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And this is why we see ever better attempts to mimic human skin, faces, movement, emotions, etc, with robot manufacturers.

The issue is the breadth of scale. At the time of the industrial revolution those who we would consider knowledge workers were a much smaller percentage of the population. Today, they are a significant part of the workforce, and it is them who are being displaced first, and in increasing numbers.

The second issue is one of migration between skill sets. By the numbers, today is likely harder as non Ai-affected skilled professions take longer to train into in a general sense.

The third is the synthesis of AI and robotics. Humanoid help is good. As the Venn diagram overlap of capabilities between humans and humanoid robots increases, many professions defined by complex vision and environmental manipulation that are currently safe will not be.

There are, of course, upsides. But the world is right to wonder what the future looks like, and where people fit within that future in terms of earning an income if whatever path they choose seems to be able to be replaced by a machine within their lifetime. How do they achieve personal stability and safety if, even when thinking about their multitude of career options, the machines are so good that they can do almost anything.


Personally I dream of the end of all human labor.

But then what?

Once the rich no longer need the serfs, they won’t suddenly decide to let you have things. They know they are superior to you, both genetically and socially because they inherited wealth and you didn’t. Their trust fund paid for private schools and you don’t even have a trust fund. They’re just better. It’s an objective fact. The world specifically chose to make them better than you, because it’s true.

The only fair system is for them to have an army of robots and then quietly clean up the population, so that you aren’t a risk to them. It’s just science.

When you’re dealing with people who think like this, who will soon have an army of terminators, what hope do we have?


You’re arguing with a scenario you invented, then treating its most deranged conclusion as evidence.

I continue to be shocked at how people outright disregard these kinds of possibilities as pure science fiction. This is literally the objective of the ultrawealthy, it is the natural extrapolation of the early events of the industrial revolution projected onto a near-future world, and given current trends, the only hope of it not happening is that people everywhere realize what is happening and use our remaining capacity to steal power back. Feudalism is the natural state of mankind, and has been for thousands of years.

I am very hopeful that such scenarios would not come to pass, but dismissing them outright puts us on the path toward them.


> This is literally the objective of the ultrawealthy

Assertion without proof; seems extremely likely to be baseless stereotyping since you insist this applies to the entire category rather than some specific named individual;

> it is the natural extrapolation of the early events of the industrial revolution projected onto a near-future world

Ford explicitly built his cars cheap so that the average person can afford them, and you're using this as evidence of supervillain-tier "wipe out humanity"?

> Feudalism is the natural state of mankind, and has been for thousands of years.

Feudalism, notably arising in the 5th century, has not even existed for thousands of years. Feudalism also notably did not involve the complete extermination of the peasant class. And of course, one could go so far as to notice that feudalism has largely been replaced by other systems of governance...


Obviously I cannot claim that every ultrawealthy individual wants to eradicate the working class (some certainly do though, by their own admission). Instead, all ultrawealthy individuals do want to accumulate more resources (this is essentially by definition). In the event that productivity does increase without human labor, there is absolutely no incentive for democratization; indeed, that would be counterproductive. The ultrawealthy, as a collective, in seeking limitless personal gain, must proceed toward this objective.

Ford built his cars after the Gilded Age, and after the government imposed a stunning set of policies that began a steady reduction in wealth inequality. Ford was a player in a market where the goals were set in a way that promoted inclusive institutions and democratization.

I was referring to the early events of the industrial revolution in Europe (predominantly England), over 200 years prior. Living standards for the majority of the labor class fell dramatically, because labor itself became less valuable. The scenario above is the extrapolation of this, and therefore much worse.

The technical term for feudalism refers to the system of government in the medieval period. I was referring to that term in an informal sense, since I am sure many know what I mean by that. As I answered to another user, I should have used the phrase "extractive institution" instead, as that is the correct term. "Serfdom" would also have been better.

But it's important to understand why that system of government was replaced. Over the last several hundred years, the majority of humans slowly clawed back power from the elites over a series of economic downturns involving war, revolutions, and then an unstable relationship with the labor class. As labor became valuable again, power shifted back to the people. Reversing that direction would undo all of that hard work. So far, that is what technology has brought.


There's still a huge gap between "some people want to accumulate power" and "wiping out most of humanity". The former I accept, it's the latter I'm comfortable dismissing.

Especially when you insist that since someone has collected wealth, they must QED want limitless gain, and "must" proceed towards that objective, without any reference to other values or principles.

I'm sure you've earned a dollar or two in your life, so I suppose the simple question is: do you desire the eradication of humanity? If you somehow inherited Elon Musk's wealth tomorrow, would that make you comfortable eradicating the rest of us?


I don't think most of them would even view it as "wiping out most of humanity". Like much of the past, it is simply a complete ignorance of the circumstances of the lower classes. They have everything, and they assume that everyone else that is worthy has what they need too, just like they do. They are oblivious to the suffering that their selfishness has wrought. They might even believe that it is an inevitable tragedy. So don't get me wrong, I don't believe these ultrawealthy are necessarily "eradicate humanity" evil. It is just that their desired world will come at the cost of everyone else.

As for what I would do if I inherited Elon Musk's wealth tomorrow: I would do exactly what any ultrawealthy person would do, and use the interest to live and accumulate more interest. I would very much like to engage in philanthropy and speak my views to those who would listen (but having money does not make me a better communicator). I could donate to political parties I align with. But I do not have the same drive for accumulating more assets (indeed, I would actively avoid this), so I would become progressively less wealthy than my ultrawealthy "peers" until I am only wealthy and not ultrawealthy. I would still live extremely comfortably until I die. But unless I can convince the rest of the public to fight back against those few that probably do wish to eradicate/control much of humanity through technology and asset accumulation, nothing will change.


Exactly my views on this

Henry Ford was also a notorious nazi sympathizer, maybe you can take those kind of statements with a grain of salt.

Serfdom was abolished in the russian empire in 1861, so feudalism is a still relatively recent phenomenon in human history; and giving more recent examples slavery was abolished in Mauritania only recently.


> Feudalism is the natural state of mankind

No, it's not. What we call feudalism arose after the collapse of the Roman Empire.


Alright, maybe I shouldn't have used the term "feudalism", although this is one that most people understand. The correct term is an "extractive institution".

Not really. All that happened is that security got unbundled from the Landlord to the State in exchange for some protections against the (notorious) caprice and malice of some Landlords.

But the fundamental economic arrangement largely remains intact. The landed class extracts infinity wealth from production upon "their" land in perpetuity by virtue of a piece of paper that says they can use physical force upon anyone who dares to be productive on it without paying the required tribute.


Yes, I reject the premise entirely, and frankly, viewing everything solely through the lens of class power is a really poor model of the world.

Care to enlighten us on what is a good model of the world? Because an "elite vs. masses framework" of human civilization was what won the 2024 Nobel Prize in Economics.

I think you'll find if you actually read the Nobel award, it's about institutions and prosperity. "Elite vs. masses" is one component of some of the models, not a complete theory of civilization.

Forget reading the award, read the book. Yes, it is about institutions and prosperity. I'm not sure how this negates what I said? The lynchpin of their arguments is their construction of "inclusive vs. extractive institutions". We are talking about an extractive institution here. By design, the scenario described above points away from all of the drivers of democracy they propose. That's all you have to do to piece together that scenario as feasible within their model of civilization.

Beyond that, do you agree that their model is a good model of the world and civilization in general? Do you have a more preferable one in mind?


Do you think people with money employ people as an act of charity or prosocial goodness?


This position is hilarious, because it's the class war is the only thing they want you to avoid thinking about.

Have you listened to how people like Altman and Thiel talk? They do not seem to care about regular people except as objects to be subjugated. This kind of talk is also how we get a president that claims repeatedly to want an end to war and then starts one. When people tell you who they are and what they’re about, listen.

I read it more as a sarcastic reflection on the state of the world by the author rather than that the author believes what he write himself or agrees with it. It is a debating technique to push a contrary argument to the extreme to see where the balance lies.

No, it's the only logical conclusion when the only thing you do is "end human labor" without going through the necessary steps of "dismantle capitalism", "guillotine every billionaire", "rework every method of redistribution we have", "completely rethink our methods of how power is distributed" and "provide meaningful occupations to every person on the planet".

Human labor disappears tomorrow, Peter Thiel's first dream is to see if you can still be useful when made into a paste.


You think "invented"; I think "based on thousands of years of humans doing exactly this"

I don't think billionaires hating the poor is an invented scenario, the writing is on the wall when you open top 100 richest people

please tell us how you imagine things

Once the rich don’t need us, the poor, they will give us food, healthcare, housing, fun, everything like a utopia.

But now that they actually still need us, they can’t even provide healthcare.


I recently read a comment that stated that, as democracy clearly does not work, it should be replaced with technocracy.

I'm amazed by the ignorance some people carry around.


Plato made a similar claim in The Republic. 2400 years later, and we still don't have a technocracy in the Western hemisphere where engineers lead countries. Either engineers are systematically oppressed, or there are just other qualities that make a leader than being good at complex problem solving.

This is run-of-the-mill neofeudalist techbro belief. Peter Thiel is a big fan.

With so much defeatism and this grade of inferiority complexes, I really do wonder what keeps you even alive.

The value of human labor is what gives ordinary people power. This also applies to unions and countries, which derive their power from the people they represent.

Once sufficiently smart AI and autonomous weapons systems take that power away, we become little more than pets, living at the whim of those who control the AIs. Which could be a small elite of humans, or the AI itself.


democratic elections give power to the people without requiring labor, it's one of the pillars of western society

> democratic elections give power to the people

Only when they aren't totally co-opted by capital interests and everything they own, including media/social media.

We haven't had democratic elections for decades. Just illusion of choice in a race to the bottom.

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


Assuming you are referring to the USA, are you claiming people have not been able to campaign for political positions and vote for their candidates for decades? Because that is the definition of "democratic elections" (except for the electoral college nonsense in the US and 2000 presidential elections).

Otherwise, your complaint is more about voters either being too stupid, too disinterested, or not having enough time participate in the democracy. Which is a problem, but real life comes with constraints and it isn't really easy to solve all of these by snapping one's fingers.

Claiming that there has been widespread election fraud when elections have been, by and large, free and fair, is anti democratic. Obviously, there have been issues with disenfranchising certain people's votes, making it harder for them, blah blah, but it had been trending better and better and access to information had been getting better and better.

It also might just be possible that people are too tribal and simply can't comprehend all the complexities of the world to make good voting decisions.


Much of that is intertwined.

The biggest key imo is captured media (and more recently, social media), which has indeed been happening for decades. This leads to uninformed voters and manufactured arguments, groupthink, and tribal narrowmindedness, allowing the two parties of capital interests to remain dominant. Voters cave too easily to the "lesser of two evils" thinking, hence the race to the bottom where only capital interests win. The primary process is a complete joke where the dominant parties have full control over it and blatantly manipulate it (or skip it entirely like we saw recently), and running under a third party is suicide.

However, don't be fooled into thinking we just need >2 viable parties, as the same fundamental problems can easily scale if the other sources of corruption (media) remain. We see this in the UK etc.

Election fraud itself is probably not a very big factor in most cases. With all of the above, it doesn't need to be.


>Voters cave too easily to the "lesser of two evils" thinking

This is just a mathematical fact of first past the post elections.

I also don’t buy the captured media claim. Broadband cellular internet has allowed everyone instant access to basically all available information. If people choose to consume nonsense, that is an inherent problem with the people. Good information is literally a click or tap away, but people prefer the tribal stuff.


> This is just a mathematical fact of first past the post elections.

The degree of it is not.

> Good information is literally a click or tap away

No it isn't.


Yes, and while I do believe foreign and domestic bad actors are ever present online, a whole lot of misinformation is enabled by people who blindly accept anything posted on the internet as fact (my mother has ranted to me about a distant relation who continually posts the most outlandish things on Facebook; personally I don’t use any of Meta’s social networks to avoid that sort of thing, and, bar Marketplace, the last time I looked at Facebook proper was to do a data export during COVID lol). Though don’t get me wrong, social media companies have done terrible things, but supposedly “open” platforms have also tended towards misinformation and extremism (yes that one, and that one too, and the many others like it, none are blameless).

The power of a government depends on the country's economic and military strength. Currently that strength depends on having a population that's sufficiently large and skilled. If individuals become powerless, their governments power will wane as well. The power from AI will likely be more concentrated, either in a few super powers, or outside the control of governments. And the government of those super powers will likely care even less about their people.

So, how will you ensure that you have some influence over the world or power, if all human labour ends?

That scenario is precarious. Dangerous as fuck. I have a short story, basically a horror Isekai, portal goes straight into a place like Sarek or similar pretty northern fell landscape, only full of bears and savages. I think my protagonists are safer in that, than the average human in your scenario.


> So, how will you ensure that you have some influence over the world or power, if all human labour ends?

I don't want influence or power. Don't know what your short story has to do with anything, frankly a bizarre comparison to make.


Wish granted! You no longer have any influence or power! Zaibatsu Heavy Industries has now built a gigafactory that's taking over half of your backyard, is piping their fumes directly into your house. Your mayor's office is not responding to your calls, and their private security forces are preventing you from even going outside because it is now a high risk area.

I’m describing luxury space communism, I don’t know what you’re on about.

FALGSC doesn't happen without a fight for power. FALGSC as presented in Star Trek or literally any fiction _still_ has power struggles and people getting fucked. The only way you enforce a lack of influence and power is with a higher force ensuring you do, which is then the sole holder of influence and power.

Also, you're describing a fantasy. Something that isn't happening in your lifetime. Maybe now would be time to wake up before Zaibatsu builds a gigafactory in your backyard.


I don’t assume a fight for power to be necessary, at least one on a level that would stall or end human progress. And you’re the one applying a fictional world’s history to ours, I’m merely using it as a cultural metaphor (substituting Fully Automated Luxury Space Communism for Star Trek was supposed to show I was using it as a reference point, not a template to follow). And I never said in my lifetime?

Also, I dropped the “gay” to be inclusive, and not just to heteros, bi, ace, pan, or hell, people who just don’t identify as anything.


If you don't have power, somebody else gets it, and then they have that power over you.

I dream of the end of paid or forced human labor. People should do whatever they want. I bet no one wants to commute to the crowded office for another teams call.

Indeed. People can paint, write, have hobbies, or whatever else for fun, but why be forced to for any reason? Or expect that there should always be a market for your work, under pain of law?

Care to elaborate? What do you mean by "end of all human labor"? How would a society without the need for human labor look like?

Remember the spaceship in WALL-E? That, but no one is fat.

how naive do you have to be to believe something like that...

And if I labeled it “luxury gay space communism” instead? Or Star Trek? I’d note in the latter, it sure seemed like a large portion of media was holonovels, and, as far as I can recall, the vast majority of the time they are shown to be programmed by lay people using voice prompts. And why the non-stop doom? I just assume/hope for the happy (or hell, I’ll settle for bittersweet) ending, not much I can do as a single person to bend history to my whims anyway. Maybe Trump nukes Taiwan, maybe aliens abduct all of our bears, maybe a gamma ray burst fries us all, but so far the human race seems to be on a continued upward trajectory, why worry too much about every imaginable dystopia?

You argue that it's better to be optimistic as you're a single person without power whatsoever, but your simplistic optimism is even worse. You're opinion is not new: Sartre would say you utilize your proposed insignificance to escape from the anxiety of freedom and responsability.

Or how delusional.

Is that what we are calling “hoping for the best” these days?

This could go the star trek or dystopian route, and which way depends on who controls the models.

There is going to be a very shitty in between time where we still need blue collar, but no white collar labor. The amount of conflicts out of that will be insane. And who controls the news?


We will never end in the star trek branch until energy and resources in general are abundantly cheap and uncontested. Even in Star Trek, the canon is still that next to whole modern part of society, even on earth, there still exists classes. It’s just that the TV series depict the upper class: everyone working for the federation and star fleet.

I’m pretty sure they are using Star Trek as “generic human spacefaring utopian future”. As i said above, you could insert “luxury gay space communism” in there and still have the same meaning.

> which way depends on who controls the models.

Or if it's even possible to control the models.


Great news then, the end is nigh

They will never let that happen. You need to keep the pleb busy or they start getting ideas.

Who is "they" this week? The Trilateral Commission? Q-Anon? The YMCA?

The rich. But you knew this.

Which rich people, acting through what mechanism? "The rich" is not a single actor.

They just happen to control government. They are not a single actor, but they do want one thing: all the wealth and power.

Cheap and poor decision by a company not acting in good faith. Right up there with the globally popular Ford Ranger whose oil change needs to be completed in under 10 minutes because thats how long it takes the oil pump to drain residual oil and it has no self priming capability, so itll run dry and seize the engine despite the oil sump being full.

It seems like wet timing belts were common in europe among more auto makers than Ford, not that I am vouching for them in any capacity.

Much like you, anyone who wants to get deep into emulation and reverse engineering will. They will do so because AI cant quite do what they want, and probably because they are curious. The upside is that when they are that deep they will have a bot to ask questions of along the way, and they will recognise where it comes up short eventually.

Yes people will lazy their way out of it. Many of us program, but few of us ever bothered to learn, with fluency, assembly. Those who wanted to did, and those who didnt stuck to higher level languages.


There are many cultures and parts of the world where dogs are considered dirty and dangerous and should not be anywhere near the home.

Now you and I know rather differently, but those places are still going through their own 'journey of discovery' when it comes to animal intelligence and social benefit.

The above said, I'd have not expected a Finnish researcher to be one making such a 'new' discovery as Finnish culture does include extensive animal husbandry and dog/horse culture.


Some farm, typically agriculture. Your average cattle, sheep, or other livestock farmer will not be running a 400+ HP tractor in most cases. 50-110 hp is common for general property use such as clearing, slashing, loading, material moving. In these cases a Mahondra, or any number of others is ideal. You can get John Deere in the same size, but would be mad to do so with the repairability issues and higher cost.


> Your average cattle, sheep, or other livestock farmer

is a very different person in different countries. The US has large scale agriculture and use large scale equipment.


Those large scale farms aren't the ones who have a problem with John Deere or repairability. Corporate will handle that.


Personally, I think the inclusion of lambda functions in the pandas code shows that the approach isnt ideal to begin with. Fine on smaller datasets, but typically becomes a slow and cumbersome overhead when interacting with larger datasets. More verbose per line vector operations are generally orders of magnitude faster, and become more so as the data grows. They also tend to be easier to read / identify what is going on or what the intent is for people unfamiliar with the code base.


This is a common complaint I get all the time (heard it this week while teaching pandas). I compare this to whitespace indentation in Python.

Lots of folks complain about it before using it. After they use it it is a non issue.

If it really is an issue (and it generally isn't a cause of vectorization removal when used correctly) and you can't get over the syntactic noise if the lambda, pandas 3 introduced pd.col (that work in most (I filed a big about some exceptions) places when you'd use lambda).


Ive seen it in such a wide variety of scenarios where it causes vectorisation removal because of its implementation that I dont reach for it by default any more. I've a number of devs around me who have similar opinions. Each know how to use it, but you dont always write the code you're reviewing or optimising.


Would love to see examples.


Aussie here - exported 650+ kW to the grid last month from our solar, and consumed the remainder that was generated. Overnight covered entirely by battery.


Shall we term this a Denial of Memory attack. Then in order to Contain it we have a ConDoM fix?


This would not likely be a great idea since you reduce your ability to understand inputs except for a few parameters. Explainable inputs become very important for many down the line processes used by government and industry alike, because said inputs and their predictive certainty can be quite informative, even critical, for accurate mesoscale prediction.

If model members were available, with all the usual measures, thats a fantastic place to start looking at serious inclusion. It doesnt seem thats the case, however.


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