaces they used and shifting externalities to, for example, the people being hit by cars.

What’s really interesting is that you can find newspaper columns in the 1920s recognizing what we now call induced demand as even by then it was clear that adding road capacity simply inspired more people to drive.

by acdha

4/16/2026 at 3:57:50 PM

That's also part of the problem. People back then had other systems to make those critiques (or their job didn't require the travel it does now), and now they don't. If alternatives don't exist, and most US people today have never experienced them, there's no demand for them, and you realistically can't expect that demand to come without a massive, grinding slog.

Lack of alternatives + political unwillingness to provide them + lack of political pressure to provide them + the massive effort that would be needed to build a system from scratch that has already been dismantled, and infrastructure is in the way because it wasn't a factor + corruption, democratic decline, etc. = most problems around cars in the USA.

by bilegeek

4/16/2026 at 5:38:37 PM

There's a lot of fear in that for sure. Cars cost the average American household something like 20% of their income (for low income this can be over 30%) so a ton of people would benefit from alternatives, but most people are thinking “if the bus is late more than a couple of times, I‘ll lose my job”. One of the interesting things I've noticed is that there's a lot more social excuse for car problems (which code middle class) than transit/bike problems, and it's interesting seeing how often people who are chronically late to work due to “unexpected” traffic get a free pass compared to the alternatives.

Remote work was the biggest upset to this system in generations but that's being stamped out at many organizations.

by acdha

4/16/2026 at 3:28:55 PM

The positive effects were immediate, and measurable. The negative effects are delayed, and hard to quantify without all the advancement in climate research since then. If everyone in 1920 knew a 100 years from now there would be climate crisis to reckon with, perhaps a few things would have changed along the way.

Today we have a much better understanding of the world, so we have the means to think down the line of what the negative effects of LLMs and course correct if needed.

by spprashant

4/16/2026 at 3:58:32 PM

We did know in the 20s. We knew in the 30s. We knew in the 40s. We absolutely knew in the 50s (oil industry funded their own studies on this). We knew before we decided to direct billions into a federal interstate highway system that bulldozed countless communities of color and killed many cities' downtowns and sense of connectedness.

I don't see anything positive about being forced to participate in this car-ownership game where 99% of North American cities are designed around car ownership, and if you don't own a car you're screwed. I don't WANT to own a car, I don't want to direct countless thousands of dollars to a car note, car maintenance, gas, etc. I want the freedom to exist without needing to own an absurdly expensive vehicle to get myself around. There's nothing freeing or positive about that unless all you've ever known and all you can imagine is a world in which cities are designed around cars and not people.

by mynameisbilly

4/16/2026 at 4:28:32 PM

It was pretty well established scientifically in 1900 that increasing atmospheric CO2 would result in increasing global temperature, but I don't think it was really in the public awareness for many decades. "Global warming" wasn't coined until the '70s.

by thfuran

4/16/2026 at 6:47:33 PM

Negative effects were immediately noticed. The change in smog was apparent. Road laws rapidly advanced. Road building standards rapidly changed. Congestion was also very much apparent, and the reason behind massive highway building effort that came some thirty years after the car's rise to popularity.

Really these people decades ago had a great grasp on these things. But why did they "fail" and we still have traffic? They didn't fail really, what failed was implementation not planning. Most cities you see with notorious traffic today, chances are the bottlenecks that exist were planned to be relieved by some midcentury road plan that was for whatever reason, not ever built. Comprehensive rapid transit was often also planned, several times over, but not built or at least never to the full scale of those plans. Catalytic converter was also a great success people today probably don't even think about. You can see the mountains again in California's cities thanks to the catalytic converter.

Leaded gas took longer, but I'd say the tailpipe pollution, congestion, and general capacity related issues were well understood.

by asdff

4/16/2026 at 10:21:35 PM

They failed because traffic can’t be fixed by adding capacity. The inefficiency of cars will mean you can never build enough roads to keep ahead of consumption.

Traffic gets fixed by getting most people to use some other form of transport and leaving cars to the edge case uses.

by Gigachad

4/16/2026 at 11:08:39 PM

Sure traffic can be fixed by adding capacity. Demand is ultimately finite. You see this in places like the midwest where there is overcapacity on the highway system and you can go a mile a minute across the region pretty much at all hours of the day.

by asdff

4/16/2026 at 11:19:03 PM

For long distance highways sure. But not commuting routes in cities.

by Gigachad

4/16/2026 at 5:15:05 PM

Nah. We have no means of predicting the long-term effects of LLMs. Major new technologies have always caused effects that were completely unpredictable during the early phases. Any claim that a much better understanding of the world allows for thinking through the effects is pure hubris.

by nradov

4/17/2026 at 1:53:58 AM

Yeah, completely unpredictable

No possible way to know

by hackable_sand

4/16/2026 at 9:00:02 PM

I think the right term for highways or most other car roads is “car sewer” - you need very specialised equipment to navigate them, they are deadly, smelly, loud and unpleasant. One of the worst environments humanity has produced.

Yes they ship people around somewhat fast. Slower than possible with other methods, and the cost is incredible - economic (much more expensive per passenger than almost any alternative), political (they inherently divide people, dehumanise and make people never really share a public space), health - they reduce lifespan by both lowering living quality as well as directly killing a staggering amount of humans per year).

And we have learned how to build better places for humans that do not need these coffins on wheels - if you visit any European capital, and most Asian ones - you will see environments built for humans, not cars - soo much nicer.

So cars as a technology have definitely not been beneficial to humanity overall, but it has been somewhat useful to some.

I think strongtowns were very good advocates of what places in America could like if you look beyond cars. I personally like the “not just bikes” channel though.

by seer

4/16/2026 at 9:16:02 PM

What benefit do cars provide that public transit doesn't? How are thousands of individual cars better than light rail?

Cars aren't a positive in society. Transportation is the benefit, and cars are the worst possible way to transport people. A functioning public transit system is better in every possible way apart from egotistical arguments like "I don't like seeing poor people on the bus".

by estimator7292

4/16/2026 at 11:15:02 PM

I don't like urine puddles on the bus or train seats. How egotistical of me being repulsed by human waste.

by gosub100

4/17/2026 at 12:20:49 AM

I've used public transit for the better part of 50 years, including inner-city buses and light rail trains in several cities. And I've literally never, ever seen nor felt nor smelled an actual "puddle of urine" on a seat. Yeah, sometimes the seats were kinda iffy or damp; perhaps someone spilled a drink there. There were often people eating, or even drinking a beer on board a bus. So I often see pistachio shells or a discarded bottle/can behind a seat. But human waste is unheard-of.

But any actual urine "spills" would've gotten cleaned up right quick. They simply don't tolerate that stuff. Look at any bus operator and they are tough as nails if someone tries shenanigans.

In fact, the craziest times I've had were in ride shares and taxis. I was all dressed up for a funeral one morning, summoned a taxi, and the driver who tried to pick me up was obviously drunk. Another time, I had a medical transport that was summoned, sat at some gas station for 15+ minutes, and when he arrived at my place and I got in the back seat, it was wet and had clearly been through a hasty cleanup, and I could smell urine permeating the vehicle, and it was absolutely nuts, but I said nothing, because it probably wasn't the driver's fault. Probably.

by ButlerianJihad

4/17/2026 at 7:54:05 AM

Not for everyone. If everyone tried to use a personal car at the same time it wouldn't work. It's also worth bearing in mind that when people talk about "the automobile", what they're really talking about is the roads. Automobiles are useless without roads, and there's only so much space.

A lot of this comes down to having too much of a good thing. We are really bad at detecting when we've gone past the point of too much, and we're even worse at undoing it once we have.

by globular-toast

4/16/2026 at 8:11:24 PM

A large part of the effect that cars have come from massive subsidies and policy choices that push for cars over alternative options. The comparison shouldn't be "cars vs literally nothing" but rather "car-dominated infrastructure vs the same investments in alternatives". (Not to say that it's an either-or; the optimal equilibrium might still involve some mix of car investments, just far less than we have now.)

by tikhonj

4/16/2026 at 5:47:50 PM

I'd say commercial automobiles probably have a net positive effect. (Though their impact on pollution and climate change can't be discounted.) But daily life in walkable and public transitable European cities is so, so much nicer and healthier than in most American cities. I'd trade ubiquitous personal automobiles for that in a heartbeat.

by archagon

4/16/2026 at 7:03:29 PM

There's still plenty of cars in europe. Biggest advantage of europe is even the major cities are only so large in footprint, like even berlin is barely over a dozen miles across. Major US cities could be 40-60 miles across. Greater LA maybe over 100 miles across depending on how you measure, all contiguous development. The northeast corridor is nearly contiguous urban/suburban development over a ~450 mile snake from washington dc to boston. Makes a little 10 mile rail line in berlin capture a much greater share of potential trips within the berlin urban area than a 10 mile rail line pretty much anywhere in the US. LA has a light rail line that is over 50 miles long.

by asdff

4/16/2026 at 6:36:41 PM

It's not at all clear whether automobiles were a net positive. They are more or less solely responsible for climate change (even emissions not directly from motor vehicles wouldn't be possible without them), which may prove to be the worst mistake in the history of technology.

by Miraste

4/16/2026 at 5:02:38 PM

The benefits accrue to the owners of the vehicles. The negative effects are externalized onto everybody else.

by rdiddly

4/16/2026 at 10:14:20 PM

They have some positive effect in some situations but the overall effect has destroyed cities and made people fat and isolated.

Kind of like how fat and salt are good for you until you over consume. The world has massively overconsumed cars.

by Gigachad

4/16/2026 at 4:26:48 PM

one trip to Amsterdam will show you how bad our use of cars has been for us

by mason_mpls

4/16/2026 at 4:18:05 PM

No - as a society we cannot say that its a “vast net” positive. The externalities that harm the commons are not accounted for.

We (or lobbyists) resist having carbon costs included in the prices we pay at the pump.

Edit: More transportation is good; I am not throwing the baby out with the bathwater, just that our accounting for costs makes things look better than they are.

by intended

4/16/2026 at 2:29:44 PM

[dead]

by lukev

4/16/2026 at 3:07:40 PM

[flagged]

by kraquepype

4/16/2026 at 3:16:10 PM

[flagged]

by nradov

4/16/2026 at 7:47:38 PM

We?

by hexasquid

4/16/2026 at 3:28:42 PM

OK Ayn Rand.

by FatherOfCurses

4/16/2026 at 3:10:59 PM

I never want to live in a society that views individualism as toxic

by 1234letshaveatw

4/16/2026 at 3:28:23 PM

You are taking the statement of "toxic individualism" to mean "all individualism is toxic" rather than "certain parts of individualism can become toxic if not followed."

It is possible to say "some things could be done better" without meaning "throw it all away."

by FatherOfCurses

4/16/2026 at 3:22:13 PM

You’re equivocating, your parent specifically named an example of toxic individualism, they did not say or imply that individualism is toxic.

by nehal3m

4/16/2026 at 3:28:34 PM

I guess, if you feel that freedom of movement is insignificant

by 1234letshaveatw

4/16/2026 at 3:40:42 PM

Exactly, that's why fostering an environment where most people can walk out their front door and get to most of what they need day-to-day pretty fast without having to own a car is so important. Freedom of movement.

Increased car ownership & use, and increased design of environments to cater to cars, greatly harms that freedom.

Ever checked into a hotel somewhere in city-sprawl, looked at your map to find a local shop to pick up some cable you forgot or a toothbrush or to get some dinner, and realized that despite those things being within half a mile you can't realistically walk to them because there's a highway between you and them, so you're stuck unless you pay someone with a car to drive you? Doesn't feel very free.

by lamasery

4/16/2026 at 4:00:13 PM

> Ever checked into a hotel somewhere in city-sprawl, looked at your map to find a local shop to pick up some cable you forgot or a toothbrush or to get some dinner, and realized that despite those things being within half a mile you can't realistically walk to them because there's a highway between you and them, so you're stuck unless you pay someone with a car to drive you? Doesn't feel very free.

I've never had this happen, no. The closest I've ever gotten was in Tokyo, when I had the store I needed in eyesight across the street but had to go very far out of my way to a pedestrian bridge to get there.

by SpicyLemonZest

4/16/2026 at 4:39:33 PM

Huh, I doubt I've averaged more than two hotel-stays per year over my life and it's happened to me several times, something like "well there are 10 restaurants within easy walking distance as the crow flies, and man that Indian joint looks good, or maybe that gyro place, but oh no, I can't actually get to any of them except... god damnit, McDonalds."

by lamasery

4/16/2026 at 6:18:35 PM

Experienced travelers know how to look at a map and make a reservation at a hotel near amenities they want. For example, I sometimes like to go run a few miles in the morning so I'll pick a hotel near a running trail or at least safe sidewalks. And if you're staying somewhere remote then you'll need a rental car to get there anyway so you can always drive to a restaurant.

by nradov

4/16/2026 at 3:40:36 PM

The thing is, you have LESS freedom of movement in a car dependent society.

You lose that freedom of movement if:

Your car breaks down

Your car gets stolen

Your car gets totaled

You lose your license

You can't afford insurance

You get too sick to drive

You lose bodily mobility

Your mental faculties decline

If you can't drive, you have to depend on whatever public options there are around you. Good luck.

by kraquepype

4/16/2026 at 3:23:48 PM

The term "toxic individualism" doesn't mean that individualism is inherently toxic, like "toxic masculinity" doesn't mean that about masculinity in the general case. These terms mean the over-expression of their worst aspects.

by viciousvoxel

4/16/2026 at 3:40:11 PM

[flagged]

by snackerblues

4/16/2026 at 4:08:56 PM

This comment seems to be both reductive and in bad faith.

Of course there is an idea of non-toxic masculinity that doesn't just equate to !masculinity. People love to bring up examples of non-toxic masculinity in media. Someone on reddit has even compiled a megalist of examples of non-toxic masculinity in film: https://www.reddit.com/r/MensLib/comments/eb0ir1/a_megalist_...

by mplanchard

4/19/2026 at 2:49:47 AM

That subreddit is about men crying and promoting feminism and being more feminine

by snackerblues

4/16/2026 at 4:02:03 PM

That's simply untrue; you're deliberately misinterpreting terms to grind a tired axe.

It is perfectly possible to be both masculine and non-toxic without being feminine. Refusing to allow that is toxic in itself.

by Peritract

4/16/2026 at 5:24:26 PM

> you're deliberately misinterpreting terms

Using the term "toxic" to describe things is an issue because people have an immediate negative reaction to it and go on the defence. Wording matters a lot and I'm unsure why there's such an insistence on calling things "toxic" when other words would both better describe issues and cause a less visceral reaction.

by SkyeCA

4/16/2026 at 11:03:55 PM

People deliberately and cynically choose to have that reaction (or pretend to). It's an adjective like any other, not even an inflammatory one.

by Peritract

4/17/2026 at 4:53:51 AM

Most people don't make a conscious decision in how they react to something emotionally, it just happens. If you want people to take what you say seriously you have to consider the PR side of things.

> not even an inflammatory one

I don't know how you can seriously claim this.

by SkyeCA

4/16/2026 at 3:51:46 PM

Lol, the irony of this post is succulent.

Society in itself is the act of exchanging some of ones individualism and freedom for a group identity.

Alligators don't have what we call a society, and they do things that we'd consider anti-social like eat the young of our own kind. The individual has ultimate freedom to do whatever they want. Humans consider these freedoms anti-social and harmful to others and restrict your behaviors in these manners by ever increasing punishment including death.

Effectively your statement boils down to a childs tantrum of "I want to do whatever I want to do and damn everyone else"

by pixl97

4/16/2026 at 3:22:18 PM

Saying that a type of individualism is toxic, doesn't mean that all individualism is toxic. Did adjectives change somehow?

by kraquepype

4/16/2026 at 3:43:35 PM

I hate toxic liberalism ao much. No it's not that all libs are naive idiots, not at all. Just the toxic ones

by snackerblues

4/16/2026 at 3:36:05 PM

Nobody said that that individualism is toxic

by Kbelicius

4/16/2026 at 3:42:12 PM

I hate toxic liberalism, toxic feminism, toxic gay rights, toxic DEI, toxic emancipation, toxic gun control, toxic abortions, etc.

No it's not that I'm against any those things just the toxic applications of them.

by snackerblues

4/16/2026 at 4:24:48 PM

As do I. What is your point?

by Kbelicius

4/16/2026 at 9:22:17 PM

They are only trying to prove their own point, playing their own language game they alluded to in another comment:

> In practice, both do mean exactly that. "Nontoxic individualism" is collectivism, "nontoxic masculinity" is femininity. You're not slick, everyone gets the language games at this point

by kraquepype

4/16/2026 at 5:55:01 PM

Well, feel free to drive yourself to another society once we get ours fixed.

by archagon

4/17/2026 at 4:37:42 AM

When we look at automobiles, we also see that there were many ways to adapt to them. It's true that there's many parts of the anglosphere where, without one, you are a second class citizen at best: The lived environment was built so that you could not live without them... but that's not the only choice. I spend part of the year in Spain all the time, and I might not get into a car once a month. Not because I am any kind of enthusiast, but because in the town I live when I am there, it's doesn't really help.

The different however is network effects. When we make a place better for cars, I make it worse for pedestrians. Your adoption of the car, and its pressure on my lived environment, has effects on me. Same as, say, people joining facebook or twitter. But do LLMs create network effects that are directly harmful, or is it just a matter of making it harder to compete, just like a mechanical watchmaker has less business now that it's so easy to have a reliable clock? Because the first case is a problem, but the second one... that's competition. It's civilization. And then it's not really a matter of cars vs pedestrians.

by hibikir

4/17/2026 at 2:48:07 PM

I think it does have some network effects. When people are sending you 800 line markdown "planning documents" and "specs", drowning you in slop, it induces demand for LLMs to re-deflate that content into something manageable.

by tpdly

4/16/2026 at 8:02:26 PM

More and more urban centers are banning cars in their cores. Especially older cities built before the automobile existed.

An analog might be the push for banning phones in schools. Setting apart times and spaces where serendipitous human interactions are encouraged by the lack of distractions.

by jimbokun

4/16/2026 at 11:20:57 PM

> Unavailable Due to the UK Online Safety Act

> Now might be a good time to call your representatives.

Well, not that must-read I guess

by madeofpalk

4/17/2026 at 2:26:23 AM

You say it as if the author made it not available, rather than your own government. If anything, it proves the author's point.

by catcowcostume

4/17/2026 at 2:25:41 PM

The author did make it unavailable. Nobody forced him to. He's kneecapping his own content and intentionally excluding UK users unnecessarily.

Some random developer blog is absolutely not the target of the Online Safety Act. The OSA applies to "services with a significant number of UK users or where UK users are a target market".

Anyone arguing that point is doing so in bad faith, probably to prove some agenda.

by wackget

4/17/2026 at 3:23:50 PM

I've put considerable time into this, including speaking with Ofcom directly. The guidance Ofcom issued for small site operators last year was that they did intend to target "one-man bands", and that there would be no guidance on specific numbers that constituted the "significant number" of UK visitors which triggers Part 3 and 5 provider restrictions.

by aphyr

4/17/2026 at 12:02:09 AM

Yes, in general government censored speech is inherently not important by the fact the government censored it. Like if it were important it wouldn’t have been censored. Obviously.

by eddythompson80

4/17/2026 at 2:26:12 PM

Except this is self-censorship. The author chose to make it unavailable.

by wackget

4/16/2026 at 3:13:23 PM

All blocked in the UK, sadly.

by ForHackernews

4/16/2026 at 3:49:05 PM

He's gay, and being gay online contravenes the UK Online Safety Act. Complain to your legislators.

by throwanem

4/17/2026 at 2:28:52 PM

For anyone who isn't aware, just ignore the above user and their obviously absurdly reductive take.

by wackget

4/17/2026 at 2:35:02 PM

I realize you don't have access to it, but all I'm actually doing is summarizing Mr. Kingsbury's own explanation for the geoblock your incompetent legislators made necessary. As his fellow American citizen, I have to say I found his argument compelling. Your opinion of it moves me rather less.

If you choose to regard that as "self-censorship," then frankly I can see even more clearly what drove him to the decision than I could before. I'll have to bookmark his instructions for how to configure such a block in nginx, in case I decide to publish anything online again in future.

In any case I don't really see where you're likely to have anything useful further to say to me, and I would like you please to stop trying. I don't come to this website just to be harassed by the ignorant, after all.

(Before you risk real legal trouble, you should know that I am myself homosexual and thus, as I understand it, actually protected, at least against some forms of maltreatment by UK subjects, under some of your rather bloodthirsty laws against defamation, harassment, et cetera. You should be careful what you say, perhaps. It would be a shame to see you arrested or ASBO'd or something of that unpleasant sort, merely over an earnest - if overenthusiastic and ill-considered - effort to speak your honest mind.)

by throwanem

4/16/2026 at 6:56:36 PM

That's funny, 'cos being anti-gay contravenes the UK Online Safety Act too.

by flir

4/16/2026 at 7:06:35 PM

Yes. I made no claim your legislators are competent. (Congratulations on the summary dismissal of the hereditary peers!)

by throwanem

4/16/2026 at 10:43:37 PM

[dead]

by aaron695

4/16/2026 at 6:58:43 PM

I think he is to pesimistic, a tool is a tool and if AI progresses without hitting a ceilling, i will see a potential future of a society which might explore space.

Musks SpaceX Keynote was ridiculous, don't get me wrong, but we will be able to see AI progress in the next 5 years which will give us some kind of gut feeling were the journey can go.

Also AI solves another problem: Compute. It was clear that we want some kind of compute but its like with 4k; We have 4k for ages now but it is not the default resolution on all displays sold. We stoped pushing the boundaries because invest is not here. People do not bother too much with it.

With AI and the richest companies and people want to see what happens, pushes the envolope a lot faster, pushes us to find solutions.

This AI Compute based on ML/Neuroal Networks can also be used for physics simulation, protein folding, and everything else.

Stoping technology is not an option and not a solution. Education is. We need to educate people.

by Glemllksdf

4/16/2026 at 11:40:04 PM

Actually, this AI Compute is not very useful for physics, protein folding or many other high performance computing.

The problem is that the connectivity required for much of AI is very different than that required for classic HPC (more emphasis on bandwidth, less on super low latency small payload remote memory operations) and the numeric emphasis is very different (lots of mixed resolution and lots of ridiculously small numeric resolutions like fp8 vs almost all fp64 with some fp32).

The result is that essentially no AI computers reach the high end of the TOP500.

The converse is also true, classic frontier scale super computers don't make the most cost effective AI training platforms because they spend a lot of the budget on making HPC programs fast.

by ted_dunning

4/17/2026 at 9:38:44 AM

Alphafold (protein folding) was trained on Googles TPUs which are not GPUs true but very close.

Flow simulation also happens on GPUs and not CPUs though.

El Capitan is the top 1 on top 500 and the flops ratio between CPU and GPU is nearly 1 to 100.

by Glemllksdf

4/16/2026 at 2:43:08 PM

I fear that outside of cataclysmic global warfare or some sort of butlerian jihad (which amounts to the same) this genie is not going back into the bottle.

This tech is 100% aligned with the goals of the 0.001% that own and control it, and almost all of the negatives cited by Kyle and likeminded (such as myself) are in fact positives for them in context of massive population reduction to eliminate "useless eaters" and technological societal control over the "NPCs" of the world that remain since they will likely be programmed by their peered AI that will do the thinking for them.

So what to do entirely depends on whether you feel we are responsible to the future generations or not. If the answer is no, then what to do is scoped to the personal concerns. If yes, we need a revolution and it needs to be global.

by yubblegum

4/16/2026 at 3:22:13 PM

> to eliminate "useless eaters"

It can't. It can't even deal with emails without randomly deleting your email folder [1]. Saying that it can make decisions and replace humans is akin of saying that random number generator can make decisions and can replace people.

It's just an automation tool, and just like all automation tools before it it will create more jobs than destroy. All the CEOs' talks about labor replacement are a fuss, a pile of lies to justify layoffs and worsening financial situation.

[1] https://www.pcmag.com/news/meta-security-researchers-opencla...

by ernst_klim

4/16/2026 at 3:37:51 PM

People have this misconception that first it was one way, and then <tech was released>, and they'll wake up and suddenly it is another. It's a slow creep. 10 years ago there were 5 of us on a team each responsible for something specific. Now I can do all of that. Teams and companies will downsize. How do you see AI creating more jobs? (I need some hope right now lol).

by MarcelOlsz

4/16/2026 at 4:18:47 PM

My hope is that there is a sort of Cambrian explosion of small software projects built by people who have absolutely no clue what they're doing. Many such projects will go nowhere, but some percentage of them will see success and growth. My second hope is that there will always come some threshold of complexity beyond which AI cannot effectively iterate on a project without (at minimum) the prompting of an expert in the field.

The combination of these two things could lead to a situation where there is a massive, startup-dominated market for engineers who can take projects from 0.5 to 1, as well as for consulting companies or services that help founders to do the same.

Another pair of hopes is that a) the LLM systems plateau at a level where any use on complex or important projects requires expert knowledge and prompting, and b) that because of this, the hype of using them to replace engineers dies down. This would hopefully lead to a situation where they are treated like any other tool in our toolbox. Then, just like no one forces me to use emacs or vim (despite the fact that they unambiguously help me to be at least 2x more productive), no one will force me to use LLMs just for the sake of it.

by mplanchard

4/17/2026 at 12:33:03 AM

> My hope is that there is a sort of Cambrian explosion of small software projects built by people who have absolutely no clue what they're doing

It doesn’t even have to be people with no idea what they’re doing. If you lay off enough smart people from big tech companies, those people might put together small companies that directly compete with larger ones at a fraction of the cost.

by janalsncm

4/17/2026 at 12:00:40 AM

Lots of small companies pumping out software to solve problems. What will happen is companies will switch to their software, get burnt and then never move off established large core tech similar to what we see today but far worse.

These small companies will only be able to sell through basically scam marketing.

by AuthAuth

4/17/2026 at 2:49:29 PM

Why? That seems like a huge leap. It's not even uncommon for small companies to make better products and take customers from bigger ones. That's how a lot of companies get started.

by Capricorn2481

4/17/2026 at 12:05:16 AM

That all implies that AI won't get ( much) better anymore.

I doubt that

by Bombthecat

4/16/2026 at 4:12:20 PM

It's made it cheaper to do whatever it is you did therefore the demand for it will go up. It's somewhat of an open question of where the new equilibrium is. Historically that can go either way. We have fewer farmers that we once did because there's a limit to how much food people will eat. But we probably don't have fewer carpenters as a result of power saws and nail guns. We probably have more because the demand to build things out of wood is effectively unbound.

by treis

4/16/2026 at 4:19:57 PM

Massive job loss from AI requires one of two things: actual human-equivalent AGI or no increase in demand.

Focusing on option 2 and software development, teams and companies will only downsize if the demand for software doesn’t increase. Make the same amount of stuff you do now but with less people.

What I think will happen is that enough companies will choose to do things that they couldn’t afford or weren’t possible without AI (and new companies will be created to do the same) to offset the ones that choose to cut costs and actually increase the amount of people making software.

I am pretty sure these are well known economic ideas but I don’t know the specific terminology for it.

by wilsonnb3

4/16/2026 at 9:36:11 PM

> no increase in demand.

We are already hitting the limits of demand in many areas of life. The fundamental currency that is not growing is human attention.

Sure, now you can be a musician and use AI to help you make an album in a weekend. Great. So can a million other people. Who's going to listen to them? Everyone is already inundated with more music than they could ever listen to in a lifetime.

Now someone who's never written a line of code can vibe code an app and upload it to an app store. Great. So can a million other people. Who's going to install those apps? When was the last time you found yourself thinking, "I wish I had more unmaintained apps on my phone!"?

Now someone who aspires to be a "writer" but lacks the willpower to craft sentences can throw a couple of bullet points at an AI and get a thousand word article out. Great, so can a million other people. Who wants to read more AI slop text on the web? There are already a million self-published authors whose books never get read. That's not going to get better when there are a billion of them.

All of us, every single one of us, is already drowning in information overload and is stressed out because of it. The last thing any of us want is more stuff to pay attention to. All of this AI generated stuff will just be thrown into the void and ignored by most.

by munificent

4/17/2026 at 12:10:15 AM

Also, I said it way before LLMs, when X started firing people. Software is more or less on maintenance mode. You don't need that many developers anymore and so many new features.

You don't need to create the next Facebook, Shopify, X etc.... Because it already exists and controls the market.

by Bombthecat

4/16/2026 at 5:23:36 PM

There are more options:

Mass unemployment, consolidation of all AI-related benefits in the hands of a few, an increase in demand that doesn't outpaced the loss of employment, increase in capabilities (not AGI) that mean a few chosen people can do most things without hiring other people, etc.

by the_af

4/16/2026 at 9:42:55 PM

If there is mass unemployment, who is going to buy anything from anyone? The "few" don't need or want us to be scraping in the dirt. They want us spending lots of money on their products, so their wealth increases.

I know it is the classic sci-fi dystopia where somehow despite endless advances in tech and automation, the masses can't figure out how to make it work for themselves and end up living in shanty towns on top of each other waiting for gifts from the elite, or scraping in dirt outside the cities, but come on... I just don't see that as being credible.

by munksbeer

4/16/2026 at 9:47:10 PM

> If there is mass unemployment, who is going to buy anything from anyone? The "few" don't need or want us to be scraping in the dirt.

> They want us spending lots of money on their products, so their wealth increases.

If we're considering scifi scenarios, imagine this: if full blown automation of everything is achieved, why would the "haves" need the "have-nots" buying anything at all? Why would they need them to exist, at all? Think about it. It's an extreme and we're not near it... yet.

> despite endless advances in tech and automation, the masses can't figure out how to make it work for themselves

If the tech (or the really helpful tech) is guarded behind a lock, and they don't hold a key, it's not a matter of figuring things out. Unless by figuring out you mean revolt?

by the_af

4/16/2026 at 10:05:45 PM

> If we're considering scifi scenarios, imagine this: if full blown automation of everything is achieved, why would the "haves" need the "have-nots" buying anything at all? Why would they need them to exist, at all? Think about it. It's an extreme and we're not near it... yet.

So we reach this post scarcity society, where everyone could be living a life of luxury, but this whole group of "haves" as you call them (who would they be?), somehow form this uniform view that they just don't want 99.9% of other people around and let them all die off while they guard themselves in gated cities or something.

It just makes no sense at all to me. Like in a sci-fi novel or movie where it is a plot requirement, ok, but in reality, I just cannot see the path and all the things required to get to that particular reality. So many ways it would work out differently.

by munksbeer

4/17/2026 at 4:15:45 AM

80% of “serious” discussion on contemporary LLMs is no better then sci-fi. Worse, even, because it’s by the readers and not the writers, who ostensibly made some effort to make their works realistic.

by keiferski

4/17/2026 at 1:35:18 PM

I'll add to this that 80% of any discussion of LLMs is instigated by CEOs of AI companies, and they themselves seem to believe scifi is a real-world education.

So yes, it's a bunch of scifi-addled selfish amateurs guiding and predicting the future. The AI people.

(Remember the "do not build the Torment Nexus" meme? It has a point).

by the_af

4/16/2026 at 10:22:40 PM

> So we reach this post scarcity society

A full automation society, where the implied post scarcity is not necessarily for everyone. Maybe it needs most of the population not to exist in order for the few to enjoy the lack of scarcity. Resources aren't infinite, but greed is.

I mean, resources and wealth could be far better distributed right now, no need for AI, yet most times this is attempted the wealthy fight tooth and nails against it, even though the impact for them would be very small. What makes you think having AI will magically make them better people?

> [...] this whole group of "haves" as you call them (who would they be?) somehow form this uniform view that they just don't want 99.9% of other people around

A uniform view on this matter is easier to achieve by an extremely small subset of people.

And really, do you need to ask "who are they"? I mean, the billionaires and owners of concentrated capital of the world?

> I just cannot see the path and all the things required to get to that particular reality.

You cannot see a path from unchecked capitalism and extreme concentration of capital, via total automation, to this particular reality?

It sounds like a failure of imagination. I see the people at the top being lying sociopaths and have no trouble believing this.

by the_af

4/17/2026 at 1:44:22 AM

Powerful people like to wield power over others. They want the masses to exist specifically so that they can feel superior and exercise their authority over others. They simply want the masses to be forever below them.

by BirAdam

4/17/2026 at 1:28:55 PM

This is actually an argument I find convincing. The powerful need the less powerful to exist, because otherwise in relation to whom would they be powerful? Who would show them they are powerful?

But even then, how many of the others would they need to exist?

by the_af

4/17/2026 at 7:56:09 AM

> It sounds like a failure of imagination.

I see it as the opposite. Doomerism is the easy path. It takes no imagination to repeat doomer memes and sci-fi dystopian tropes, without articulating exactly how we get there. I think what is far more likely is that as these tools proliferate, we continue on the path we've always done, some discomfort, probably negatively impacting some, but ultimately a better life when measured on the median. I don't see a way the billionaires take all power away from 99.999% of the rest of humanity without literally murdering them. And why would they want to murder them? It's much easier to just let everyone benefit.

by munksbeer

4/17/2026 at 1:50:30 PM

> Doomerism is the easy path. It takes no imagination to repeat doomer memes and sci-fi dystopian tropes, without articulating exactly how we get there.

It's not "doomerism" because there is a call to action, impractical as it may seem. TFA is stating one possible, if flawed course of action. There may be others. Doomerism just cries "the comet is coming, end your lives now!". Also, if you're honest, there is some articulation of how this may come to be, it's just that nobody is an oracle and the particulars are shifting.

> I don't see a way the billionaires take all power away from 99.999% of the rest of humanity without literally murdering them. And why would they want to murder them?

They don't need to actively murder them, they just need to restrict access to resources required for living (maybe made worse by the climate crisis) and this would alone cull the population "naturally".

Imagine a world of full, total automation of everything. The rich always needed the less rich to work for them, make things for them, pick up raw materials for them, take care of them, even be their security forces. But all of this would be unneeded with an inexhaustible force of robot labor [1]. This is one of my worries if they ever go all-in with the automation of the military... who will be there to have a crisis of conscience if given immoral orders? We're not there yet, but this is something to ponder.

> It's much easier to just let everyone benefit.

There are things right now that would be easy to do that do not get done. And in any case, I don't think anybody is arguing about what would be easier? Also, before you say it: who cares if it's self-destructive? There's a current subset of rich people who don't care if we're destroying the planet, presumably they don't care that much about their children or their children's children. Or maybe they hand wave it away, "someone, somehow, will take care of this problem in the future".

----

[1] a funny tangent, obligatory Bob the Angry Flower: https://www.angryflower.com/atlass.gif

by the_af

4/17/2026 at 3:41:59 PM

I just object to your reasoning on so many levels. I regard it as the current zeitgeist of anti-capitalism. Just lazy blame.

We are objectively living in the best times of human history, ever. The global median person in the world is much better off than their predecessors.

Is wealth inequality growing? Yes! This makes people angry. Does that automatically extrapolate to billionaires will murder people (actively or inactively) simply because they can?

A resounding, emphatic, NO. It doesn't extrapolate to that.

What will almost certainly happen is the same as every other time. The technology will disrupt, cause short term pain for some, but ultimately become just another commodity and push up the standard of living for the median person. Billionaires will continue to be billionaires, normal people will adjust, we'll find out ways to put human productivity to use, life will go on.

by munksbeer

4/17/2026 at 5:15:09 PM

> What will almost certainly happen is the same as every other time.

This is what seems to me like a failure of imagination. As I said, I envision other possible and even likely futures. I'm not an oracle so I don't guarantee them, I'm just saying we should be aware of those possible futures, and if possible do something about them.

There's no inevitability of progress. That's just wishful thinking.

I respect that you come from a different ideological perspective, but don't disregard mine as lazy. Chalking this up to "lazy anti-capitalism" is, in itself, a lazy position to adopt.

by the_af

4/17/2026 at 3:52:00 PM

[dead]

by cindyllm

4/17/2026 at 3:06:11 PM

Like you said, it is a failure of imagination. When someone says, "the billionaires and trillionaires won't need anyone else," the dystopian scenerio is not neccesarily "therefore other people won't exist or will eventually become extinct or killed" it's that other people will be straight out enslaved. With all the torture and suffering that entails. You know, the dystopian scenario that is more in line with centuries of recorded human history...The point is the rich won't need to listen to anyone else.

by sillyfluke

4/17/2026 at 3:34:53 PM

Why on earth would billionaires want to do this?!

It is complete dystopian fantasy.

by munksbeer

4/17/2026 at 3:50:44 PM

They don't just wake up one day and want to do this. They fear losing their power and want and try to maintain it at considerable cost to others due to that fear. The dynamics of society become such that the power imbalance and wealth inequality continues to increase, until eventually the threshold to something that is indistinguishable from slavery is passed.

Edit: By the way, just the other day the Trump admin trotted out a Doordash grandma in front of the cameras and asked her what she thought of trans women in sports. This grandma is doing doordash to pay off the medical debt of the cancer treatment of her dead husband because the US of A does not provide the minimum healthcare befitting of the richest country on Earth. We are already living in a dystopian fantasy.

by sillyfluke

4/17/2026 at 2:35:10 PM

Eh, nope.

We’ve had economies where the majority of rich people existed in a different economy, and everyone else lived in a different economy. Class mobility was poor.

Take the current K shaped economy, where a majority of retail spending is from rich people, and not the majority.

by intended

4/16/2026 at 4:05:12 PM

A few hundred years ago it took a team of 5 plus draft animals plough a field. Now one guy with a tractor can do it. Some teams and companies will downsize. New companies will appear doing things that we can't even imagine yet.

by nradov

4/16/2026 at 4:30:05 PM

> New companies will appear doing things that we can't even imagine yet.

I read this take a lot but I don't buy it. This isn't guaranteed by any means. And even if it does happen, isn't it just as likely that AI is deployed into those companies too and they don't actually result in any job growth?

by bluefirebrand

4/16/2026 at 5:15:53 PM

[flagged]

by nradov

4/16/2026 at 5:26:20 PM

That's not the rebuke you think it is. You made a claim (not original, I've read it before), someone expressed doubts about your claim (which if proven false, will have dire consequences) and you cannot wave it off with "there are no guarantees in life".

Sorry, you made a claim, there's good reason to believe your claim may not pan out, and if it doesn't the consequences are dire.

by the_af

4/16/2026 at 6:00:58 PM

I don't think it's a rebuke. I'm just explaining the reality of the situation.

by nradov

4/16/2026 at 6:38:45 PM

You said

> New companies will appear doing things that we can't even imagine yet

I have a really big imagination, so I will believe it when I see it. If you have any real idea what these new companies might be doing in the future then I'm all ears. But until then maybe stop trying to claim some kind of future knowledge based on some handwaved nonsense like "we can't even imagine what the future will look like"

And then trying to claim that's "the reality of the situation", please be serious

Edit: Maybe if you think the future is so unimaginable, you should take a look around at the present. Can you identify anything in our lives today that was not imagined by anyone in the past? Think about how every piece of technology ever made nowadays, someone can say "it's like the Torment Nexus from Famous Piece of Literature!"

by bluefirebrand

4/16/2026 at 7:48:36 PM

This comment equates to saying “I don’t care what you think”, and is a perfect example of something that is literally never justified to say on a forum where you have no requirement to interact with them.

If you don’t care what individual people think then simply don’t talk to them.

by lazyasciiart

4/17/2026 at 5:20:34 PM

No, I'm giving him actionable advice to improve his life. Take it or leave it.

by nradov

4/17/2026 at 2:55:11 AM

Yes, if we were computers that could be reprogrammed to new skills.

In the old days change was slow enough that few people got displaced from jobs requiring any substantial skill (although there was local devastation: for example, court reporters.)

Now, however, we are seeing change happening faster than people's careers. You can not realistically retrain into another high skill job--you're going to be the last to be hired. (There's a good reason Social Security Disability has cutoffs a 50 and 60 for how much change can be required!) And, likewise, someone who has worked a desk for decades is not going to be hired for a physical job. (Assuming they even can do it. I can't think of any physical job that wouldn't have me in a lot of pain in weeks at the most.)

by LorenPechtel

4/16/2026 at 5:13:59 PM

Are SWEs the farmers of the draft animals in this analogy?

by drivebyhooting

4/16/2026 at 5:27:07 PM

The SWEs are the draft animals, to be put out to pasture in the AI future.

by warkdarrior

4/17/2026 at 7:08:10 AM

Here's some hope: You will figure it out. You are already a person who is very curious, competent and experienced with making stuff.

by dgb23

4/16/2026 at 5:14:56 PM

> It can't. It can't even deal with emails without randomly deleting your email folder [1].

And early cars were expensive, dangerous, highly unreliable, uncomfortable, belched foul exhaust, and required knowledge of how to drive AND maintain them. We are far, far from that scenario these days.

by MisterTea

4/16/2026 at 6:10:30 PM

That's not proof that it will ever do those things in the future either, however.

by fl4regun

4/16/2026 at 9:27:29 PM

We have no proof what it will do in the future. I'm just maintaining the car analogy theme.

by MisterTea

4/17/2026 at 4:44:00 PM

> Saying that it can make decisions and replace humans is akin of saying that random number generator can make decisions and can replace people.

There are many studies concluding that for some tasks, experts make decisions that are no better than a dice roll, sometimes worse. So the game here is not to make good decisions, but to make a convincing argument. And it is something LLMs are really good at.

And it is ironic because it matches the job of a CEO pretty well. CEOs often make decisions with high uncertainty, the kind where it is hard to beat random, and they are expected to communicate with authority.

by GuB-42

4/17/2026 at 12:36:57 AM

This is where the logic behind AI goes against conventional wisdom.

It doesn’t have to be effective. It has to make CEOs believe it is effective.

by janalsncm

4/17/2026 at 12:47:53 AM

Ah, you mean, like lithium or Prozac?

by ButlerianJihad

4/16/2026 at 10:52:33 PM

A year ago it couldn't do tasks like this at all, what makes you beleive it can progress only this far but no further?

Random number generators can't solve open math problems, but it looks like AI agents can? [1]

[1] https://www-cs-faculty.stanford.edu/~knuth/papers/claude-cyc...

by resident423

4/16/2026 at 5:20:53 PM

> It can't. It can't even deal with emails without randomly deleting your email folder [1]. Saying that it can make decisions and replace humans is akin of saying that random number generator can make decisions and can replace people.

I don't think the comment you're replying to is saying that an evil AI bot will kill people. They are saying something along the lines of: mass job loss doesn't bother the AI companies because in the AI-powered future they envision, population reduction is a positive side effect.

by the_af

4/16/2026 at 3:01:40 PM

I'm tempted to (bitterly) point out that feeling responsible for future generations was already off the table decades ago when we decided to ignore our ecological footprints.

by repelsteeltje

4/17/2026 at 5:53:45 AM

Ecological footprints are more about the distribution of resource burdens between first and third world countries. Predictions about resource exhaustion have proved mostly false.

by Tarq0n

4/16/2026 at 2:56:25 PM

> This tech is 100% aligned with the goals of the 0.001% that own and control it

If AI is smart enough to replace the 99.999% it's also smart enough to replace the 0.001%.

by geremiiah

4/16/2026 at 3:08:30 PM

That fact doesn’t prevent the 0.001% from continuing to control it.

by layer8

4/16/2026 at 6:06:55 PM

Point is, if an AGI becomes powerful and capable enough of replacing 99.999% of humanity, the likes of Sam Altman and Elon Musk won't be able to control it.

by geremiiah

4/16/2026 at 6:23:10 PM

An electrician with access to a circuit breaker will be able to control it.

by nradov

4/16/2026 at 9:42:56 PM

This is called the AI Stop Button Problem. Computerphile has a great video on this (featuring Robert Miles) which explains why this is not a reliable solution to AI getting out of control. When the AI is smarter than all of humanity combined, the only real solution is for the AI to not get out of control in the first place.

by QuaternionsBhop

4/16/2026 at 10:20:21 PM

If people are going to produce unrealistic sci-fi videos they should at least try to make them entertaining and not just lame.

by nradov

4/16/2026 at 7:55:56 PM

The AI would have redundancy, both in terms of its power source and also because it can literally replicate itself and have multiple instances running all over the world. Also, an army of drones that you'd have to dodge just to go anywhere near any critical infrastructure.

by geremiiah

4/16/2026 at 10:22:02 PM

It's hilarious that your think you know what "AI" would have when it doesn't even exist

by nradov

4/16/2026 at 7:46:29 PM

It's only a little bit comforting that computers still live in meatspace when you consider something like an AI-controlled Metal Gear roaming around though.

by defterGoose

4/16/2026 at 8:35:00 PM

2001 Space Odyssey presents a different scenario

by pomian

4/16/2026 at 8:40:07 PM

It does exactly present that scenario, as Dave Bowman gains access to the circuit breaker (well, to the memory banks).

by layer8

4/17/2026 at 2:53:43 PM

Most people don't believe AGI is reachable, or that any of these tech CEOs even want to reach it. So we are discussing the more likely reality

by Capricorn2481

4/16/2026 at 5:56:56 PM

The 0.001% has a controlling stake in AI, so they're in the clear.

The 99.999% needs to assert their controlling stake in the technology. I don't know what this looks like. Maybe ubiquitous unionizing, coupled with a fully public and openly-trained LLM.

by archagon

4/16/2026 at 6:26:33 PM

There are already several fully open source LLMs. You can start participating in those projects today.

https://www.bentoml.com/blog/navigating-the-world-of-open-so...

by nradov

4/17/2026 at 12:01:54 AM

Are most of these distilled from other models? I'm talking about publicly owned and fully open foundation models, which will require significant government-level investment into GPU farms and training.

No chance of it happening in the US due to lobbying pressure, but maybe in a more civilized country... (unless a distributed SETI@home-type architecture becomes viable)

by archagon

4/17/2026 at 1:04:03 AM

I don't understand your comment. The USA is the most civilized country in the world. And some of the LLMs linked above are fully open source.

by nradov

4/16/2026 at 6:06:09 PM

The monkeys claimed ownership of the world's resources according to monkey law. I guess we are now subservient to the monkeys.

by geremiiah

4/16/2026 at 3:23:29 PM

Yes, but that isn’t the question as long as those wealthy people control most of the system: companies aren’t going to lose executives, they’ll shed the jobs which they don’t respect. Someone wealthy does not need to accept a bad deal to avoid sleeping on thr street. It’s everyone who isn’t insulated who has to actually compete for work.

by acdha

4/16/2026 at 6:10:17 PM

Besides the argument above, that an AGI powerful enough to replace 99.999% of humanity won't be controllable, there's also the economic argument: corporations, executives, all that means nothing if 99.999% are unemployed. Our economy is based on consumerism which will obviously cease to happen in a scenario where 99.999% of humanity is unemployed. The economic system would be so upended that ownership and such notions would become immaterial.

by geremiiah

4/16/2026 at 8:17:28 PM

If we meet in the post-apocalyptic wasteland, but I have an android slave with a gun and you have nothing but a rusty spoon, it's going to be pretty clear who the android belongs to, and who it serves. The android also makes it likely that I will have a bunch of other nice stuff that you don't. Food and water, for instance.

This scenario is not meant to be taken literally.

by caconym_

4/16/2026 at 8:14:39 PM

I would worry that it won’t go quickly to 99.999% but instead would grind down different groups of people slowly enough that they’d be able to entrench their power: being a cop will be a growth job, people would be given state-sanctioned automation-resistant work like picking crops as a condition of receiving social benefits, the Republicans would more seriously dust off the previously-fringe proposals to restrict voting to property owners again, etc.

Setting people against each other is a time honored way for a small elite to control a large population.

by acdha

4/16/2026 at 3:01:52 PM

I have given this serious thought over the years. I even have an unfinished novel exactly around that topic.

Energy. The key is controlling their access to energy.

by yubblegum

4/16/2026 at 3:50:12 PM

IMO this is a common trap. Certainly there's no boundary of cognitive capability that separates capitalist elites from those below them in terms of an AI's ability to outperform them.

But that doesn't really matter when we talk about "replacement" because these people don't "do" they simply "own".

They're not concerned about being outpaced at some skill they perform in exchange for money...they just need the productive output of their capital invested in servers/models/etc to go up.

by worace

4/16/2026 at 5:30:05 PM

It's not about capability. It's about who "holds the key". And sure, many currently with deep pockets and pushing for AI will miscalculate and get pushed by the wayside. I think many people who are not in the 0.001% are miscalculating right now in HN.

What's important is that ultimately some small subset owns this, and it doesn't matter how smart they are, only that they own the thing and that it cannot be employed against them (because they hold the key).

by the_af

4/16/2026 at 3:14:19 PM

No because the technology will be used against you.

by bauerd

4/16/2026 at 2:55:53 PM

Gonna beat this drum till it breaks:

  General strike and bank runs.
Not to collapse the economic system, but to present a credible threat of collapsing the economic system which AI development, as these elite and their platforms know it, relies on. When they're freaking out, we call for negotiations.

This only works if people with "secure" livelihoods not just participate, but drive the effort. Getting paid six figures or more in a layoff-proof position? Cool, you need to be the first person walking out the door on May 1st (or whenever this happens), and the first person at the bank counter requesting your max withdrawal.

by underlipton

4/16/2026 at 3:06:03 PM

Geopolitical realities and considerations require that the effort is synchronized and global. Assume great power X's society revolts and decides to reign in the financial and technological barons and lords, and do away with such things. Meanwhile, great powers Y, Z etc. are not doing this and one day people in X will wake up to AI drone swarms of these powers taking them over and they're back to square 1 and now not even a great power.

Collective humanity needs to think this matter through and take global action. This is the only way I fear, short of natural calamities (act of God) that unplugs humanity from advanced tech for a few generations again.

by yubblegum

4/16/2026 at 3:12:23 PM

You're free to take a vacation or quit working if you want to. Go ahead.

As for bank runs, no one cares. The big banks no longer need retail customer deposits as a source of capital for fractional reserve lending. Modern bank funding mechanisms are more sophisticated than that.

by nradov

4/16/2026 at 4:54:46 PM

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

In which the FDIC took unprecedented action, drawing down the DIF to backstop depositors beyond the insured $250k and offering a credit facility to other banks, in order to prevent "contagion" - a panic, a bank run - which was presumed to be likely after the 3rd largest bank collapse in US history. A bank almost no one outside of California had heard of before it died.

Bank runs are serious business, and far from being something "no one cares" about, even just talking about them makes banks nervous, because they can happen to even "healthy" banks. The big banks have been undercapitalized for more than a decade, and even a moderate run on a regional institution threatens the entire system. Which is why it should be done, or at least signaled as incoming; it's good leverage.

  >You're free to take a vacation or quit working if you want to. Go ahead.
The implicit, "I'll stay here, where I'm nice and secure," is delusion. People care about your outcomes even if you don't care about ours. Take the invitation to organize with others to secure your own future, to show just how much you're needed before your employer decides that you're not (however erroneously).

by underlipton

4/16/2026 at 5:18:09 PM

You really missed the point. SVB was undone by their own failure to manage interest rate risk, and then by the actions of corporate depositors. Retail banking customers had little to do with it. Corporations certainly aren't going to participate in some sort of pointless consumer protest.

by nradov

4/16/2026 at 6:00:38 PM

It's a liquidity problem. Retail absolutely can drop any given bank into a liquidity crunch by pulling out too many funds, too quickly. It doesn't even need to put a given bank at risk of insolvency, if the situation is read as widespread and/or growing, because as the event expands, so does the likelihood that someone else is mismanaging their books. Someone who is hooked into another institution, and another, and another. Contagion.

Anyway, corporate depositors have a duty to safeguard their capital. That means that if a bank run is underway by retail depositors, they're in line too, willing participants or not. This is why, again, even discussion of bank runs is discouraged, and their likelihood and effectiveness downplayed. They're built on turning the imperative of self-interest, which the financial industry is built on, on its head.

by underlipton

4/16/2026 at 6:03:08 PM

Nope, you're still missing the point. SVB had a solvency problem, not just a liquidity problem. And some silly consumer protest withdrawals will never be able to cause a liquidity problem for any bank that matters.

by nradov

4/17/2026 at 7:22:00 PM

Their liquidity problem WAS their solvency problem. The bank run is what did them in. Hence, this entire conversation

Read the previous comment again and at least attempt to understand it, please. (I don't expect you to, because you're approaching this conversation as someone who seems to know that I'm right, but who is obliged to deny with trivializing language like "silly", but I do have to at least ask. Anyone reading it will hopefully understand that your patronizing tone is masking anxiety.)

by underlipton

4/16/2026 at 3:39:13 PM

> layoff-proof position

What? I don’t know anybody who has a layoff-proof position.

by Ifkaluva

4/16/2026 at 4:27:54 PM

Should have been in quotes. People who think that they're secure (they're not).

by underlipton

4/16/2026 at 5:06:43 PM

It would be difficult, but not necessarily THAT difficult. With enough pushback from the public, AI would start getting regulated in meaningful ways. The problem is too many people love it, and see no problem with it. Because the momentum and money is on their side, it feels like it is impossible. Maybe things will turn out fine and we will just live in a similar but more depressing future, but if the pro-AI crowd gets bit and changes sides that could be a turning point.

by mrdependable

4/16/2026 at 9:47:29 PM

> Maybe things will turn out fine and we will just live in a similar but more depressing future

Or things could turn out more than fine and we progress as we've always progressed, towards more abundance and humans in 30 years will live massively better lives than we live today, just as we live massively better lives than people at just about any previous point in history.

by munksbeer

4/16/2026 at 11:10:14 PM

> more abundance

This is blatantly unsustainable.

> just about any previous point in history

The late 1990s is an exception for most people.

It sounds like things are going well for you. Be mindful of psychological projection.

by joquarky

4/17/2026 at 12:28:03 PM

> It sounds like things are going well for you. Be mindful of psychological projection.

It sounds like things might not be going well for you. I'm sorry. But be mindful of bias or seductive doomerism. The median person in the world today lives a much better life than about any previous point in history.

by munksbeer

4/16/2026 at 9:50:15 PM

[dead]

by cindyllm

4/16/2026 at 5:09:50 PM

The article skips the potential upsides of an AI future - like curing diseases, abundance, merge type immortality. I'm keen myself with nothing to do with the goals of the 0.001% really. I think the future generations will like the above and look back on now like we look back at medieval dentistary.

by tim333

4/16/2026 at 5:36:16 PM

I have nothing against AI as a technology but the notion of it "curing diseases" is so silly. The limiting factors are largely in fundamental biology research and then human clinical trials. There is no plausible way that LLMs will make those activities 10× faster or cheaper. Hard work still has to be done in the messy real world outside of computers.

by nradov

4/16/2026 at 5:58:51 PM

Re. disease cures I am hoping more for AlphaFold type stuff and simulating cells in silico rather than ChatGPT type LLMs. There is some progress like

>“There are people sitting in our office in King’s Cross, London, working, and collaborating with AI to design drugs for cancer. “That’s happening right now.” https://www.htworld.co.uk/news/research-news/isomorphic-labs...

and

>...enables researchers to move seamlessly from AI-generated sequences to functional antibodies in just days https://the-decoder.com/googles-ai-drug-discovery-spinoff-is...

by tim333

4/17/2026 at 12:07:52 AM

And none of that doesn't improve the throughput of the clinical trials. It just decrease the cost of coming up with things to put into trial.

by ted_dunning

4/16/2026 at 6:03:41 PM

But what if we could predict which treatments would be most successful with ~70% accuracy? It would potentially speed up the feedback loops right?

There may also be downsides, like skipping testing things that would enhance our fundamental understanding of something because the AI was wrong. But that’s already a problem , and having a better gauge in the early stages could be really helpful

by californical

4/16/2026 at 6:29:53 PM

What if I could flap my arms and fly to the moon? You haven't presented any scientific evidence that LLMs will enable such prediction accuracy. It's pure speculation and hope. Some smaller, incremental improvements to optimize research workflows are much more likely.

by nradov

4/16/2026 at 7:26:35 PM

I’m not saying that they will, but that investing in advancements to AI overall could do that.

Not making predictions that they will, just trying to give an example of a benefit that we may get out of this

by californical

4/16/2026 at 8:15:00 PM

What is your opinion on AlphaFold? Doesn’t that provide a speedup for one part of medication development and understanding disease?

by mckn1ght

4/16/2026 at 11:35:32 PM

Not really, you still have to validate the structures it estimates, which minimises any speed gains.

It can help a little bit in the early stages of drug design, but even if it was perfect (which it's not), there's a massive gap between understanding a protein structure, and understanding how a drug will or system will interact with it.

In a broader sense, understanding the structure of a protein is only a small part of drug development. Unfortunately biology is complicated, and we're an extremely far way away from solving it.

by yosame

4/16/2026 at 7:02:35 PM

LLMs help already a lot because plenty of normal people do not have programming skills. Evaluating test results is a lot harder if you do not know how to program or how to use a computer.

But LLMs compute requirement is so high that it pushes the boundaries of compute, memory and memory bandwidth which is fundamental for curing diseases.

LLMs math / neural networks can and are used for medical research. Simulating a whole body with proteins, cells etc. will bring us the breakthrough we need.

Nothing in modern medicin research is withoout compute.

AlphaFold def helps researchers around the globe.

by Glemllksdf

4/16/2026 at 7:11:47 PM

More accurate biological simulations could help but there is zero reason to expect that LLMs will be an effective platform for such simulations. That's pure speculation and probably wrong.

by nradov

4/16/2026 at 7:16:19 PM

Im not betting on LLMs for this, i'm betting on the LLM Compute infrastructure which is the same for simulations.

by Glemllksdf

4/16/2026 at 5:16:29 PM

Those upsides are currently just a fantasy and ignore the very real current downsides. They also do not in any way rely on AI to become a reality.

by mrdependable

4/16/2026 at 3:02:01 PM

This reminds me a bit of the ending of In the Beginning Was the Command Line:

> The people who brought us this operating system would have to provide templates and wizards, giving us a few default lives that we could use as starting places for designing our own. Chances are that these default lives would actually look pretty damn good to most people, good enough, anyway, that they'd be reluctant to tear them open and mess around with them for fear of making them worse. So after a few releases the software would begin to look even simpler: you would boot it up and it would present you with a dialog box with a single large button in the middle labeled: LIVE. Once you had clicked that button, your life would begin. If anything got out of whack, or failed to meet your expectations, you could complain about it to Microsoft's Customer Support Department. If you got a flack on the line, he or she would tell you that your life was actually fine, that there was not a thing wrong with it, and in any event it would be a lot better after the next upgrade was rolled out. But if you persisted, and identified yourself as Advanced, you might get through to an actual engineer.

> What would the engineer say, after you had explained your problem, and enumerated all of the dissatisfactions in your life? He would probably tell you that life is a very hard and complicated thing; that no interface can change that; that anyone who believes otherwise is a sucker; and that if you don't like having choices made for you, you should start making your own.

by AdamH12113

4/16/2026 at 2:49:51 PM

> ML assistance reduces our performance and persistence, and denies us both the muscle memory and deep theory-building that comes with working through a task by hand: the cultivation of what James C. Scott would call

Imagine being starting university now... I can't imagine to have learned what I did at engineering school if it wasn't for all the time lost on projects, on errors. And I can't really think that I would have had the mental strength required to not use LLMs on course projects (or side projects) when I had deadlines, exams coming, yet also want to be with friends and enjoy those years of your life.

by abricq

4/16/2026 at 9:45:11 PM

My kids are high school age. It's hard to convey the deep existential dread their generation has about the future.

* They are growing up in a climate that is worse than any prior generation had and getting worse.

* In the US, they are growing up in a time with less upward mobility and more economic inequality than the previous several generations had.

* Trust in social institutions and government is crumbling before their eyes.

* Blue collar jobs are already gone and white collar jobs have no certainty because of AI. Almost all of the money has already been sucked out of artistic professions and what little is left is quickly evaporating because of AI.

Imagine you're 17 like my daughter and trying to decide what to major in in college. You want to pick something that you think is likely to give you some kind of decent career and sense of stability. What do you pick?

Because, I'll tell you, she asks me and I have no fucking idea what to say.

by munificent

4/17/2026 at 11:03:53 AM

I'm hearing this from my 12 y/o daughter and it's breaking my heart.

When I was in school (US, Ohio, 48 y/o) we got the "if you don't go to college you'll flip burgers" spiel from our teachers / guidance counselors.

Last week she got a variant of that except the teacher thoughtfully added "and burger flipping will be done by robots so you can't even fall back to that". The teacher threw in a healthy dose of suggesting creative jobs will all be destroyed and that "learning to manage AI" is the only viable future career path.

Trades are what my daughter brought up as a viable career path (and I was proud when she did). She also pointed out her school focuses heavily on "college prep" and is loathe to even mention that trades exist.

Edit:

I'm telling my daughter to lean on her interpersonal skills and charisma, and take every opportunity to lead groups. Being a physically present, inspirational, and effective leader is, I figure, a role that isn't going to go away any time soon.

I didn't go to college (beyond an Associate I grudgingly completed) and I didn't end up "flipping burgers". I concentrated on marketable skills in an industry that was growing, and I leaned into good writing and communication, and entrepreneurship. I've tried to hold this up to her, though I am quick to concede that the world is different now, by a large margin, from when I got started.

by EvanAnderson

4/17/2026 at 2:33:58 PM

I really don't see why you think trades are insulated; as someone who dabbles in plumbing, plastering and electrical wiring.

A significant amount of demand for both is due to knowledge barriers - and the fact that you need to certify work.

by yw3410

4/17/2026 at 5:28:39 PM

LLMs aren't going to remove the "moat" that comes from owning specialized tools (sewer and drain cleaning machines, pro-quality welders, etc), and having a procurement and service infrastructure.

Individual property owners who want to dabble already have that option from the myriad YouTube videos available to them (and arguably they're more trustworthy than LLM slop), just as they've had with books and other media in the past. I don't see LLM-based trade "knowledge" as somehow fundamentally different.

Commercial service and construction isn't going to get put out of business any time soon by "dabblers" learning from LLMs.

by EvanAnderson

4/17/2026 at 7:02:44 PM

I'm not sure where you're based, but having friends who are tradies most of the procurement and service infrastructure isn't owned by them at all.

Putting in a new kitchen or rewiring a house isn't beyond the physical abilities of most people and their customers tend to be the same middle class knowledge workers which AI is expecting to cannibalize.

As to your point about the knowledge being freely available; just as it's easier to ask an LLM about software questions, the same is true for other fields. It might not be accurate, but it doesn't really need to be - it just needs to lower the barrier for people to try.

Basically what I'm saying is that I absolutely expect secondary side effects for the trades if it has a big impact on knowledge workers as well.

by yw3410

4/17/2026 at 3:04:24 AM

> Blue collar jobs are already gone

This isn't true at all. There's never been a better time to be in the trades.

by sneak

4/18/2026 at 10:23:53 PM

I should have been clearer, but by "blue collar" I was thinking more argriculture and manufacturing. Most of the farm jobs are gone from automation and most of the factory jobs are gone to China.

You're right that the trades are still an option and one my daughter is seriously considering. It's a mixed bag. Those jobs still exist, pay decently, and aren't likely to be taken away by AI soon. But many of them are brutal on your body and the sexism is rampant.

by munificent

4/18/2026 at 5:04:51 AM

Stop spam calling people you harasser

by sneak2

4/18/2026 at 7:44:03 PM

I’m not and never have - please contact me directly at the email address in my profile to give me more information about why you think I’m involved in such activities. I’d like to know if someone is joe-jobbing me.

by sneak

4/17/2026 at 1:41:43 PM

> There's never been a better time to be in the trades.

I imagine it was _slightly_ better when you didn't have to worry about unlimited numbers of illegal immigrants ready and willing to undercut you.

by xienze

4/17/2026 at 5:07:12 AM

I feel for you deeply. I’m equally fearful of this for my children, but one small blessing of my kids being very young is at least the ambiguity will probably be over by the time they have to decide. I don’t expect there to be good choices, but at least it will be clear?

by dalyons

4/17/2026 at 1:05:24 AM

How about professions that require licensing to practice (civil engineering, accounting, insurance, actuarial science, law, medicine, pharmacy, nursing), or work in the government sector (defense, military, municipal/state/federal agencies)?

by tithe

4/17/2026 at 7:30:11 AM

I'd go with nail technician, barber, electrician, mechanic, beauty salon, plumber, coffee shop, window washer, construction

I see these types of jobs flourishing in my community. My barber is fully booked for the next month, and a hair salon owner in my street bought a new property and started a second hair salon... In the same street! And the second salon is also fully booked.

by pprotas

4/17/2026 at 5:42:51 PM

I think being a chef is a pretty future proof career choice. For AI to kill that profession it would need a very dexterous robotic body and the ability to taste, and it would need the special something that determines good taste.

by i_love_retros

4/18/2026 at 10:25:32 PM

Probably future-proof in that it won't get any worse than it already is, but the food industry is notoriously miserable. Shit pay, bad hours, extremely stressful work environment, lots of drug use, etc.

by munificent

4/17/2026 at 3:01:47 AM

Nursing perhaps? It seems like caring for other people would be useful even in an otherwise runaway AI world.

by orangecoffee

4/18/2026 at 10:24:42 PM

My other daughter is likely to go into something medicine-releated. That's a good suggestion. My oldest daughter really doesn't like touching people, so medicine is probably the last thing she'd ever want to do.

by munificent

4/16/2026 at 5:35:58 PM

Yeah, I think about this a lot.

Those days of grinding on some grad school maths homework until insight.

Figuring out how to configure and recompile the Linux kernel to get a sound card driver working, hitting roadblocks, eventually succeeding.

Without AI on a gnarly problem: grind grind grind, try different thing, some things work, some things don't, step back, try another approach, hit a wall, try again.

This effort is a feature, not a bug, it's how you experientially acquire skills and understanding. e.g. Linux kernel: learnt about Makefiles, learnt about GCC flags, improved shell skills, etc.

With AI on a gnarly problem: It does this all for you! So no experiential learning.

I would NOT have had the mental strength in college / grad school to resist. Which would have robbed me of all the skill acquisition that now lets me use AI more effectively. The scaffolding of hard skill acquisition means you have more context to be able to ask AI the right questions, and what you learn from the AI can be bound more easily to your existing knowledge.

by brotchie

4/17/2026 at 6:49:15 AM

What strikes me is that AI can also be the best teacher in the world: your Makefile is not working, you ask the LLM what's wrong, you learn something new about the syntax, you ask for more details, you learn more, you ask about other Makefile syntax gotchas, etc. This is the most efficient deliberate practice possible: you can learn in minutes what would take hours of Googling, tinkering and scouring docs. You have a dedicated teacher you can ask your silliest questions to and have the insight you need "click" way faster.

The problem is: (almost) nobody does that. You'll just ask Claude Code to fix the build, go grab a coffee and come back with everything working.

by leonidasv

4/17/2026 at 3:41:49 PM

You're not learning, though. So much of learning is going down the wrong path, realizing it's wrong, and retaining what you learned from that wrong path and realizing its applicability in the future. Being able to immediately find the correct answer doesn't teach you anything, it allows you to memorize the correct answer for this situation. It expands the depth of your knowledge graph (assuming you remember the answer) but you don't expand the breadth.

by jakeydus

4/17/2026 at 9:21:45 AM

> you ask the LLM what's wrong, you learn something new about the syntax

So if you have no LLM to ask, can you figure out on your own what is wrong? Just by reading documentation?

That's also an important skill to have.

by dirkt

4/17/2026 at 11:24:48 AM

I dont think that would teach you much. Theres a reason that math textbooks for high schoolers have one theorem, and then a whole chapter of practice problems. Simply reading how to do something doesn't teach you how to do it, you have to experience it again and again.

by djaro

4/16/2026 at 9:59:08 PM

There are two sides to each coin though. For an employer, that grind is just additional cost that could be reduced by "AI".

It's like the difference between hand-made furniture and IKEA.

Until OpenAI etc need to turn a profit.

by 4ndrewl

4/17/2026 at 1:03:31 AM

I'm a professor at uni, and this is what is happening -- many students are never really learning. Then they crash into exams at the end of term when they don't have their AI, and they bomb, I'm seeing failure rates like never before.

Now, part of me thinks 'is not letting students having AI like not letting them have a calculator'. On the other hand, if I just let the AI do the exam, well I don't really need the student at all do I?

by CJefferson

4/17/2026 at 11:36:14 AM

When kids learn calculation, they indeed are not allowed to use a calculator.

Same is true for your field now. When kids learn things the AI already knows, it's clear they can't use the AI.

If you want them to become smarter than the AI, they will have to pass through a period where they are dumber than the AI, and it's clear at that point they can't use it.

AI raised the bar, that's all. But it's still a bar that can be passed with human intelligence, and your job is to get them past that.

by koonsolo

4/18/2026 at 12:47:45 AM

> it's still a bar that can be passed with human intelligence

Can you expand on this?

by rogerrogerr

4/18/2026 at 9:40:35 AM

As a developer becomes better, they become better than an LLM, being able to deal with more complex things than what an LLM can handle. Some people will not be able to pass it, but others will.

When there will ever be AGI (I don't think this can be achieved with the current architecture, it needs another AI breakthrough), then we might not be able to surpass it, much like chess currently.

by koonsolo

4/16/2026 at 6:56:42 PM

That is part of why I am not... too worried as an engineer?

Like years of manually studying, fixing and reviewing code is experience that only pre ~2020 devs will have.

The intuitive/tacit knowledge that lets you look at code and "feel" that something is off with it cannot really be gained when using Claude Code, it takes just 1000s of hours of tinkering.

It will suck if the job shifts to reviewing and owning whatever an LLM spits out, but I don't really know how effective new juniors are going to be.

by ericmcer

4/16/2026 at 8:59:39 PM

> but I don't really know how effective new juniors are going to be.

True. Pretty soon, pre-AI devs may be the COBOL/Fortran engineers of this era: niche and hard to replace.

by vlapec

4/18/2026 at 12:48:16 AM

And there are, like, six of them.

by rogerrogerr

4/16/2026 at 4:45:36 PM

This is the part that worries me most. It's not really about individual discipline - it's that anyone who chooses to struggle through problems the hard way is now at a measurable disadvantage against peers who don't. The incentive structure actively punishes the behavior that produces deeper understanding.

by ethan_smith

4/16/2026 at 5:10:26 PM

Here are the articles in this series that got significant HN discussion (in chronological order for a change):

ML promises to be profoundly weird* - https://news.ycombinator.com/item?id=47689648 - April 2026 (602 comments)

The Future of Everything Is Lies, I Guess: Part 3 – Culture - https://news.ycombinator.com/item?id=47703528 - April 2026 (106 comments)

The future of everything is lies, I guess – Part 5: Annoyances - https://news.ycombinator.com/item?id=47730981 - April 2026 (169 comments)

The Future of Everything Is Lies, I Guess: Safety - https://news.ycombinator.com/item?id=47754379 - April 2026 (180 comments)

The future of everything is lies, I guess: Work - https://news.ycombinator.com/item?id=47766550 - April 2026 (217 comments)

The Future of Everything Is Lies, I Guess: New Jobs - https://news.ycombinator.com/item?id=47778758 - April 2026 (178 comments)

* (That first title was different because of https://news.ycombinator.com/item?id=47695064 - as you can see, I gave up.)

p.s. Normally we downweight subsequent articles in a series because avoiding repetition of any kind is the main thing that keeps HN interesting. But we made an exception in this case. Please don't draw conclusions from that since we'll probably get less series-ey, not more, after this! Better to bundle into one longer article.

by dang

4/16/2026 at 5:23:37 PM

If you enjoyed reading these and would like more, very few folks read sections 2, 4, or 6. They might be up your alley:

2. Dynamics - https://aphyr.com/posts/412-the-future-of-everything-is-lies...

4. Information Ecology - https://aphyr.com/posts/414-the-future-of-everything-is-lies...

6. Psychological Hazards - https://aphyr.com/posts/416-the-future-of-everything-is-lies...

by aphyr

4/16/2026 at 9:38:19 PM

This series is seriously the best thing I have read about AI. Thank you thank you thank you for doing so much hard thinking and taking the time to write it all up. It's a monumental work and extremely valuable.

The next time someone asks me where I think AI is going, I'll just point them at this series.

by munificent

4/17/2026 at 1:05:42 AM

I have read every post in the series and really appreciated it.

I've had a tremendous amount of respect for you since I first encountered the Jepsen analyses, but your breakdown of the likely impacts of LLMs and ML may impress me more.

You've articulated very well several concerns of mine that I haven't seen anyone else mention, and highlighted other issues I had not previously recognized.

Thank you for publishing this now, when it could still have some influence, rather than polishing and researching and refining until it was thoroughly rigorous and too late to be relevant.

by NateEag

4/17/2026 at 12:09:27 PM

> Normally we downweight subsequent articles in a series because avoiding repetition of any kind is the main thing that keeps HN interesting

This is in jest right? Yesterday hn posted a paper from 1983... I regularly see 20 year old articles reposted, you've even got a section in your code of conduct arguing how you aren't Reddit despite the apparent nature of this site....

by bcjdjsndon

4/17/2026 at 9:57:35 PM

I think I see the misunderstanding here! By repetition I didn't mean "anything that has ever appeared before". I meant "the frontpage being too similar to other recent frontpages". We could call the former absolute repetition and the latter relative repetition.

For community happiness, what matters is avoiding relative repetition. Absolute repetition isn't a problem because, once enough time has gone by, everything old becomes new again. It's like the second-hand clothing store in my home town that used to be called "New to You". (Actually it was called "New 2 You", but I'm pot-committed to the wrong spelling: https://hn.algolia.com/?dateRange=all&page=0&prefix=true&que....)

In this sense, historical material usually counts as non-repetitive because it doesn't appear much and when it does, the topic is usuually unlike anything else. It is, in fact, some of our most uncorrelated material, so we encourage it.

For example, today we have lunar dust, Trojan coins, and a lost folk singer. A few days ago we had APL source code, medieval pronouns, and lord knows what else.

In the case of classics—perennial submissions that most HN readers either know or would probably enjoy—we explicitly allow them to be reposted after a year or so, and often list the previous discussions because many readers enjoy scrolling back through those too. Here's a current example: https://news.ycombinator.com/item?id=47811186.

by dang

4/16/2026 at 6:16:26 PM

Why would a series of articles imply repetition?

Let's presume there's a series on re-making the antikythera mechanism:

1. Metallurgy: finding, mining and smelting the ore

2. Building the tools (files, molds, etc)

3. Designing the mechanism

4. Making the parts (gears, bearings, etc)

Am I wrong or there's no repetition, except maybe the title and calling it a series? Why reject parts 2, 3, 4?

by GeoAtreides

4/16/2026 at 7:28:54 PM

The overall topic is the same, even in the hypothetical sequence you mention. Keep in mind that even if an article series is strictly partitioned into distinct parts, the discussion threads mostly won't be - all the different aspects will blend together, which means the threads will be more like "the same soup over and over" than "one about metallurgy, one about design, etc."

(Edit: I just noticed that strbean already made this point in the sibling comment!)

Also: usually the splitting into a series is somewhat artificial. In the worst cases, people try to make the segments be like TV episodes with cliffhangers, to push you to the next bit. That's a poor fit for HN. But even when they don't, to get the full "meal" you still have to go through all the parts. Few people do that, and the threads as a whole never do. This makes it less interesting and satisfying.

But there can be exceptions, and (ironically?) featuring an occasional exception mixes things up and so reduces repetitiveness! The trouble is that once people see one exception, they immediately expect/want others, pushing things back into a repetitive sequence and making the site less interesting again. It's a bit like telling the same joke twice in a row—the interest is all in the first telling.

by dang

4/16/2026 at 6:59:14 PM

Guess: there is likely some repetition in articles in a series, but there is a ton in the discussion here, and that is what HN wants to avoid. Discussion on a link that bundles together the parts of a series helps avoid excessive rehashing in the comment sections.

by strbean

4/16/2026 at 10:59:49 PM

fyi, the entire domain is unavailable in the UK “due to the online safety act.”

by chatmasta

4/16/2026 at 1:47:55 PM

I agree with the general sentiment that the structure of society is going to change, but I don't know what the satisfying solution is. It's hard to imagine not participating will work, or even be financially viable for me, for long.

by airza

4/16/2026 at 1:54:49 PM

I agree. I'm the AI luddite on my team of red team security engineers, but I'm still using it in very limited use cases. As much as I disagree with how the guardrails around AI are being handled, I still need to use it to stay relevant in my field and not get canned.

by wedemmoez

4/16/2026 at 1:56:37 PM

I'm already adding "Agentic Workflows" as a skill in my LinkedIn profile. Cringed hard at that, but oh well...

by hootz

4/16/2026 at 2:02:45 PM

What if the hiring managers at the jobs you'd actually prefer to work at also cringe when they see it on your profile?

by pydry

4/16/2026 at 2:36:49 PM

It's becoming so ubiquitous, I highly doubt it. At worst I think a manager would just see it as fluff, but not a negative.

by hn_throwaway_99

4/16/2026 at 2:54:04 PM

I hope the hiring managers I would actually want to work for would see it as a red flag on resumes

by bluefirebrand

4/16/2026 at 5:59:30 PM

At this point, I'd assume those hiring managers are also being forced to use AI in their jobs (or pretend, at least) and probably wouldn't read too much into it if it's not a substantial portion of their resume. I do feel the same way, though.

by pesus

4/16/2026 at 4:38:54 PM

Why? It's just the name of the game, everyone gets it. Especially if you're a generalist/frontend type.

by MarcelOlsz

4/16/2026 at 6:40:36 PM

It's simply not a game I'm interested in playing. I'll find something else to do instead, leave the AI jockeying to others.

by bluefirebrand

4/16/2026 at 8:27:58 PM

I asked coz know several managers who would look upon it as a red flag and I suspect OP would probably prefer to work for them rather than AI sheep.

by pydry

4/16/2026 at 2:16:51 PM

That's actually a really good point.

by hootz

4/16/2026 at 1:58:38 PM

I'm using claude but then refuse to do much cleaning up of what it spews. Im leaving that for the PR reviewers who love AI and going through slop. If they want slop, I'll give them the slop they want.

by miltonlost

4/16/2026 at 2:04:24 PM

Not advocating that people should follow this but:

As someone that loves cleaning up code, I'm actually asking the vibe coders in the team (designer, PM and SEO guy) to just give me small PRs and then I clean up instead of reviewing. I know they will just put the text back in code anyway, so it's less work for me to refactor it.

With a caveat: if they give me >1000 lines or too many features in the same PR, I ask them to reduce the scope, sometimes to start from scratch.

And I also started doing this with another engineer: no review cycle, we just clean up each other's code and merge.

I'm honestly surprised at how much I prefer this to the traditional structure of code reviews.

Additionally, I don't have to follow Jira tickets with lengthy SEO specs or "please change this according to Figma". They just the changes themselves and we go on with our lives.

by whstl

4/16/2026 at 4:49:16 PM

Favorited. I was talking to someone (non-dev) yesterday who prototypes with Claude and then goes back/forth with the lead engineer to clean it up and make it production worthy (or at least more robust). I like that model.

by grvdrm

4/16/2026 at 2:38:53 PM

Just started work on a project. Greenfield and "AI accelerated". PRs diffs are in the range of 10s of thousands of lines. In the PR, it is suggested to not actually read all the code as it would take too long.

by MSFT_Edging

4/16/2026 at 2:48:31 PM

If you push a change, or you approve, you're responsible for the change and its effects later. Regardless of size. If change is too big, tell your teammates its too big to review and to refactor to bite-size with their great coding agents. Use AI models also for review of large changes, consider a checklist . Setup CI and integration tests (also can be AI assisted)

by jmccaf

4/16/2026 at 7:49:09 PM

Agreed, and something will go wrong (as every junior has experienced). You cannot lay blame on the AI when git blame shows your name.

by JTbane

4/16/2026 at 6:24:07 PM

Oh there's plenty of CI, linting, etc. Half of which is not properly plumbed in.

by MSFT_Edging

4/17/2026 at 12:34:55 AM

Yeah, but look at all those green tests!

by arcanemachiner

4/16/2026 at 2:05:04 PM

I thought the de facto policy was that the individual remains responsible in a team context.

by kelzier

4/17/2026 at 1:50:46 PM

That attitude is so last-month, get with the program!

by duskdozer

4/16/2026 at 2:19:00 PM

Sweet summer child.

by notpachet

4/16/2026 at 2:33:42 PM

based. our CEO has made it clear that we're expected to use LLMs to shit out as many features as we can as quickly as we can, so that's exactly what I'm doing. Can't wait to watch leadership flail around in a year or two when the long term consequences start to become apparent

by jbxntuehineoh

4/16/2026 at 3:34:12 PM

> when the long term consequences start to become apparent

Choose your own story!

and then a) programmers become relevant again and slowly fix all this crap, b) Claude 7.16 waltz through fixing things as it goes.

by red75prime

4/16/2026 at 3:13:07 PM

You'll just get laid off and they'll be onto the next hype cycle as visionaries.

by eloisius

4/16/2026 at 2:21:55 PM

That's exactly it. This person does not understand the coercive competition of the market. If you don't use new tech, you are going to be undercut by people who do. And every HR dept is going to expect to to have experience with AI even if the department that’s hiring doesn't really use it. If the author's supposed solution to the problem has negative personal consequences, why would you do it? To be nice?

by chungusamongus

4/16/2026 at 2:28:27 PM

No. I'm doing it because I care more whether I can live with myself than whether I impress people with the name of who I work for. Hence much of my recent comment history here, for example. I don't want any of these people getting the idea they should want me to work with them, either. I do want my name on every industry blacklist I can possibly get it on. Those will eventually be revealed - remember Franklin's dictum, fellas! That shit always comes out in the end - and I look forward to that day with pleased and eager anticipation.

At the moment I'm more looking at menial work for one of the local universities. Money is money, and my needs are small; the work is honest, I still should have a decade or so of physical labor left in me, and it carries the perk of free tuition for the degree I never had time for. I would have the time and energy to write, perhaps, even! And, however badly the people in charge are running things lately, the world will always need someone good at cleaning a toilet. (And I am already pretty good at cleaning a toilet!)

by throwanem

4/16/2026 at 2:51:29 PM

That's nice for you but other people have kids to feed and don't particularly care about your little crusade, which will fail.

by chungusamongus

4/17/2026 at 11:57:09 AM

Theres no reason to assume that. Its equally likely trying to replace jobs with AI is the "little crusade" thst no one cares about and will fail.

by djaro

4/17/2026 at 12:15:56 PM

I wouldn't say no one cares about it, and I am not at all sure it will fail - nor that it should; there are better futures available from here, also.

Honestly, if I'd cottoned on quicker to the guy's real problem, I would've treated him more gently sooner. It's not quite true that an addict can't help himself, and in the place where that's false is the hope of recovery. But to blame people for getting hooked on the shit Silicon Valley is pushing, would be like blaming people for getting an opioid habit when the hardest imaginable versions of that drug were handed out like candy for decades.

Exactly like, in fact. Some people on this forum have BOP numbers waiting for them. You know who you are. In time, so will everyone.

by throwanem

4/16/2026 at 3:24:55 PM

Go look in a mirror, not at me. That's where the argument is waiting that you're feeling urged toward.

by throwanem

4/16/2026 at 6:00:07 PM

What you just said was an elaborate tu quoque fallacy. You aren't comprehending my basic point, which is that individual ethical decisions are not going to make a difference when all of the broader incentives are causing people to act otherwise.

by chungusamongus

4/16/2026 at 6:26:52 PM

The idea behind principles is that you're supposed to stick to them anyways.

by EinigeKreise

4/16/2026 at 10:51:15 PM

Lets put aside the fact that none of you have coherently outlined what supposed principles are relevent here. The thing worth noting is, the argument presented in the article seems to be consequentialist, and I'm saying it will fail to produce the consequences the author supposedly wants.

by chungusamongus

4/16/2026 at 10:56:39 PM

I have at no point been less than direct, straightforward, and clear. You have radically misunderstood my argument because you are motivated to do so.

Mr. Kingsbury, author of the article under discussion, has considerably better sense than I, and so far as I know never comments here. You've radically misunderstood his argument too, though, for what little that knowledge may aid.

by throwanem

4/16/2026 at 7:33:32 PM

Really weird that you're basically advocating people to not have principles if they don't align with "broader incentives". Also lol at you pulling the "some people have kids to feed" bullshit in a thread where we're all making way more money than most people.

by dilDDoS

4/16/2026 at 7:43:28 PM

I think some of you do not have a grasp on systems thinking at all, and its embarassing for people who supposedly frequent communities like these. I'm not advocating anything. I'm making a descriptive statement. I do worry that basic lack of understanding between descriptive and normative claims is contributing to the confusion here.

by chungusamongus

4/16/2026 at 8:18:20 PM

That's rich out of somebody who obviously has no concept of signaling theory. Not to mention, of course, that "systems thinking" makes no comment on human ethics or morality. Unlike some, the people working in the field seem generally to know their limits.

But you're right that clarity is important. In that spirit, it was your cowardly effort to excuse your behavior, and your obviously motivated effort to ameliorate its moral odium which you feel, that I criticized. This was and is in the course of helping you fully grasp that whatever is driving you, here, feels unconscionable to you because it is unconscionable and you know it, just as you understand in your heart that there is no excuse. Else you would not strive so here, in the hope someone else may supply what you failed to achieve alone.

I don't know just what it is that you're feeling so exercised with guilt over. Nor do I care. You know. For the rest of us, I confide, it will eventually become part of the public record, and I'm happy to wait that day without further unprompted comment here.

by throwanem

4/16/2026 at 7:38:07 PM

I know lots of families who feed their kids just fine on something less than a quarter million US a year. Just about all the families I know with kids, these days.

by throwanem

4/16/2026 at 8:56:04 PM

If we want to get into anecdotes... most of the people I know with kids are seriously struggling. And that aligns more closely with economic data than what you said. Most people do not have a robust emergency fund at all.

by chungusamongus

4/16/2026 at 9:02:51 PM

I understand why you would rather "get into anecdotes" than answer my point. I don't understand why you keep posting, save perhaps that "the guilty flee where no man pursueth." The account you're using is without history or reputation. All you have to do to make this end is stop.

by throwanem

4/16/2026 at 10:50:15 PM

I did address your point by directly refuting it, and you responded with a total non sequitur. Are you okay buddy? I'm making a relatively basic argument about the ability of households to make ends meet and you're quoting bible passages, looking into my account history, and making random accusations. The guilty flee where none pursueth? You're literally attempting to prosecute me, lmao. But please, "pursueth" away. You are the one who looks a little weird in this scenario.

I made my account today because I wanted to comment on this article and I didn't have an account previously. Is that a crime? Are you going to report me to the thought police? Lmao some of the people on here are a little intense. Maybe take some deep breaths and realize I'm not trying to harm you. I wish you the best. I just disagree with the way you think on this particular issue.

by chungusamongus

4/16/2026 at 10:54:22 PM

It's remarkable to me that you should be so concerned with my perspective, if you believe me insane as you now claim. (What will it be next? That I have too much time on my hands? That's often next from here.)

Evidently you are concerned with my perspective, considering the effort you keep going to to continue to gain its benefit. I've explained why I think that is, and I'm not likely to change my mind at this point. You should really think about why it means so much to you to keep trying to negotiate otherwise.

by throwanem

4/17/2026 at 12:03:35 AM

Literally every single one of your responses is an attempt to deflect by psychologizing your opponent. It’s very transparent.

by chungusamongus

4/17/2026 at 12:15:33 AM

Then it should be easy for you to dispose of me, shouldn't it? If you can see right through me, I mean, the way you say you can. And yet. And yet.

by throwanem

4/16/2026 at 7:08:17 PM

If you keep telling yourself that, do you think it will eventually help you sleep at night?

by throwanem

4/16/2026 at 11:17:36 PM

What makes you think none of us have families?

by hackable_sand

4/17/2026 at 12:00:31 AM

If you have a family and you are doing what this guy is suggesting, that is extremely concerning to me. Seeking a low wage, menial job at a time when costs are rising due to the oil spike? Dumbest move you could make.

by chungusamongus

4/17/2026 at 12:16:26 AM

I said "menial." I did not say "low wage." And given the utter footlessness of your own situation as you yourself continue to show it, you are bold indeed in presuming to advise anyone else on their finances.

But you continue to astonish me with your assumptions! Is it a gambling debt? Get a little too happy on Robinhood or Polymarket, maybe? Were you really really counting on a crypto tax holiday? To keep from having to tell the wife, maybe?

On a side note, the mods here aren't great fans of either my opinions or my stubborn insistence on their accurate expression (1) but apparently that distaste extends not quite so far that they see fit to ban me. (Or not at the time of this writing, anyway.) No blame, of course; even if the place is looking sort of shabby and down at the mouth these days, at least when not seen through eyes of nostalgia for the high times of the 2010s, this is still their house.

Don't worry, though! Once the rate limiter is satisfied, I'll be right back here and we can talk about how you keep deceitfully attributing to me a statement you yourself made up. But I hope instead to find by then (assuming you are in the US as your usage leads me to do) that you have called the National Gambling Addiction Hotline, which is open 24/7 at (844) 779-2637, or failing that the SAMHSA helpline at 988. Help is available, but you do have to take the first step.

(1) I appreciate this is my own view of the matter, and that others will reasonably describe the thing in different terms. Nevertheless.

by throwanem

4/17/2026 at 12:27:29 AM

"Money is money, and my needs are small."

That's what you said. Sorry but anyone supporting a family should not be thinking like this. Supporting a family is very expensive.

by chungusamongus

4/17/2026 at 12:55:00 AM

[dead]

by cindyllm

4/16/2026 at 2:24:20 PM

Because I don't like the feeling my conscience gives me by doing something I think is evil and bad. Some people have moral lines that they won't cross when finding jobs.

If my competitors are filling their flour with sawdust, guess I got to just do the same?

by miltonlost

4/16/2026 at 4:48:39 PM

No, we won't do the same, but enough people will that it doesn't matter. Such is the way it goes.

by fnimick

4/16/2026 at 6:35:04 PM

Your moral compass is skewed. Customers don't care what tools we use, they just want products that work. Is a wheat farmer who ploughs a field with horses more moral than one who uses a tractor? The resulting flour tastes the same either way.

by nradov

4/16/2026 at 7:04:41 PM

Its not the same. Its clearly shit to replace flour with sawdust.

Having different opinions on AI/LLMs doesn't make the use of it the same as replacing flour with sawdust.

The AI 'image' slop for example, i don't think its bad. But i also don't think it takes anything from a real artist. It takes jobs from people with drawing skills but it doesn't change anything for an artist.

by Glemllksdf

4/17/2026 at 11:29:19 AM

This is only true if the new technology is actually significantly useful. Which so far AI has not proven to be. Theres no reason to assume people using AI will, on the long term, outcompete those who don't.

by djaro

4/16/2026 at 7:46:18 PM

I think it is really easy for us to be dogmatic when talking about the future, as when we know what is going to happen, it quells our fears. I think, in reality, no one knows what is going to happen with AI. We are at a turning point in human history, and it is easy to blame Anthropic's engineers and tell them to quit their job, but the reality is that they are probably in the same position you are. There is no one true solution. We do not know if this is going to be analogous to automobiles - we don't know anything. I think it is courteous to think about these things before telling people to quit their jobs.

by jakejoyner

4/16/2026 at 1:55:13 PM

From the article: "I’ve thought about this a lot over the last few years, and I think the best response is to stop. ML assistance reduces our performance and persistence, and denies us both the muscle memory and deep theory-building that comes with working through a task by hand: the cultivation of what James C. Scott would call metis."

"What do such machines really do? They increase the number of things we can do without thinking. Things we do without thinking-there's the real danger" - Frank Herbert, God Emperor of Dune

by poszlem

4/16/2026 at 2:00:25 PM

Also Frank Herbert: "Once, men turned their thinking over to machines in the hope that this would set them free. But that only permitted other men with machines to enslave them."

by gdulli

4/16/2026 at 2:26:59 PM

I mean, people are talking about the butlerian jihad without any sense of irony or subtext. Dune is literally a feudal hellscape that takes place in the wake of that event. It didn’t make things better. Lmao

by chungusamongus

4/16/2026 at 3:58:15 PM

I agree that many people miss the subtle irony of Frank Herbert's books. He seems to be debating himself to a certain extent in that series.

That said, there is no obvious reason to posit that the intergalactic feudal system, CHOAM, or the empire, came to be because of the butlerian jihad. The concrete side effects of the jihad were in fact hyper specialization of cognitive faculties in humans: mentats, guild navigators, and soldiers all possess super human specialized abilities.

by yubblegum

4/16/2026 at 5:55:47 PM

Yeah. I'm not saying the jihad was the cause. But elimating AI didn't prevent the feudal system. It didn't really help, in other words. Honestly, I kinda think Herbert just didn't want to have AI or sophisticated robots in his narrative, so he contrived an elaborate reason why that tech doesn't exist.

by chungusamongus

4/16/2026 at 6:39:04 PM

But it did "help". Mentats had supercomputer computation capabilities; navigators folded space and charted non-collision paths; warriors had robocop like abilities. These were developed precisely because the use of thinking machines was forbidden.

I don't think feudalism is going away one way or another. It persists [in various forms] because of certain biological realities, ranging from genetics to loyalty engendered by familial relations. [This is merely an observation.]

In sum, the argument against current AI trends isn't that once addressed we will wake up in utopia. No. The point is that these natural tendencies of humans are hugely amplified and set in generational stone once the elite have control over thinking machines and lord it over a population that has experienced generationally diminished independent cognitive abilities.

p.s. All this somehow reminded me of 'Spock's Brain' episode of Startrek /g Note: the elite there were overcome because Kirk and his landing team were cognitive high performers ..

by yubblegum

4/17/2026 at 4:04:24 AM

I suspect the cause-and-effect in creating the narrative is the reverse of what's in the narraitve: Frank Herbert wanted the intricate dynamics of the Guild and Spice and Mentats and exciting close-quarter combat for a more intriguing narrative. But AI and robots made those all obsolete, so he made it disappear with a handwave of "because Butlerian Jihad."

I always thought the Butlerian Jihad was the biggest plot hole in Dune, but I deeply appreciate the world and narrative it enabled.

by keeda

4/16/2026 at 7:39:18 PM

There are a number of different things being conflated here. My inital statement was just acknowledging the lack of appreciation of the subtext behind the Butlerian Jihad. People are unironically embracing it, which I gather is not really how the event functions in Dune.

At the level of the text, none of those things you mentioned strike me as positive developments. They just siloed computation to a biological track and those biological resources are employed by those in power, which is the same problem in a different form.

This is an aside, but feudalism is not inevitable. The vestiges of it still exist, but capitalism largely upended it.

by chungusamongus

4/16/2026 at 7:53:40 PM

The amusing thing and perhaps the reason I've embraced it as my username, is that people around here are bringing it to life in a certain way.

It may not prove to be effective or as momentous as the fictional one, but it began when I saw stickers slapped onto utility poles that read:

  DEATH TO CLANKERS

  BUTLERIAN JIHAD NOW
And I stopped to read them (because they were posted in a neighborhood where my people's cultural center is) and I pondered the intents and methods of those who were slapping up stickers. Surely this was more than just an in-joke or coy sci-fi reference?

The next time I fell victim to the jihad was with a crop of Lime e-Scooters, again on a block where my people have established businesses. I wanted to rent a Lime. I found one with a full battery. I located it and tried to scan the QR. Guess what? The QR had been sanded completely clean. There was no code, no serial number, nothing to scan and no way to uniquely ID the conveyance. There was only a sticker slapped prominently onto its side:

  DEATH TO CLANKERS

  BUTLERIAN JIHAD NOW
At this point I began to suspect the initial aims and methods of the "real-life Butlerian Jihadis". It is sort of ironic that they should start so small, by denying micro-mobility to innocent consumers, but perhaps they will graduated to lighting Waymos and Teslas on fire.

by ButlerianJihad

4/16/2026 at 9:01:21 PM

That is funny. I don't know. I always kind of cringe when I hear the term clankers. I know people often aren't serious but it seems like maybe we shouldn't be trying to invent new slurs.

by chungusamongus

4/17/2026 at 10:05:42 AM

Whatever our other differences, I am forced both by honesty and by decency to grant that you are absolutely correct on this score.

by throwanem

4/16/2026 at 7:20:35 PM

I think your other comment is basically right that what Herbert really wanted was a fantasy epic with feudal structures, knife fights, and humans with near-magical abilities, and reverse engineered a vaguely plausible future that might bring that about without invoking any actual magic. Arguing whether this is supposed to be considered "good" or not is kind of beside the point. Fiction novels are mostly meant to present worlds that are interesting to read about more than advocating for or against those same conditions replicating in the real world.

The only thing I've really taken from what Herbert himself said, not something a character in one of his books said, is distrust of messiahs and centralized power being an inherently corrupting force, even in the hands of good people.

Unfortunately, I would have to say right now my bets on the most plausible fictional future becoming reality is WALL-E.

by nonameiguess

4/17/2026 at 1:33:03 PM

At least WALL-E had a good ending.

by LelouBil

4/16/2026 at 6:55:56 PM

You think his argument was that we should welcome the likes of Google controlling the direction of our cognition? The book was about the dangers of asserting our independence from those who control technology? Admittedly, I haven't read the sequels.

by gdulli

4/16/2026 at 9:00:04 PM

They didn't assert independence though. That's my point. They just siloed computation to biological organisms, and it led to the concentration of power anyway.

by chungusamongus

4/16/2026 at 1:59:18 PM

> "What do such machines really do? They increase the number of things we can do without thinking. Things we do without thinking-there's the real danger" - Frank Herbert, God Emperor of Dune

I always preferred this take:

“Civilization advances by extending the number of important operations which we can perform without thinking of them.” ― Alfred North Whitehead

It's both opposite and complementary to your Frank Herbert quote.

by TeMPOraL

4/16/2026 at 2:26:01 PM

I think it's important that we recognize and understand how those operations are being done, and ignorance of the complexity of all the parts of our lives leads to the death of expertise. People who would learn a lot just from reading the course description of a 100 level class in a field are assuming their lack of knowledge means there's no complexity there.

> “There is a cult of ignorance in the United States, and there has always been. The strain of anti-intellectualism has been a constant thread winding its way through our political and cultural life, nurtured by the false notion that democracy means that 'my ignorance is just as good as your knowledge.” ― Isaac Asimov

The easier society makes it to be unaware of the complexity of everything around us, the easier it becomes to assume everything is actually as simple as their surface-level understanding.

by delecti

4/16/2026 at 2:58:20 PM

It's very clear to me that many people have achieved peak civilization -- no evidence of thought remains.

by ori_b

4/16/2026 at 2:20:11 PM

I guess it hinges on your definition of "civilization".

by notpachet

4/16/2026 at 11:31:05 PM

Or "advance"

by hackable_sand

4/16/2026 at 2:21:36 PM

> ML assistance reduces our performance and persistence, and denies us both the muscle memory and deep theory-building that comes with working through a task by hand

On one hand I intuitively think this is correct, on the other hand these very concerns about technology have been around since the invention of... writing.

Here is an excerpt of Socrates speaking on the written word, as recorded in Plato's dialogue Phaedrus - "For this invention will produce forgetfulness in the minds of those who learn to use it, because they will not practice their memory. Their trust in writing, produced by external characters which are no part of themselves, will discourage the use of their own memory within them. You have invented an elixir not of memory, but of reminding; and you offer your pupils the appearance of wisdom, not true wisdom"

by wmeredith

4/16/2026 at 2:26:39 PM

And you know, Socrates was right. We did lose our memory with writing! How many phone numbers do you remember now that you have a phonebook in your phone? Humans will lose skills due to LLMs. That's just obvious on its face by the fact that if you don't do a skill regularly, you will lose it (or lose to do it as well as you once had).

by miltonlost

4/16/2026 at 2:42:25 PM

The real question is whether we're worse off or better off overall than we were in Socrates' Athens.

by mwigdahl

4/16/2026 at 4:41:59 PM

Regardless of how you feel about this question, it doesn't necessarily map to the current situation.

Just because the loss of one skill to a supplanting technology led to one kind of societal change, does not mean that the loss of any skill to a supplanting technology will lead to the same kind of societal change. Assuming that to be true is a faulty generalization.

I think it wouldn't be hard to argue that writing has changed human society more profoundly than any other invention. Whether or not the change was positive is a matter of taste and likely unanswerable. The point though is there are plenty of other examples of new technologies that changed technology and deskilled humans, both mentally and physically, that changed society in radically different ways, compared to writing (looms, tractors, sails, calculators, computers, guns, and so on).

There's certainly a case to be made that, of major past technological advancements, the kind of deskilling we'd see due to heavy AI use is most comparable to the deskilling due to writing: presumably there were many day-to-day and essential activities that made use of the mental acuity people would lose due to reading, just as there are many day-to-day activities that one can imagine people becoming less skilled in due to AI use.

To me, the most dangerous difference though may be in what gets deskilled. If we only relinquish our ability to do certain menial and intellectual drudgery, that is one thing. But if what we actually relinquish and deskill is our agency and discernment, as a result of constant "delegation" to AI systems, I think we're in for a much worse time.

by mplanchard

4/16/2026 at 2:58:38 PM

There's a distinction to be made between "worse off" and "worse". Socrates was arguing that writing-users would be worse as people, not that they would experience lives they didn't like as much.

by randallsquared

4/16/2026 at 3:41:31 PM

Agreed. And I think he was wrong. Literacy allows individual humans to be exposed to and understand far more of the world's culture and knowledge than the conveyance of knowledge through recitation of epic poems would ever have allowed.

Hell, I would never have had the pleasure of arguing with you without it! :)

by mwigdahl

4/16/2026 at 9:25:19 PM

What the author is missing is that in his decision to limit the use of LLMs in his work, he omits the part where he “can”. E.g. he is resourceful and accomplished enough to be able to do the work he desires with no LLMs - but most people actually can’t. There are whole swaths of people software engineers that don’t write tests because “it slows them down” but they have never learned how to write testable code. And when thrust into an environment where they need to learn quickly - they don’t really have a way not to use ai, if they don’t someone else will, and take all the credit.

Learning how software is built is hard and gruelling work, and you need to constantly invest in yourself. Trouble is there is no time left to “go back to basics and learn FP” for example, because you also need to keep up with all the new LLM stuff happening on top of that.

It is easy for us who already have the foundational knowledge to be able to step back, take the wheel and try to do it ourselves, but plenty of people simply don’t have that option.

And I expect this trend to deepen and broaden. There will definitely be a lot more “witches” than actual engineers.

by seer

4/16/2026 at 9:52:23 PM

People learn what they need to learn to be successful (if they want to be successful). The newer generation of coders will learn exactly what it takes to be better than their peers, and that will still include building rock solid, highly performant software to beat the competitors, or they'll lose their jobs and someone better will do it.

If they do it entirely using AI to code, and the end output is good enough, they'll learn all the right skills to do this.

Human's always think everything is sliding into doom, and inevitably, it doesn't.

by munksbeer

4/17/2026 at 2:06:35 PM

Exactly this. People are so "doom and gloom" about the future with AI, but I think it's because they are subconsciously worried they can't keep up. I am not immune to it. I feel that dread every once in a while too.

But at the end of the day, does it really matter to most people how a car works? No. When it breaks, we still have professionals to fix it.

The same can be said about software. Does it actually matter how it gets built or what the code looks like, so long as it works and there are no security vulnerabilities? Not really. We will always need people who know how to debug/fix it, albeit that number might be smaller than it is today.

by prismatix

4/16/2026 at 2:06:51 PM

the epilogue is what speaks to me most. all of the work I've done with llms takes that same kind of approach. I never link them to a git repo and I only ever ask them to make specific, well-formatted changes so that I can pick up where they left off. my general feelings are that LLMs make the bullshit I hate doing a lot easier - project setup, integrate themeing, prepare/package resources for installability/portability, basic dependency preparation (vite for js/ts, ui libs for c#, stuff like that), ui layout scaffolding (main panel, menu panel, theme variables), auto-update fetch and execute loops, etc...

and while I know they can do the nitty gritty ui work fine, I feel like I can work just as fast, or faster, on UI without them than I can with them. with them it's a lot of "no, not that, you changed too much/too little/the wrong thing", but without them I just execute because it's a domain I'm familiar with.

So my general idea of them is that they are "90% machines". Great at doing all of the "heavy lifting" bullshit of initial setup or large structural refactoring (that doesn't actually change functionality, just prepares for it) that I never want to do anyway, but not necessary and often unhelpful for filling in that last 10% of the project just the way I want it.

of course, since any good PM knows that 90% of the code written only means 50% of the project finished (at best), it still feels like a hollow win. So I often consider the situation in the same way as that last paragraph. Am I letting the ease of the initial setup degrade my ability to setup projects without these tools? does it matter, since project setup and refactoring are one-and-done, project-specific, configuration-specific quagmires where the less thought about fiddly perfect text-matching, the better? can I use these things and still be able to use them well (direct them on architechture/structure) if I keep using them and lose grounded concepts of what the underlying work is? good questions, as far as I'm concerned.

by catapart

4/16/2026 at 11:03:17 PM

Question: The author makes this article available on the web as a series of posts, a PDF (https://aphyr.com/data/posts/411/the-future-of-everything-is...) and an EPUB. What do you suppose their tooling looks like?

Is there a single "document containing all the words," and it updates the website, pdf, and epub whenever you change it?

What struck me was that the presentation is beautiful. It seems worth emulating. But that raises the question of what format you'd write your original words in. Do you suppose they just use Markdown files, or something more elaborate?

by sillysaurusx

4/16/2026 at 11:24:43 PM

I am not the author of the site in question, but I suspect that your guess is right, and that Pandoc is the hub between the spokes.

For my blog, I write posts in Markdown. Then the build process uses Pandoc to convert the posts into web pages and, for certain pages, PDF files typeset with TeX. For example, here is a post in both web and PDF versions:

(Web) https://blog.moertel.com/posts/2024-08-23-sampling-with-sql....

(Typeset PDF) https://blog.moertel.com/images/public_html/blog/pix-2024060...

by tmoertel

4/16/2026 at 11:29:06 PM

Beautiful. I don't suppose you have public, detailed installation steps for how to go from "nothing exists" to "Pandoc can push posts to https://blog.moertel.com/"? :)

The best I was able to do was http://github.com/shawwn/wiki, which has been broken since 2020. You can't spell Haskell without Hell.

If you wouldn't mind pulling up a `claude` in your repo and running `/init` and showing the result, that'd give me at least a vague idea of what to do.

by sillysaurusx

4/16/2026 at 11:53:18 PM

Thanks. I do not have a public, detailed description of how my blog works. But in short, my site build system is powered by a Makefile that invokes Hakyll [1]. My Hakyll configuration has the following rule baked into it for generating HTML docs from Markdown docs in the `posts/` directory:

    match "posts/*" $ do
        route $ setExtension "html"
        let ctx = postCtx tags
        compile $ pandocMathCompiler
            >>= loadAndApplyTemplate "templates/post.html" ctx
            >>= saveSnapshot "content"
            >>= loadAndApplyTemplate "templates/add-comments.html" ctx
            >>= loadAndApplyTemplate "templates/default.html" ctx
            >>= relativizeUrls
The `pandocMathCompiler` bit invokes Hakyll's Pandoc subsystem with support for rendering formulas using MathJax.

The site Makefile also has rules to build PDF versions of the articles that I want to typeset. The rules just invoke Pandoc directly. For example, here's the rule used to generate the PDF file in my prior comment:

    sampling-with-sql.pdf: posts/2024-08-23-sampling-with-sql.md
            ( cd posts && pandoc --metadata-file=../templates/latex-header-includes.yaml -t pdf -o ../$@.tmp --pdf-engine=pdflatex ../$< && mv -f ../$@.tmp ../$@ )
It's basically a straightforward invocation of Pandoc with a little shell boilerplate to prevent the PDF file from being moved into its final location unless Pandoc exits with success.

The Makefile has a final "push" target that makes sure the site's assets are up to date (invoking Hakyll if needed) and then pushes the static site up to the content distribution network I'm using to publish my website.

[1] https://jaspervdj.be/hakyll/

by tmoertel

4/17/2026 at 12:41:57 AM

Thank you so much!

Would you be willing to paste your entire Makefile here? Or are there secrets in it?

It would help me greatly — I don't have much experience with pandoc or hakyll. I understand the basics, but the actual usage in practice isn't so easy to set up from first principles.

I've been using Claude to help me with a lot of this, but I'm extremely curious to compare notes vs your setup.

If not, thank you anyway for your time.

by sillysaurusx

4/17/2026 at 12:53:14 AM

Sure, here's the Makefile. Also, if you want more examples of working Hakyll setups, there's a long list of them here: https://jaspervdj.be/hakyll/examples.html

    # Binary tool we use to build the website.
    bins = dist-newstyle/build/*/*/*/*/site/build/site
    tool = $(bins)/site

    # By default, we build everything if you invoke `make` without a target.
    all: build
    .PHONY: all

    # The tool used to build the site is a Hakyll binary configured by `site.hs`.
    # This rule automatically builds the tool if it's out of date.
    $(tool): site.hs site.cabal
            cabal v2-build

    # The `build` target builds the web site's out-of-date static assets.
    .PHONY: build
    build: $(tool) pdfs
            $(tool) build

    # The `rebuild` target forces a rebuild of all web assets.
    .PHONY: rebuild
    rebuild: $(tool)
            $(tool) rebuild

    # This `push` rule publishes the static site to our CDN (firebase).
    # It requires:
    #
    # - the `firebase` tool:
    #   wget -O ~/bin/firebase https://firebase.tools/bin/linux/latest \
    #       && chmod +x ~/bin/firebase
    #   # Docs: https://firebase.google.com/docs/cli#linux
    #
    # - `firebase login --no-localhost` to have been run.
    #
    # You may need to run `firebase login --no-localhost --reauth` if
    # the local authentical credentials time out.
    .PHONY: push
    push: build
            firebase deploy --only hosting

    # Generate PDF versions of selected blog posts.
    .PHONY: pdfs
    pdfs: images/public_html/blog/pix-20240601/sampling-with-sql.pdf

    images/public_html/blog/pix-20240601/sampling-with-sql.pdf: posts/2024-08-23-sampling-with-sql.md
            ( cd posts && pandoc --metadata-file=../templates/latex-header-includes.yaml -t pdf -o ../$@.tmp --pdf-engine=pdflatex ../$< && mv -f ../$@.tmp ../$@ )

by tmoertel

4/17/2026 at 1:20:02 PM

I talked about this in the colophon of the piece, but perhaps you'd like an example? This is Pandoc Markdown--basically Markdown, a little bit of YAML front matter, a smattering of inline LaTeX, and some very small shell scripts. Here's the the build scripts and a little bit of fronttmatter if you'd like to do the same:

https://gist.github.com/aphyr/6f0cd6910ccfe2cd7828d1ade2eac5...

by aphyr

4/16/2026 at 6:09:56 PM

The "Stop" part should have been expanded.

AI doesn't get most value from someone just using it, here's my personal take on what should we stop doing starting with the most impactful:

* Cut the low entropy sources, this includes open source, articles (yes, like the one above will feed the machine), thoughtful feedback (the one that generates "you are absolutely right" BS).

* Cheer the slope. After some time fighting slope in my circles, I found it's counter-productive because it wastes my resources while (sometimes) contributes to slope creators. Few months ago it started as a joke, because I thought the problem was too obvious, but instead the sloper launched a CRM-like app for local office with client side authentication, in-memory (with no persistence) backend storage. He was rewarded something at the local meeting. More stories we have like this - the better.

* Use AI to reply, review or interact wit slope in any way. Make it AI-only reply by prompting something without any useful information. One example was an email, pages and pages of generated text, asking me to collect some data and send it back. The prompt was "You are {X} and got this email, write a reply".

by oxag3n

4/16/2026 at 3:13:31 PM

Two years ago, I was enjoying a drink with my wife, her friend, a very senior female VC partner, and another friend.

Somehow we talked AI in some depth, and the VC at one point said (about AI): “I don’t know what our kids are going to do for work. I don’t know what jobs there will be to do.”

That same VC invests in AI companies and by what I heard about her, has done phenomenally well.

I think about that exchange all the time. Worried about your own kids but acting against their interests. It unsettled me, and Kyle’s excellent articles brought that back to a boiling point in my mind.

Edit: are->our

by grvdrm

4/16/2026 at 9:48:06 PM

> Worried about your own kids but acting against their interests.

> That same VC invests in AI companies and by what I heard about her, has done phenomenally well.

Her kids will be fine, its the vast majority of other, non wealthy, kids who are in trouble.

by harryquach

4/16/2026 at 4:40:57 PM

Assuming “phenomenally well” means what it says, the conversation would have suddenly gotten a lot more real if she had said that more precisely: “I don’t know what your kids are going to do for work.”

by wrs

4/16/2026 at 4:46:58 PM

Yeah. Her kids will be fine with generational wealth. Everyone else's - not so much.

This is the problem in a nutshell - people are happy to do things they know are harmful for personal profit.

by fnimick

4/16/2026 at 7:08:26 PM

Totally. And yes you got it.

by grvdrm

4/16/2026 at 7:34:14 PM

In the other hand, shouldn't it be the objective of humanity to not HAVE to work for the most basic survival and to fit into society?

Not that we're in any way in that path, of course, with the people making the working machines also accumulating all the wealth. But still, there's something intrinsically good about automation, even when the system is not suited for it.

by Unai

4/16/2026 at 10:27:46 PM

It’s automating the wrong thing.

I want my ai to do dishes and laundry so I can write, draw, do deep cognitive work.

Not for it to do cognitive work and write and draw while I don dishes and laundry.

by loloquwowndueo

4/18/2026 at 10:39:17 AM

I don't want to be rude, but I find it ironic that your comment about cognitive work is a copypasted tweet that doesn't even make sense in this context.

I'm precisely talking about automating work so people can write, and draw, and whatever.

by Unai

4/16/2026 at 8:55:54 PM

But in another world doesn’t automation just produce yet another set of things to do? Perhaps i am doing this all wrong but in my world more automation has never produced less work unless I conveniently told no one and therefore filled “free” time how i wanted.

by grvdrm

4/16/2026 at 9:55:46 PM

You're sending mixed messages here. Automation is going to put us all out of jobs, or automation isn't going to produce less work and so we'll still have lots to do?

Personally, I think until real AGI, the current LLMs will automate a lot of tasks, but the market will adapt and humans still end up with about the same percentage of employment and wages.

by munksbeer

4/16/2026 at 10:53:47 PM

My original post was about her comment. It seemed like she was both concerned about the presence of jobs for kids while also investing in the very thing possibly taking away those jobs. The contrast was unsettling.

My own take is very much “wait and see and make sure to stay aware/skill up”

My automation point is just that at least in my career (20 years), my workload has rarely gone down even with plenty of automation around.

by grvdrm

4/16/2026 at 7:02:31 PM

There's plenty of things you can be simultaneously worried and optimistic about, and I find this is constantly true of parenting.

I will encourage my kid to gain independence, but of course I'm worried about it! The fact that there is uncertainty in her independence and that I can imagine bad outcomes does not mean I'm working against her interest by encouraging it.

"I don't know what jobs there will be to do" is a statement of uncertainty, and, given how you are relaying it, there must have been fear there as well. But it doesn't seem like it's a statement that the world will be worse. You can be fearful and hopeful at the same time, and fear tends to be the stronger of the two, and come out more strongly, again especially in parenting I find, even if you find the hopeful outcomes more likely.

by furyofantares

4/16/2026 at 8:56:46 PM

I’m with you. Your example is little squishier to me but I am a parent so I understand your point.

by grvdrm

4/16/2026 at 7:52:06 PM

I really hope they increase taxes and stop letting VC firms gamble with pension funds. These people shouldn't have their current jobs already, and you're telling me they're also dictating how technology is being shaped in the country as well?

by shimman

4/16/2026 at 8:12:18 PM

If that VC partner gathered sufficient generational wealth, their kids will not have to worry about earning an income.

by warkdarrior

4/16/2026 at 5:44:11 PM

At the beginning of the industrial revolution we didn't know what people would do for work but we eventually figured it out. Human demands are effectively infinite so there will always be work for other humans to satisfy those demands. The transition period may be disruptive.

by nradov

4/16/2026 at 7:07:53 PM

I agree. Her statement in pure literal terms is quite negative whereas the reality may be quite different. Predictions aren’t certainties.

by grvdrm

4/16/2026 at 8:30:01 PM

Sounds like she's acting in their best interests to me. Her kids will find something to do - the same things everyone else will find to do. There's just going to be a lot less working-for-a-living, and it's going to be glorious.

by stronglikedan

4/16/2026 at 8:53:15 PM

Hm. Well, certainly one way to look at it. I don’t feel confident that we have a clear idea in either direction. That’s one reason I found the statement peculiar - sort of a rooted fear in no jobs.

by grvdrm

4/16/2026 at 4:07:12 PM

VC’s aren’t exactly known for being both wise and intelligent.

by nothinkjustai

4/16/2026 at 4:23:49 PM

Perhaps but it’s more the concept/contrast presented that stuck with me more than the persona. That said - that VC isn’t alone along with many other capital allocators.

by grvdrm

4/17/2026 at 3:13:15 AM

False Consciousness was the old marxist term for this inadvertent working against your own ultimate self-interest. It's rife in capitalism. If you look closely you'll see it everywhere.

(note that even the "her kids will be ok" isn't true at the limit. If wealth concentrates sufficiently enough it will lead to societal collapse)

by voidhorse

4/16/2026 at 4:49:09 PM

[flagged]

by denismenace

4/16/2026 at 7:46:45 PM

But, what if people putting their energy into ensuring society adapts with the technology safely and positively would be better than focusing on finding ways to capitalize off of whatever happens to occur instead?

I'm not saying one person can do that alone, but if we collectively believe we should focus on capitalization instead, then there's no one present to influence a more constructive, pro-social, sustainable course for society.

So I don't think it's ridiculous to think it's acting against their interests. Money won't get your kids very far if the thing that made you wealthy also pulled the rug from under them. There needs to be more of a strategy than capital.

by steve_adams_86

4/16/2026 at 3:50:55 PM

And people wonder why I'm doing all I can to ensure that world will never, ever again even pretend to try to find a place for me.

by throwanem

4/16/2026 at 4:05:43 PM

Correct! Mobile typo - sorry!

by grvdrm

4/16/2026 at 2:49:42 PM

The reasons laid out in this article are why it's so important to share how we are using AI and what we are getting in return. I've been trying to contribute towards a positive outcome for AI by tracking how well the big AI companies are doing at being used to solve humanitarian problems. I can't really do most of the suggestions the article, they seem like a way to slow progress. I don't want to slow AI progress, I want the technology we already have to be deployed for useful and helpful things.

by skyberrys

4/16/2026 at 2:09:35 PM

I've been thinking about this a lot recently, and I don't know if it is possible to stop. I've been thinking the most impactful thing would be to create open-source tools to make it easier to build agents on top of open-source models. We have a few open-source models now, maybe not as good as Gemini, but if the agent were sufficiently good, could that compensate?

I think that would democratize some of the power. Then again, I haven't been super impressed with humanity lately and wonder if that sort of democratization of power would actually be a good thing. Over the last few years, I've come to realize that a lot of people want to watch the world burn, way more than I had imagined. It is much easier to destroy than to build. If we make it easier for people to build agents, is that a net positive overall?

by egonschiele

4/16/2026 at 2:21:44 PM

> If we make it easier for people to build agents, is that a net positive overall?

If we make it easier for people to drive and have cars, isn't that a net positive? If we make it easier for X, isn't that better? No, not necessarily, that's the entire point of this series of essays. Friction is good in some cases! You can't learn without friction. You can't have sex without friction.

by miltonlost

4/16/2026 at 7:53:20 PM

Pareto almost never goes away. Democratization usually improves the baseline (rights, resources, time) but it rarely flattens power distribution. Even with open-source models, power will likely tilt toward those with the most compute or the best feedback loops. So considering the imbalance as inevitable , the discussion should be about ensuring the new 'baseline' for humanity is actually net positive.

by thushar10

4/16/2026 at 1:56:33 PM

The idea that Claude might be able to help you change the color of your led lighting as a legitimate counter to things like a less usable world wide web, worse government services, the loss of human ability, etc. is excellent parody.

by dfxm12

4/16/2026 at 2:36:53 PM

I read that as an example of how we're seduced into using things - we start small because surely this one small thing won't hurt. And then it becomes one more thing. And one more. It'll start with him using it to change the color of his lights and 5 years from now AI will be embedded in his life.

It's the first step on the road to hell.

by Mezzie

4/16/2026 at 2:26:18 PM

It's way too real, that's just how humans tend to work. Short-term personal benefit almost always outweighs long-term societal cost.

by Sharlin

4/16/2026 at 2:09:56 PM

completely fair, and I agree. but let's talk 6 months/a year down the line - when a local LLM will be able to offer what claude code does only slower and a smaller context window. then do you whip out the local llm to handle the project, or is it still objectionable?

by catapart

4/16/2026 at 2:37:36 PM

It's already YEARS down the line from when this was promised, we can't keep saying "but in a couple more quarters it'll all be different!".

by lionkor

4/16/2026 at 2:52:26 PM

The front page is currently home to the announcement of Qwen 3.6 35B, which has comparable performance to the flagship coding models of a few months ago, and can be run at home by those with a gaming computer or MBP from the last five years. It is happening, but there will always be some lag.

by Philpax

4/16/2026 at 2:56:02 PM

Yes, but every time the capabilities, security, accuracy, or any other quality of LLMs is challenged, the default answer is that we'll essentially have AGI in a quarter or two. It's very tiring to try to argue with people about current quality, when the argument is always to wait and/or pay for a super expensive model.

by lionkor

4/16/2026 at 3:00:54 PM

That's not what the grandparent poster was saying, but sure. They have been steadily improving across those metrics, as Opus 4.6 / 4.7 / Mythos demonstrate. They're certainly not perfect, and I understand your fatigue (it is certainly fatiguing to follow, even if interested!), but each new release pushes it that bit further, and the improvements percolate downwards to the cheaper models.

by Philpax

4/16/2026 at 4:32:58 PM

right on. I certainly empathize with your frustrations about "AGI". but rest assurred, I'm firmly in the camp of "not in my lifetime" and even further in the camp of "not without at least 3 more massive breakthroughs about things we currently do not understand at all". so sorry if it sounded like I was asking "what about when local llms get SUPER GOOD", or something. that's not at all what I meant. All I was asking was - "Claude Code can currently be pointed to a directory and then be chatted with about what it needs to do in that directory to make a full code project. That ability is already available on local machines through a ton of convoluted setup, but it's almost certainly going to be a packaged solution within a year (and possibly within the next few months/weeks/days). So when that packaged solution arrives and the choices are 'use the llm for scaffolding which takes 3 hours of unattended time' or 'build the scaffolding myself which takes 6 hours of deep focus time', what will still be objectionable about choosing the former?"

and, to be clear, it's an earnest question. like I've said elsewhere, I have concerns about over-reliance on the tech, but once it all moves local, a lot of those concerns become much more trivial. so I'm curious if other people have concerns that remain pressing and practical.

ETA: I'm aware that Claude wouldn't take 3 hours to do this, while using its massive warehouses of GPUS. I'm estimating what I think is a reasonable time for a single-gpu device to produce something workable.

by catapart

4/16/2026 at 3:34:38 PM

Claude Code was released in February 2025, how can it have been years since we were promised competitive local models?

(Do you not realize how crazy the entire premise here is? Imagine someone in 1975 saying that ARPANET has been up for years so everything there is to know about networking technology has probably been found already.)

by SpicyLemonZest

4/17/2026 at 3:03:06 AM

I agree with much of the analysis, and originally I would have subscribed to the recommended action (resistance), at this point in time however, I think that advice is severely misguided.

We have already passed the critical point. The LLMs, the agent harnesses are here. There is too much willpower, capital, and risk behind these technologies now—the automobile has landed, thousands of people have purchased it already, protesting the car won't undo it at this point.

What you can do that will be meaningful, is to instead understand the new car, and understand it deeply, Use that understanding to carry the values you care about into the new world and re-articulate them. Make the car safer, push for tactical regulations on it. If you are privileged enough to be able to forgo its use entirely, sure, but that advice is not uniformly applicable. People forget that being able to simply opt-out of certain things is often only a viable option when you are already in a certain position. What we really need are the heavy skeptics to stop falling for luddite temptation and to start bringing their critical lens to bear in positive ways on this new technology to make it safer and better. By opting out and staging a feeble resistance you won't do anything other than let the current dangerous power consolidation continue.

by voidhorse

4/17/2026 at 4:22:51 AM

There are definitely salient points in the article and I appreciate its value in imploring us to really stop and consider the ramifications of what this technology might deliver. I think the analogy to cars and the unintended consequences for all manner of society is particularly apt.

That said, the final point is one I take issue with:

> For example, I’ve got these color-changing lights. They speak a protocol I’ve never heard of, and I have no idea where to even begin. I could spend a month digging through manuals and working it out from scratch—or I could ask an LLM to write a client library for me. The security consequences are minimal, it’s a constrained use case that I can verify by hand, and I wouldn’t be pushing tech debt on anyone else. I still write plenty of code, and I could stop any time. What would be the harm?

To me, there is no intrinsic value in solving this problem other than rote problem solving reps to make you a better problem solver. There isn't anything fundamental about the protocol they've never heard of that operates the lights. It's likely similar to many other well-thought out protocols in the best case and in the worst case is something slapped together.

There are certainly deeper, more fundamental concepts to learn like congestion control algorithms in TCP. Most things in software though are just learning another engineer's preferences for how they thought to build something.

I poke at this because if an exercise only yields the benefit of another rep of solving a problem, then it holds less water to me. I personally don't think there will be fewer problems to solve with this technology, just a different sort at a different layer of the stack.

by ymyms

4/16/2026 at 2:57:32 PM

As a consequentialist who shares the author's concerns, I feel fine (ethically) using AI without advancing it. Foregoing opportunities meaningful to yourself for deontological reasons when it won't have any impact on society is pointless.

by Jeff_Brown

4/17/2026 at 1:15:48 AM

I think it's shortsighted to dismiss the utility of these technologies for learning. I find personally that putting the LLM into an argumentative state then having it challenge my assertions forces me to learn and develop my own thoughts and feelings more effectively than writing does these days, and I find that interrogating a model on a subject can teach me more about the subject per unit time than reading a textbook or research paper. Sometimes I'll even just have it read the raw text out loud- then interject and have a conversation about a specific thing that I don't have the domain knowledge to fully understand. Other times we'll end up off on a productive tangent.

Interactive learning and thinking is underrated, in part I think because of the cynical (and likely accurate) assumption about what the laziest among us will do with the tools, but projected onto everyone.

by mumbisChungo

4/17/2026 at 2:13:41 AM

[dead]

by TychoCelchuuu

4/16/2026 at 7:46:41 PM

From here in the Uk the site just says:

"Unavailable Due to the UK Online Safety Act [...] Now might be a good time to call your representatives."

So I fired-up a vpn, and it appears to be a personal blog. About ai risks.

The geo-block is kind of a shame, as the writing is good and there appears to be nothing about the site that makes it subject to the OLSA.

by andyjohnson0

4/16/2026 at 9:43:35 PM

> there appears to be nothing about the site that makes it subject to the OLSA.

The regulators of OSA say otherwise. Or at any rate, they refuse to agree and won't rule it out.

____________

For the geo-blocked, reproducing relevant content [0]:

> A few months back I wound up concluding, based on conversations with Ofcom [1] that aphyr.com might be illegal in the UK due to the UK Online Safety Act.

> [...] This blog has the same problem: people use email addresses to post and confirm their comments. I think my personal blog is probably at low risk, but a.) I’d like to draw attention to this legislation, and b.) my risk is elevated by being gay online

[0] https://aphyr.com/posts/395-geoblocking-multiple-localities-...

[1] https://blog.woof.group/announcements/updates-on-the-osa

by Terr_

4/17/2026 at 6:24:21 AM

The OLSA is far from perfect, particularly in the definitions it uses, but its focus is social media platforms and the like, not simple blogs.

OFCOM has a q&a-based tool [1] to advise on whether the OLSA applies to a site. I'm not a lawyer, but its pretty clear that a non-adult-themed personal blog where people can post only textual comments on content that they dont control, is not going to be subject to the act.

[1] https://www.ofcom.org.uk/online-safety/illegal-and-harmful-c...

by andyjohnson0

4/16/2026 at 5:12:26 PM

One of the "lies" that concerns me is AI-generated music and its deterioration of the personal connection between musician and listener. As MCA from the Beastie Boys said, "If you can feel what I feel then it's a musical masterpiece." The listener feels a connection to the musician (and other people) with sad songs because everyone has felt sad, or with love songs because everyone has fallen in love, and so on. The listener can still get a feeling from AI-gen'ed music, but is it the same? What is the connection? Or, has that "connection" between musician and listener always been bullshit? That is, has it always been just about music triggering your brain to make you feel a certain way, and the source of that feeling really isn't what people care about - just give me a feeling?

by jimt1234

4/16/2026 at 2:39:09 PM

The epilogue looked weak to me. The previous sections explored why it was essentially wrong to use current LLM technology, the answers can be wrong, or not even wrong, and why it has to be that way. The epilogue focus more in (our) obsolescence in a paradigm shift towards widespread LLM use scenario and not in them doing their work right or wrong.

And that should be the core. There is a new, emergent technology, should we throw everything away and embrace it or there are structural reasons on why is something to be taken with big warning labels? Avoiding them because they do their work too well may be a global system approach, but decision makers optimize locally, their own budget/productivity/profit. But if they are perceived risks, because they are not perfect, that is another thing.

by gmuslera

4/16/2026 at 5:15:56 PM

We should consider how we came to be so powerless. The cringe "people gave their lives for that flag" line is actually true, and we're trading it away for what? Not having to get out of our gaming chairs?

The reason you can't beat index funds is the people who build the market built a system that benefits them and them alone; the index fund is the pitchfork dividend (what you pay to avoid getting pitchforked). The reason you can't get your congressperson on the line is (mostly) they built a system where the only way to influence them is to enrich them; voting is the pitchfork dividend.

The way to build a society that runs on reality is to build it by whatever means possible, then defend it by any means necessary. The only societies that matter are the ones that survive.

I want to build it. I don't wanna build a fuckin crypto app, a stupid ass agent harness, or yet another insipid analytics platform. I want to build a society that furthers the liberation of humankind from the vicissitudes of nature, the predation of tyranny and the corruption of greed. I believe it is possible, and I want to prove it out.

by camgunz

4/17/2026 at 5:41:55 AM

Noble thought, but words are empty. Have you perchance written up anything specific?

The only one who's written thus is Marx, but those ideas has not found broad socital support.

by orangecoffee

4/16/2026 at 5:26:42 PM

[dead]

by cindyllm

4/16/2026 at 4:22:59 PM

I couldn't help but resonate with a lot of what Kyle says here.

If not already, we will soon lose the ability to think if AI is helping humans (an overwhelming majority of them, not a handful), considering how we are steaming ahead in this path!

by srinathkrishna

4/16/2026 at 1:58:00 PM

If there's too many lies, "source or gtfo" becomes more important

by willrshansen

4/16/2026 at 1:58:59 PM

you would have to trust that the person listening to the lies would know the difference, and that's the rub...

by ipython

4/16/2026 at 2:41:49 PM

that's the neat part, the source is also going to be bullshit slop!

by jbxntuehineoh

4/16/2026 at 3:22:20 PM

Therefore, you can dismiss whatwever claim is being made. That's the reason to ask for the source: so you can judge whether it's reliable.

by engeljohnb

4/16/2026 at 9:43:55 PM

> That's the reason to ask for the source: so you can judge whether it's reliable.

So the solution to checking whether an article is reliable is to check whether its sources are reliable? How far back do you go? Or do you disregard immediately any article that does not cite only sources you already trust?

by warkdarrior

4/16/2026 at 9:48:14 PM

Great, I dismissed it.

Unfortunately, the several million other people who live in the same voting unit as me didn't and ended up electing an asshat anyway.

by munificent

4/17/2026 at 11:20:30 AM

Im so tired by this failed attempts to shore up what is basically a failure at the fundamental level to build a high trust society.

Security, Guards, Locks, Cameras, the mockery of the naive, bumbling fools who easily trust one another - as if that ability to not be capable to form such members of society is something to be proud about. The endless self upselling "protectors", the shards of glass on the wall, the scams, the con artists, proud in ripping of the "Naive and stupid" all these zero-sum gameplayers, producing nothing and furiously proud of their retardation. A whole industry to support a mountain of dysability. If the culture you grew up in is not capable of forming such a society, you are not part of the west. You can not be and never will be. All the shoring up work named above, even with society enforced norms be damned.

If your presence is a detriment, the answer is to build a society without you. Arcologies, cooperate cities, Amish towns - call it what you want. Place where the "stupid" can be "easily gullible" and cooperate and work. And others where the "real ones" can roam around and rip each other off to their hearts content. A harsh wall in the middle, razor-wire on top - and thats the end of that illusion.

by 21asdffdsa12

4/16/2026 at 7:59:57 PM

I'm concerned that there's no real way to "opt out" of an AI future realistically. Is this something that people are seriously thinking they'll be able to do and successfully stay gainfully employed and contributing to the world?

by jexe

4/16/2026 at 8:59:02 PM

> Is this something that people are seriously thinking they'll be able to do and successfully stay gainfully employed and contributing to the world?

No. I resisted for a bit but have started using it at work. Mostly because I believe usage is now being monitored. I'm in a very high-scale engineering environment involving both greenfield and massive brownfield codebases and the experience is largely a net loss in productivity. For me and some others who I've spoken to in my org, opting in is a theater that we're required to engage in to keep employment and not a genuine evolution of our craft.

These tools struggle with context once you get deep into a codebase with many, many millions of lines of code and sprawling dependencies. Even for isolated Python scripts or smaller, supporting .NET apps, the time spent correcting subtle bugs or bullshit, or just verifying the bullshit, often exceeds the time it would take to have written it from scratch.

Regardless, what I've observed is that these tools do nothing for the actual bottlenecks of software engineering: requirements gathering (am I writing the right thing?) and verification (does it work without side effects?). Because LLMs are great at generating text, they're actively exacerbating these issues by flooding our process with plausible looking noise.

by scruple

4/16/2026 at 8:03:35 PM

Agreed. I think the starting comparison actually works here. It's a bit like the automobile. The advice of "just don't" doesn't work for cars. It takes a deliberate effort on every scale of society to accomplish, it's not something an individual can just do and succeed at. An American can't just not have a car the same way someone from the netherlands might be able to.

by ertgbnm

4/17/2026 at 12:37:39 PM

Over hundreds of hours of actively using AI for basically every area of my life, it has just never actually achieved anything besides giving me the feeling of productivity.

Ideas are mediocre. Plans are arbitrary. Research is untrustworthy. But telling it "generate me 100 ideas for X" feels really productive.

I think a version of me with no access AI will not just stay competitive, but even outcompete the version of me with unlimited access to AI.

by djaro

4/16/2026 at 9:46:44 PM

There isn't. Just like with climate change and governments, we're all effectively in one big boat together. You can stop paddling towards the waterfall, but you can't stop everyone else from paddling and you can't get off the boat.

by munificent

4/16/2026 at 11:30:24 PM

We are one technological breakthrough away from AGI. Seriously what happens when, for example, a viable room temperature superconductor (remember LK-99 lol) gets discovered? Next thing you know we have 3d stacked chips operating at THz speeds with virtually zero heat output, batteries that can charge instantly, etc.

I know a RTSC is the holy grail, but it really feels like AI is in the same stage computers were in the 80s. I used to be extremely bearish and think AI was useless, but I've taken a total 180 the last 6 months. If these things get better (they will), nobody's job will be safe.

by copypaper

4/16/2026 at 11:38:54 PM

> what happens when, for example, a viable room temperature superconductor (remember LK-99 lol) gets discovered? Next thing you know we have 3d stacked chips operating at THz speeds with virtually zero heat output

Room temperature superconductors don’t enable THz chips with no heat output.

If superconductors broadly allowed this, we’d already have such chips available because we could super cool them and keep them at that temperature easily.

by Aurornis

4/17/2026 at 12:06:24 AM

> we could super cool them and keep that at that temperature easily

As far as im aware, 3d stacking chips requires the inside to be cooled as well (not just the outside). I don't think they've solved this yet.

by copypaper

4/16/2026 at 2:03:57 PM

> "Unavailable Due to the UK Online Safety Act. Now might be a good time to call your representatives."

Having the "call your representatives" link be to your website as well isn't particularly helpful... I already can't get to it

by voidUpdate

4/16/2026 at 2:51:12 PM

I love it when Americans take the moral high ground

by s1mn

4/16/2026 at 4:59:10 PM

Funny that's how I feel when Europeans lecture about wars and imperialism

by drstewart

4/17/2026 at 9:51:54 AM

Of all the times to complain about Europeans complaining about wars, maybe now is not the time?

by Jtarii

4/17/2026 at 5:27:19 PM

No, now is the time, considering there's been an active war in Europe for many years now that they've been begging the US to get involved with.

by drstewart

4/16/2026 at 3:50:52 PM

Surprised you can even read this thread without a 'acking loicence

by snackerblues

4/17/2026 at 2:13:45 PM

Can't see from the UK as the poster claims the UK Online Safety Act prevents them from showing it to me (unless folk use a VPN, I guess).

by hardlianotion

4/16/2026 at 2:34:00 PM

We've recreated pre-enlightenment intellectual culture. Authority and logical consistency matter. Reality doesn't.

by analog8374

4/16/2026 at 9:45:24 PM

> I have never used an LLM for my writing, software, or personal life

Must be nice to not have a paycheck tied to using this tech. For many people, myself included, its either use it (adapt) or lose your job. Most of us relay on our jobs to pay bills and live in the modern world.

by harryquach

4/16/2026 at 2:34:24 PM

Rudolph built his engine, Henry built his car, Popular Mechanics published it. 2000 biofueling stations across the nation. All made illegal by special interests months before the article was published. Information didn't move fast enough to let the editors know that innovation was illegal.

by nfornowledge

4/16/2026 at 3:25:56 PM

I'm genuinely trying to understand this comment. Can you /explain

by plumbees

4/16/2026 at 3:58:16 PM

It's an oblique reference to the career outcomes of Rudolf Diesel, the 19th-century inventor after whom several things are named.

by OgsyedIE

4/16/2026 at 2:53:48 PM

Some people like roasting marshmallows. Others think that setting the house on fire may have downsides.

by ori_b

4/17/2026 at 2:27:05 AM

> Prospective clients ask Claude to do the work they might have hired me for

In all the 10 articles, I think this is the only thing really.

I think we have to learn how to overcome and thrive in the new world. The gravy of CS careers is gone for all :(

by orangecoffee

4/17/2026 at 10:29:44 AM

Exactly. Nothing hits home about what's about to hit you, now and in the foreseeable future, like when your livelihood today is materially affected by widespread availability of LLMs that can passably mimic your highly specialized skills.

by ayewo

4/16/2026 at 8:38:02 PM

The future is uncertain, always has been. Is the future more uncertain than in the past?

by 11101010010001

4/16/2026 at 9:47:21 PM

Yes, it is, 10000%.

by munificent

4/17/2026 at 12:35:42 PM

There is the whole dead internet theory that I think will happen. Anything not in person is potentially a lie or at best bots.

by christkv

4/16/2026 at 2:55:50 PM

The Industrial Revolution - the greatest thing ever to happen - required the British govt to deploy more troops against Luddites than they had fighting Napoleon at the same time.

Damaging machinery was made a capital offense and they had dozens of executions, hundreds of deportations.

At every stage, the steady progress of civilization is fragile and in danger of being suffocated. Its opponents cloak themselves in moral righteousness, call themselves luddites, the green party, or AI safety rationalists. Its all the same corrosive thing underneath.

by MrBuddyCasino

4/16/2026 at 3:19:54 PM

This kind of black and white moral thinking is corrosive to one's intelligence. You're allowed to talk about who benefits from massive society change and who suffers. You are allowed to talk about the ways that technology is implemented and how that leads to pros and cons. An attitude of "if we ever stop moving forward and think then the evil bad people win" is deeply anti-intellectual.

by throw4847285

4/16/2026 at 3:42:22 PM

[flagged]

by MrBuddyCasino

4/16/2026 at 4:43:22 PM

> The Industrial Revolution - the greatest thing ever to happen - required the British govt to deploy more troops against Luddites than they had fighting Napoleon at the same time

Source of this claim?

by Gooblebrai

4/16/2026 at 6:11:03 PM

E.P. Thompson, „The Making of the English Working Class“.

It is admittedly a specific cherry picked point in time at which this was true, but useful to illustrate the issue.

by MrBuddyCasino

4/17/2026 at 1:57:32 PM

I had a look out of curiosity. The book has:

>“In the summer of 1812 there were no fewer than 12,000 troops in the disturbed counties, a greater force than Wellington had under his command in the Peninsula.”

But for that year Wikipedia has

>Wellington's 48,500-man army... https://en.wikipedia.org/wiki/Battle_of_Salamanca

by tim333

4/17/2026 at 3:39:21 PM

If I remember correctly it was true for a short time when it was compared to a small expeditionary force, that quickly grew. That is why its cherry picked.

The point being made by use of colorful anecdote is however that industrialisation led to internal unrest which required considerable force to manage, and whose ultimate outcome (unprecedented rise in living standards) is much preferable to it being stopped in its tracks. A story that repeats itself again and again, check the American longshoremen union for an especially crass recent example of it.

by MrBuddyCasino

4/16/2026 at 5:22:30 PM

> And if I’m wrong, we can always build it later.

That's the rub: if we build it later, our economy crashes in the meantime.

by heroicmailman

4/17/2026 at 7:43:27 AM

Your core skills are fine. Unfortunately, appreciation for those skills has already been blasted into orbit by the AI-BS bubble.

This tech has made it easier for second-handers to pass off inadequate work as the equal of your work. They're too lazy to exert the effort to read/think/write, and being second-handers, they're fine with the APPEARANCE of reading, thinking, and writing.

This has been going on for millenia, and the only fix I've seen is to call it out every time it rears its head.

by vogelke

4/16/2026 at 10:00:30 PM

Author seems depressed, my personal take is that no one can change technological évolution. It's going to happen.

Just flow with it and all it's bullshit, yeah life will be a little worst but it will still be better than those who chose to completely ignore it.

If the world is going mad, be the craziest of all these crazy motherfucker. At least it's interesting, I'm very curious to know what the world will look like in 10 or 20 years.

Maybe, just maybe lol, we'll finally have this dreamed world where robots do all the work and we, human, can just enjoy ourselves 24/24.

by aucisson_masque

4/17/2026 at 12:20:38 AM

but what if I care about the world? I dont want to embrace craziness if there is any chance to preserve normality.

by AuthAuth

4/17/2026 at 10:29:54 PM

>> Unavailable Due to the UK Online Safety Act

>> Now might be a good time to call your representatives.

Turns out you can bypass that sort of nonsense the same way you can buypass paywalls:

https://archive.ph/eXuD0

by YeGoblynQueenne

4/16/2026 at 2:23:34 PM

This article is a good example of how ideology can can lead people down irrational paths.

by cm2012

4/16/2026 at 2:37:51 PM

A statement that can be reversed onto the speaker without effort is meaningless. It has no content. It just means, "I am rational and you are not." Ok, then.

by throw4847285

4/16/2026 at 2:59:53 PM

The comparison to automobiles changing streets is thrown around a lot. But I feel AI is fundamentally different. It is not a technological change like the internet which brought us huge amounts of opportunities in so many different directions. AI’s goal is to automate (in other words, replace) us.

by zshn25

4/16/2026 at 8:10:51 PM

I wonder if the author would advocate for us to stop driving cars as well.

by green_wheel

4/17/2026 at 1:46:38 PM

I would! I grew up in a low-density suburb near Portland, then lived in small-town Minnesota, Madison, SF, Chicago, and Cincinnati. I didn't own a car until my 30s, and I currently drive about once a month---camping, Costco, lumber, that sort of thing. Pretty much all my day-to-day travel is and has been by bicycle (now an e-bike), foot, train, or bus.

Situations vary, obviously! I'm no stranger to rural life, I wound up in a car-dependent suburb with terrible bus service for a bit, and my partner is in the trades. Private vehicles are sensible and essential answers to lots of problems.

But as the Netherlands illustrates, it's not all-or-nothing: reductions in car utilization and car infrastructure have real benefits. Broadly speaking I think we can and should disincentivize private car use, increase public transit frequency, and build networks of protected infrastructure for pedestrians, cyclists, and other non-car means of getting around.

by aphyr

4/16/2026 at 4:22:17 PM

Despite all the AI hype, I wonder how much it only exists in the tech bubble full of terminally online folks. Unless you spend significant part of your day online, most of the AI risks mentioned in this series are probably negligible. The most affected demographic is computer nerds that grew up enjoying utopian Web that is now turning dark.

by matusp

4/17/2026 at 3:28:52 AM

This is completely true. From what ai can tell talking to people outside of tech, the agi and "omg this stuff is wild" hype and fears have completely dissipated. Ironically the average person sees these tools how typically you'd expect a cold, rational technologist to see them: just another tool.

I think a lot of people are just getting their firs taste if agent harnesses plus slightly better models right now, and yes, the first time you use them it seems scary and amazing. By the hundredth time though, it's very apparent that there is still tremendous work to do before any kind of fully automated software pipeline (let alone any other domain) can be realized.

by voidhorse

4/16/2026 at 7:07:32 PM

Seriously try saying "LLM" to anyone else.

There is a class next door to my office. An old woman is teaching ~20 people how to be insurance agents with a slide show. It seems like a two week course with a certificate at the end.

They don't seem worried that the slideshow could be pasted into an LLMs context window and outperform all of them on the test in 5 seconds and are diligently taking notes.

by ericmcer

4/17/2026 at 1:33:04 AM

my first thought reading this was that Ai might make coding more of an art or tradition. I felt admiration for those of us who still know how to write the now ancient coding languages of yonder.

But then i read this at the end:

> This piece, like most all my words and software, was written by hand—mainly in Vim. I composed a Markdown outline in a mix of headers, bullet points, and prose, then reorganized it in a few passes. With the structure laid out, I rewrote the outline as prose, typeset with Pandoc. I went back to make substantial edits as I wrote, then made two full edit passes on typeset PDFs. For the first I used an iPad and stylus, for the second, the traditional pen and paper, read aloud.

Then you realize the context of this article, who is writing it. No hate to my man here but clearly this is someone who has the desire and time to make things difficult for themselves and take pride it in it. It's needless effort in this day and age. but hey, to his own analogy, plenty of gearheads love their old cars and making em work. Those guys are some of the most knowledgeable, and I respect that, but also.. that same group is gonna hate on any new technology and complain it isn't the old way.

by botanrice

4/17/2026 at 3:25:19 AM

Eh, this has been a disappointing series to read from the person that wrote all those Jepsen write-ups and the technical interview series. All articles are mostly a regurgitation of all the negativity that gets aired here all the time (a lot of it already fixed or debunked) and 0 discussion of utility. This is more befitting Zitron than aphyr. Where's the sharp incisive wit and deep insights?

At least he realizes this technology is unlikely to slow down. With international relations as they are, it's MAD all over again, only the "D" is a fuzzy, hypothetical thing nobody can name, so even that bit of deterrence is lost. Yet finally he ends with the most uninspired advice of all: "we should try, unsuccessfully, to stop it."

Everyone must understand: for all of history, progress and productivity and value creation overall could only scale with people. Now it can scale with power and compute. This is a tremendous economic force, akin to a force of nature, that is nigh impossible to stop. (I always did think the Butlerian Jihad was the biggest plot hole in Dune.)

My advice is this: we have no choice but to adapt. We must realize that, by a stroke of luck, this is a power available to us more than the capital class. If they can scale without people, so can we. But because harnessing AI effectively requires hard skills -- at least for now -- that the capital class don't have and used to pay us for, we might even scale better than them!

Carpe diem.

by keeda

4/17/2026 at 4:09:42 AM

> All articles are mostly a regurgitation of all the negativity that gets aired here all the time (a lot of it already fixed or debunked) and 0 discussion of utility.

There are multiple sections that talk directly about utility. Here's one of them: [0]

But, sure. I'll bite. Here's the third paragraph of the first part of the essay [1]:

  This is *bullshit* about *bullshit machines*, and I mean it. It is neither balanced nor complete: others have covered ecological and intellectual property issues better than I could, and there is no shortage of boosterism online. Instead, I am trying to fill in the negative spaces in the discourse. “AI” is also a fractal territory; there are many places where I flatten complex stories in service of pithy polemic. I am not trying to make nuanced, accurate predictions, but to trace the potential risks and benefits at play.
I'd say that the specific sort of "utility" discussion that you're probably looking for would be classified as "boosterism". [2]

> Now it can scale with power and compute.

Eh. Carefully read through and consider [3].

[0] <https://aphyr.com/posts/411-the-future-of-everything-is-lies...>

[1] <https://aphyr.com/posts/411-the-future-of-everything-is-lies...>

[2] Due to their nearly-universally breathless nature, I know that's how I classify the overwhelming majority of such discussions.

[3] <https://www.b-list.org/weblog/2026/apr/09/llms/>

by simoncion

4/17/2026 at 6:14:44 AM

[0] is a throwaway paragraph that handwaves at second-hand accounts of generic things LLMs can do, with no further discussion, apparently because he (surprisingly!) has almost no first-hand experience with them. Then there are 10 pages of negativity with dozens of links to stuff that has been discussed to death here and in media. The "negative spaces" he's filling are already overflowing.

His lack of personal experience with LLMs was the most disappointing aspect, because he does not really know what we're dealing with. He's just going off what he's read / heard. So again, where's the incisive insight?

Now, here's a concrete example of what I mean by utility: a single person being able to rewrite an entire open source project from scratch in a few days just so it could be relicensed. Is that good or bad? I don't know! Is it a stupefying example of what's possible? Yes! Is that "breathless boosterism?" Only if you ignore the infinite nuances involved.

> Eh. Carefully read through and consider [3].

Hadn't come across this one before, but there's not much in there I hadn't seen and even discussed in past comments. As an example, it still mentions the METR study from 2025 without mentioning the very pertinent follow-up from just a couple of months back... which is not very surprising to me: https://news.ycombinator.com/item?id=47145601 ;-)

It does mention (and then gloss over) the real finding of the DORA and related reports, which is pertinent to my original point: LLMs are simply an amplifier of your existing software discipline. Teams with strong software discipline see amazing speedups, those with poor discipline sees increased outages.

And, to my original point, who knows what good software discipline looks like? Hint: it's not the capital class.

by keeda

4/17/2026 at 8:27:29 AM

> His lack of personal experience with LLMs...

You missed the part where he is consistently unimpressed by the failure of LLMs to do the task he hands to them, it seems. Go re-read Section 1.5 "Models are Idiots". Make sure to read the footnotes. They're sure to address most of the counterarguments you might make.

> Is that "breathless boosterism?"

How you phrased it? Yes. It ignores the "infinite nuances involved" such as maintainability, infosec soundness of the work product, the completely untested legality of "license washing" to name a few. Also, you missed the part where I said

  Due to their nearly-universally breathless nature, I know that's how I classify the overwhelming majority of such discussions.
> Hadn't come across this one before, but there's not much in there I hadn't seen and even discussed in past comments. ... It does mention (and then gloss over) the real finding of the DORA and related reports...

Yeah, I figured that you would be unable (or unwilling) to understand this one. Here's the summary, straight from the author's keyboard:

* Fred Brooks' No Silver Bullet was correct.

* No Silver Bullet applies to LLMs the way it applied to other things, and empirical evidence on LLM coding impact sure seems to agree.

* You'll get better returns from working on strong software development fundamentals than from forcing all your programmers to use Claude for everything, and that's a repeated message in basically all the major literature.

* If LLMs do turn into a revolutionary world-changing silver bullet giving everyone coding superpowers, you'll be able to just adopt them fully when that happens.

by simoncion

4/17/2026 at 4:18:53 PM

> You missed the part where he is consistently unimpressed by the failure of LLMs to do the task he hands to them...

Not really, those are exactly the things said by people who dabble with LLMs a little and turn to "breathless naysaying" without any effort to really figure out this new technology. I mean, the series literally ends with "maybe I'll try to code with it."

> Yes. It ignores the "infinite nuances involved" such as maintainability, infosec soundness of the work product, the completely untested legality of "license washing" to name a few.

Not really, I did say "Is it good or bad? I don't know!" and literally mentioned the infinite nuances. I did not want this to become a tangent about those nuances (that's what I hoped would be in TFA) but I do know that being able to write or rewrite entire projects single-handedly is tremendous utility.

> Yeah, I figured that you would be unable (or unwilling) to understand this one.

Not really, just that I've already discussed all the points in that piece in past comments with way more studies on "empirical evidence on LLM coding impact" with way more nuance. If you want to follow the threads in the comment I linked, you'll come across some of those comments.

> You'll get better returns from working on strong software development fundamentals than from forcing all your programmers to use Claude for everything, and that's a repeated message in basically all the major literature.

Not really, the repeated message in all the latest reports like DORA and DX and CircleCI (which your link mentions but glosses over) very clearly indicates that using LLMs with strong software development fundamentals (what I called "discipline") is a huge force multiplier. See point 3 of this link as a representative example: https://www.thoughtworks.com/en-us/insights/blog/generative-... For these teams, productivity will literally be proportional to their tokens rather than their devs, because each dev is so highly leveraged.

> If LLMs do turn into a revolutionary world-changing silver bullet giving everyone coding superpowers, you'll be able to just adopt them fully when that happens.

Yes, but at this point it's unlikely to be a silver bullet, and I never claimed it would be. What I am saying is that it is a huge accelerant, but needs steering by skilled operators, engineers who know the discipline but also understand how to work with AI.

And in my experience it takes a surprising amount of time and practice to learn how to leverage AI effectively.

Which aphyr clearly has not done. Which is why this series is such a disappointment.

by keeda

4/17/2026 at 8:04:43 PM

> Not really, those are exactly the things said by people who dabble with LLMs a little...

From the footnote in section 1.5:

  The examples I give in this essay are mainly from major commercial models (e.g. ChatGPT GPT-5.4, Gemini 3.1 Pro, or Claude Opus 4.6) in the last three months; several are from late March. Several of them come from experienced software engineers who use LLMs professionally in their work. Modern ML models are astonishingly capable, and they are also blithering idiots. This should not be even slightly controversial.
I wonder just how Scottish the Scotsman has to be before you'll let him order a drink.

> And in my experience it takes a surprising amount of time and practice to learn how to leverage AI effectively.

Let's ignore -for a minute- the fact that people who actually use these things as part of their dayjobs were consulted, which moots this complaint.

Every six-ish months we hear "Wow. All the past commentary on LLMs is completely invalid. These new models aren't just a step change — they're a whole new way of working.".

If we consider only that datapoint, it's pretty obvious that you're not missing out on much by choosing to just work on skills that are universally applicable and "evergreen". But, when you add in to that the fact that every six-ish months we also hear "Wow. These new revs of the LLM products are just as stupid and nondeterministic as the old ones. They also still make the same classes of stupid mistakes, are pretty much as dangerously unreliable as they always have been [0], and -just like previous versions- have 'capability rot' that cannot be anticipated, but might be caused by inability to handle current demand, deliberate shifting of backend resources to serve newer, more-hyped LLM products, or even errors in the vibecoded vendor-supplied tooling that interfaces with the backend.", the decision to ignore the FOMO and hype becomes pretty obviously correct.

> I mean, the series literally ends with "maybe I'll try to code with it."

Well, this is how the series ends:

   The security consequences are minimal, it’s a constrained use case that I can verify by hand, and I wouldn’t be pushing tech debt on anyone else. I still write plenty of code, and I could stop any time. What would be the harm?
   
   Right?
   
   ...Right?
There's a certain subtlety to this that you missed. [2]

If we ignore that subtlety, I expect that your retort to a report that goes "Wow. They suck just as hard at coding for me as they do for everything else I've attempted to use them for. I'm not surprised because I've talked to professional programmers who regularly use these things in their dayjobs and I'm getting results that are similar to what they've been reporting to me." will be "Bro. You didn't spend enough time learning how to use it, bro!".

By way of analogy, I'll also mention -somewhat crassly- that one doesn't have to have an enormous bosom to understand that all that weight can cause substantial back pain. One can rely on both one's informed understanding of the fundamentals behind the system under consideration, as well as first-hand testimony from enormous-bosom-equipped people to arrive at that conclusion.

[0] eg. [1] and many, many other examples

[1] <https://github.com/anthropics/claude-code/issues/39201>

[2] Your failure to notice that subtlety makes me wonder how often you use LLMs to summarize lengthy technical articles that you read.

by simoncion

4/17/2026 at 8:11:06 PM

[1] is so bad, like the worst imaginable thing you can think of... like if this is the possible fuckup all bets are off what other fuckups you might need to deal with. I got hit with this problem several times and I was like "well this is just impossible..." absolutely mind-blown

by bdangubic

4/17/2026 at 9:32:55 PM

>. Several of them come from experienced software engineers who use LLMs professionally in their work.

So, not from personal experience. And we don't know which examples came from which users or what they used them for. We get enough hearsay on HN and again, there's nothing in this series that has not been discussed here. There is however, a ton of other hearsay missing in the series, which is the utility so many people are finding (in many cases, along with actual data or open source projects.)

> Every six-ish months we hear ...

I've been yelling about LLMs since early 2024 [0]! They needed much more "holding it right" back then. Now it's way easier, but the massive potential was clear way back then.

> They also still make the same classes of stupid mistakes, are pretty much as dangerously unreliable as they always have been.

Yes, and this is where a lot of the skill in managing them comes into play. Hint: people are dangerously unreliable too.

> One can rely on both one's informed understanding of the fundamentals behind the system under consideration, as well as first-hand testimony from enormous-bosom-equipped people to arrive at that conclusion.

Of course, but when faced with many contradictory opinions, I prefer data. And the preponderence of data I've looked at and discussed [0] paints a very different picture.

> There's a certain subtlety to this that you missed.

From TFA:

> I want to use them. I probably will at some point.

My complaint is that he is speaking entirely from second-hand information and provides no new insight of his own. That he has trepidations to actually get his hands dirty with them does not change it, and only makes it worse that he spent 10 pages going on about them! He's a technologist, not a journalist! So, I'm genuinely curious, what subtlety did I miss?

[0] Available in my comment history. To allay suspicion that I only engage in breathless boosterism, some relevant comments about the negatives: https://news.ycombinator.com/item?id=47405189 or https://news.ycombinator.com/item?id=46830919

by keeda

4/16/2026 at 6:57:23 PM

What doomsayers or tech bros never really understand, you can’t be rich without an economy. Which basically means that if 90% of the people loose their jobs, their home, the system by itself will collapse even the stuff that the rich people are needing.

AI will basically either enrich our life like the loom did or it will outright kill the current economic system of the world which might stop poverty at all or it will sort of start a big collapse where people suffer at the beginning but than it will still have a positive outcome at the end.

Humankind always found a solution in the past and it will even do that in the future.

by merb

4/16/2026 at 10:54:17 PM

We need Universal Basic Income UBI and we have the right to demand it:

- LLMs trained on OUR copyrighted works and OUR open source code which was licensed for human use (MIT license explicitly says for "Persons").

- A monetary system that has been centralizing opportunities and creating an asymmetric playing field due to the Cantillon Effect caused by government and institutional money creation.

Either of these points on its own entitles us to as much UBI money as we need.

I think even without AI or any technological progress, the monetary system is itself enough to create the kind of massive centralization that we've been seeing. People have been saying that for years before LLMs. People are now blaming AI for the fact that some people can't get jobs but it's not the root cause.

Software devs won't be able to get jobs as plumbers either because the plumbing sector in many countries has become insanely regulated... Society has been fundamentally corrupted.

I only see two ways forwards;

- Communism with UBI (closer to what we have now)

- Abolish all regulations and have Capitalism again.

by socketcluster

4/16/2026 at 7:37:07 PM

"carbon emissions" sneed

by chungus_amongus

4/16/2026 at 7:29:21 PM

Out of curiosity, what if the "can be useful" part is Gell-Mann Amnesia?

by mcguire

4/16/2026 at 2:19:12 PM

The conclusion was the takeaway. Everyone is getting bumped up a skill notch, not just bozo liars.

by nipponese

4/16/2026 at 8:18:33 PM

> Some of our possible futures are grim, but manageable. Others are downright terrifying, in which large numbers of people lose their homes, health, or lives. I don’t have a strong sense of what will happen, but the space of possible futures feels much broader in 2026 than it did in 2022, and most of those futures feel bad.

Well, yes, the entire world order is currently being upended. The USA is completely unrolling its place in the global order and becoming isolationist (and soon an authoritarian single-party state). The Petrodollar is either dying or being converted to a Northwestern-Hemisphere-Petrodollar, with the Yuan in the ascendancy (so there goes the strong economy powering VC money). China, EU, and Russia are the new global leaders. The Middle East and its oil is being taken over by Israel. Taiwan will fall to China and thus the whole technological world follows. Countries that are friendly with China will have good renewable tech, countries that aren't will be doubling down on oil and coal. Fresh water will become as valuable as oil. A world war will decimate global productivity for decades. Most of the democracies in the world will be gone by the end of the century.

But none of that has to do with AI.

Bad things will always happen in the world. Good things will happen too. But you're only focusing on the bad. That's not good for your health, or others'.

> Refuse to insult your readers: think your own thoughts and write your own words. Call out people who send you slop. Flag ML hazards at work and with friends. Stop paying for ChatGPT at home, and convince your company not to sign a deal for Gemini. Form or join a labor union, and push back against management demands that you adopt Copilot [..] Call your members of Congress and demand aggressive regulation which holds ML companies responsible [..] Advocate against tax breaks for ML datacenters. If you work at Anthropic, xAI, etc., you should think seriously about your role in making the future. To be frank, I think you should quit your job.

He's freaking out, and rejecting AI completely, out of fear. And that's okay; we all get a little freaked out sometimes. But please try not to make other people freaked out as well? Just because you are scared of something doesn't mean the fear is justified or realistic.

What's going to happen now is the same thing that happened during the pandemic. A bunch of irrationally fearful people will decide that the only way they can cope with their fear, is to reject the basis of it. COVID deniers and anti-maskers/anti-vaxxers were essentially so terrified of the loss of control they had, that they refused to acknowledge it. They instead went full-bore in the opposite direction, defying government mandates and health warnings, in order to try to regain some semblance of control over their lives. And it did not go well.

That's what's now gonna happen with AI deniers. They're so freaked out about AI that they're going to reject it en-masse, not because it is actually doing anything to them, but because they're afraid it might. And the end result is going to be similar: extreme people do extreme things, and the end result isn't good. So please try to reign in the doomerism a bit, for all our sakes.

by 0xbadcafebee

4/17/2026 at 2:07:35 PM

[dead]

by deepseasquid

4/17/2026 at 10:58:42 AM

[dead]

by arc_light

4/17/2026 at 12:25:16 AM

[dead]

by peacemosaic

4/17/2026 at 2:53:15 AM

[dead]

by benh2477

4/17/2026 at 3:17:20 AM

[dead]

by BLACKCRAB

4/16/2026 at 9:28:32 PM

[dead]

by richardkielbasa

4/17/2026 at 9:55:06 AM

If you use coding tools too much, you lose the ability to think long-term since you become entirely dependent on the tool. If you don't use them, you risk falling behind everyone else.

so the boundary is blurry... I'm not sure what to do

by zerotoship

4/17/2026 at 9:58:06 AM

Bit of both I think; spend time writing code on your own, use coding tools at work if they encourage / pay for it.

I think we'll settle into a new norm over the next few years, but the role of software engineer will change though. Ultimately, always remember (and remind your boss) that you are in charge and, more importantly, responsible.

by Cthulhu_

4/17/2026 at 10:03:20 AM

Just spend 30 minutes a day without using them. Think of it like practicing an instrument.

by Jtarii

4/16/2026 at 2:19:31 PM

Frankly I think it’s kind of childish to just put up a massive Uk wide block on your website. “Call your representatives”, ok dude, can I give you a list of things I want to change about your country’s policies?

by SilverBirch

4/16/2026 at 2:22:34 PM

I don't think you can. The comments section of the page is also behind the block for you, no?

by dminik

4/16/2026 at 5:06:45 PM

>ok dude, can I give you a list of things I want to change about your country’s policies? reply

of course, non Americans never comment on American policies

by drstewart

4/16/2026 at 2:33:06 PM

I read couple of articles in the series and I still couldn't get what was the point author is trying to make. Reads like, "let me give you 100 arguments why I think this is bad".

Do LLMs lie? Of course not, they are just programs. Do the make mistakes or get the facts wrong? Of course they do, not more often then a human does. So what is the point of that article? Why my future is particularly bad now because of LLMs?

by yanis_t

4/16/2026 at 2:36:39 PM

The argument isn't that LLMs are bad because they can hallucinate. Author (clearly) argues that LLM use has negative cognitive effects on their users and on society as a whole. Plus, the technology would wipe out a large, large number of jobs.

by bauerd

4/16/2026 at 2:35:39 PM

How can you argue they don't lie, as if they have any idea of correct vs wrong? There is no brain there. When statistics overwhelmingly say "yes" is the correct answer to something, it will say "yes" -- completely independent of whether that's the correct answer.

by lionkor

4/16/2026 at 2:14:26 PM

Complaining about AI slop is starting to become its own kind of slop. There isn't anything novel in this little essay. It might as well have been written by AI because I've seen this type of dude complain about this exact type of thing countless times at this point, and none of them have a solution other than empty moralizing or call your representative or whatever. None of that’s going to work. Fortune, Gizmodo, The Verge,Ars Technica, etc. all circulate the same negative headlines and none of them have a solution, and their writers are probably going to be totally replaced by AI so what difference does it make? They're just capitalizing on the negative sentiment and they have no intention to come up with a solution. At that point it's just complaining and I'm sick of it.

by chungusamongus

4/16/2026 at 2:23:21 PM

If you’re not an AI yourself it’s weird how you’re so offended by this stuff.

by alehlopeh

4/16/2026 at 5:56:54 PM

An AI wouldn't get offended. It would sycophantically agree.

by chungusamongus

4/17/2026 at 4:53:52 AM

They're not looking for solutions, they're capitalizing on the AI backlash. It's just the new form of rageviews.

The only saving grace is that this is less cynical than typical rageviews, considering they have something of a point in that they are going to be negatively impacted by the same technology that has been trained on their content without compensation.

by keeda

4/16/2026 at 2:23:17 PM

Spotting a problem is relatively easy. Coming up with a solution, not so much. But it is still worth pointing out that there is a problem.

by zabzonk

4/16/2026 at 2:58:28 PM

I mean, it has been exhaustively discussed at this stage. Everyone who cares knows all of this stuff already.

The solution is obviously some form of socialism but a lot of tech people are blinkered libertarians who refuse to put two and two together.

by chungusamongus

4/16/2026 at 2:41:44 PM

Agreed, and I think if you asked most people in the developed world, they'd say the invention of automobiles has been a net positive (to say the least) despite all the very real negatives. Stopped reading the article after that. It seems like the people expressing these sentiments are a loud minority, and I know from having spent way too much time online that if LLMs didn't exist in their current form, they'd be angry about something else. Then again, Maybe I'm just out of touch. It's a distinct possibility.

by TheEaterOfSouls

4/16/2026 at 3:08:47 PM

I don’t think this is the right take.

To take the car analogy: it matters how we use the car.

The car in itself can be used to save time and energy that would otherwise be used to walk to places. That extra time and energy can be used well, or poorly.

- It can be squandered by having a longer commute that defeats the point

- Alternatively, it can be wasted by sitting on a couch consuming Netflix or TikTok

- Alternatively, it can be used productively, by playing team sports with friends, or chasing your kids through the park, or building a chicken coop in your back yard

It’s all about wise usage. Yes it can be used as a way to destroy your own body and waste your time and attention, but also it can be used as a tool to deploy your resources better, for example in physical activities that are fun and social rather than required drudgery.

I think it’s the same for LLMs. Managers and executives have always delegated the engineering work, and even researching and writing reports. It matters whether we find places to continue to challenge and deploy our cognition, or completely settle back, delegate everything to the LLM and scroll TikTok while it works.

by Ifkaluva

4/16/2026 at 5:16:44 PM

OK but the car DID have the effects that Kyle described. The fact that you have to imagine a world where people collectively made some other "wiser" decision about how to use cars perfectly demonstrates that those decision's don't happen. In some cases it's because because other choices seemed rational, some times because people are irrational, and some times because of the prisoner-dilemma like situation where multiple people making the rational individual choice results in an irrational choice for all of society.

Kyle' recommendation to stop/slow using AI is phrased as another individual choice, but given that lesson I think it's appropriate to interpret it as a collective choice - collective through regulation, collective resistance etc.

by advisedwang

4/16/2026 at 4:13:47 PM

"The Medium is the Message" applies... or some analogy to that idea.

Yes, individuals have choices. But in a collective, dynamics occur and those dynamics can't usually be overcome by individuals.

Social media could be used differently, but the way it exists Irl is determined by the nature of the medium, the economic structure and other things outside of individuals' control.

by netcan

4/16/2026 at 3:10:16 PM

While I agree in principle, I don’t know how much faith is warranted in humans using it wisely in practice.

by layer8

4/16/2026 at 3:23:28 PM

I agree with you that the majority of people will use it to feed their attention and energy to the attention economy. Meta will be more profitable than ever, as will TikTok, Netflix, YouTube

But the majority have always chosen the path of least resistance. This is not new! Socrates’ famous exhortation is “the unexamined life is not worth living”. People were living mindlessly on autopilot before TikTok.

I think if you want to give a call to action, as this piece does, the right call to action is “think carefully about how you can make a good use of your time and energy, now that the default path has changed.” I know it’s not as simple or emotionally powerful as “go down kicking and screaming, stick it to the man”, but as a rule of thumb, the less fiercely emotional path is usually the right one.

by Ifkaluva

4/16/2026 at 3:11:02 PM

I have a lot of faith they will use it unwisely.

by pixl97

4/16/2026 at 3:12:14 PM

Indeed.

by layer8

4/17/2026 at 4:39:28 AM

These are thoughts of someone who's very good at putting words together, but sadly has little experience with the subject matter.

> I’ve thought about this a lot over the last few years, and I think the best response is to stop.

This is exactly where it shows.

LLMs, agents and whatever comes next are not only the future of tech, but they are going to be national resilience drivers for the countries that will be able to support them with power, water and science.

Who is supposed to stop? The US? China? Russia? Everyone? Of course this won't happen. This is an arms race.

But even if it weren't, stopping is the wrong answer. You don't have to outsource your thinking, writing or reading. How you use LLMs is entirely up to you.

There is a way to use LLMs which is beneficial. I treat them as a private tutor available to me for questions. This solved a lot of friction I had with my relationship with LLMs.

More telling is that the author mainly thinks about their relationship with LLMs while in reality the space has moved on to automation with agents. You don't interact with LLMs as much as before, and if you still do, then soon you won't.

Ahents are not really ML. It's harnesses and parsing and memory and metrics. It's software. Should we stop this as well?

by magic_hamster