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And what does taking it seriously entail?
In the near term handling the transition. Jobs will be lost, careers ended, people won’t be able to reskill quickly enough. At the same time AI is an enormous opportunity to uplift living standards, but nobody has the logistics of this figured out.

We need to figure out how to restructure the global economy. How does UBI work internationally, if the AI companies are taking revenue in the US? What’s the tax base for it? What does that say about international trade and protectionism? Do countries end up splitting into different trading blocks based on their level of access and legality of AI (I assume some will ban it outright)?.

How does intellectual property work in an AI generated future? What about healthcare advances, who gets to own those?

What about meaning, what about purpose? How do we replace the work ethic that tells us we are our jobs and idleness is immoral? How do you replace “What do you do?” As one of the first questions you ask a new person?

That sort of thing.

What pressure is there to push for any of these changes? I see AI advocates discussing the concept of UBI, but I can't imagine a world where the United States would ever pass this sort of legislation. I mean, congress can barely pass a budget each year.

If you are correct, I expect corporations to reap massive profits while most Americans try to find a way to survive in a world where they are obsolete.

There is whatever pressure you bring to bear on it. As long as you are still living in a democracy your vote is the pressure you can apply. If the parties that exist won’t represent you, make new ones that will. Do something rather than deciding it’s both impossible and up to other people anyway.
I also don’t understand why UBI is desirable. Putting everyone on welfare means everyone is poor. This won’t end well, and it’s certainly not the case that 99% of the population will let a tiny number of people remove their income in favor of pennies for all. Political violence will come first, easily.
No idea why anyone would downvote this, it's true. As someone else pointed out "b = basic." And does anyone think it will adjust with inflation?
I think this too is a kind of denial. As in, while some are in denial about the usefulness of AI, others are in denial about whose living standards are actually going to be uplifted.

And it's sad, really, because I think these two groups would make a great pairing if they could stop arguing against one another for a moment. They'll both be impacted about as much and probably have the same ultimate goals (to lead dignified lives).

But it seems these days everyone is more interested in Kayfabe and feeling like they're in the right than working together, so maybe I should just keep quiet rather than attract the ire of both groups...

> others are in denial about whose living standards are actually going to be uplifted.

I don't know if it is fair to say they're in denial. For my part, I don't expect life to get much better for regular people (especially short term), but that doesn't mean we shouldn't work to try to make it happen.

Asking questions about policy and values and pushing to have those resolved in positive ways is about as far away from denial as you can get. It’s possibly the only useful thing an ordinary person can do.

What a lot of people want to do, and I’m not saying that you’re one of them, is to assume that a positive outcome is impossible and either do nothing or loudly yell that the world is ending. Neither is particularly useful.

Or, as I said above, others just deny that there’s anything to see here and try to get people to move along.

The AI companies themselves, who are highly motivated to sell AI as overall positive for society, notwithstanding some security/etc risks, and who have economists on the payroll to think about things like this, do not seem to have found any possible positive outcome to present.

Shane Legg (DeepMind co-founder), one of the more intelligent and thoughtful people you'll find in the industry, could only offer "it's a tough problem - we need to think about it" when recently interviewed by Hannah Fry.

On the surface the most likely outcome for AI allowed to replace jobs is extraordinarily negative, especially since it is a general capability technology, not a specific one where displaced workers can just move to another field. Once AI becomes more capable it will be able to do the vast majority of white collar jobs, including any new ones that may appear as a result of AI. As Shane Legg put it, "if your job can be done remotely, sitting in front of a computer, then it can probably be replaced by AI".

Not only does AI threaten to replace ALL the white collar jobs, but it is rapidly going after blue collar (factory jobs, driving jobs) and pink collar ones (Japanese robotics for elder-care) as well.

If a positive outcome (which doesn't include putting displaced workers on welfare - UBI) is possible, then it sure would be nice to hear it, and the silence from the AI companies, and government for that matter, is deafening.

UBI probably is the positive outcome, though it may not seem like it to begin with. Initially it will likely be stigmatised and under-resourced, but as a larger proportion of people move out of work and onto UBI that stigma will drop and the resources should grow.

Eventually UBI will be the norm, and if the living standards of a person on UBI is as good as yours or mine today, that will be an enormous win for everyone. It’s like pensions, once these were only for the elderly poor, now they’re a right for everyone in most developed countries.

It’s also interesting that for most of human history leisure time was the point of life, and only in recent modernity has work come to be the meaning of someone’s existence.

UBI has to be commensurate with production being automated. That’s a big logistical problem, if you think building datacenters is a challenge try bringing about radical abundance, but even so it’s not insurmountable. It just needs to be taken on as project and not seen as an impossibility.

So much of this is not about what is possible so much as what people believe is possible. We can do anything if we try.

> Eventually UBI will be the norm

I see comments like this tossed around a lot, but what makes you say this? Don't you think its more likely that most people end up in poverty?

No, I think people will demand to not live in poverty. Capitalism allows people to escape poverty by personal effort. An AI future won’t allow it by any means other than collective effort, so that’s what we’ll do.
That will entail an immense amount of violence to be undertaken by the working class against those in power, unless you think they'll gladly give up all of their ill gotten gains out of the goodness of their black little hearts.
In fact I don't think that rich people are cartoon villains who enjoy watching the poors starve. If AI leads to greatly increased productivity, then at existing tax rates there will be more than enough to provide good living conditions for people who can't find jobs.
do not seem to have found any possible positive outcome to present

See "Machines of Loving Grace" by Dario Amodei: https://darioamodei.com/essay/machines-of-loving-grace.

This seems more a fantasy than a considered likely outcome. He basically admits that humans will eventually mostly all be out of a job, replaced by AI, but then says (Gemini's summary) that there will be:

"Massive Economic Abundance: Because AI will exponentially grow the total economic pie, overall resource scarcity will diminish. The fundamental challenge shifts from producing wealth to distributing wealth."

So how do we go from everyone out of work, no income to spend on food, or the goods and services that the AI is producing, to "massive economic abundance"?!

It's like the meme:

Step 1: Create AI

Step 2: AI takes all the jobs

Step 3: ???

Step 4: Profit! (massive economic abundance)

What is step 3?

> What is step 3?

"Massive Economic Abundance" implies massive increase in produced goods. This implies massive deflation, ceteris paribus. So step 3 could be simply printing money to pay for UBI. Deflation from AI productivity increase and inflation from UBI money printing will cancel out.

This doesn't make any sense.

For money to work it has to represent some real value, something that has some scarcity to it such as potatoes or hours of human labor. Ultimately it is just a decoupler in a barter system, a universally recognized IOU.

Why would someone give me a car in exchange for UBI-scrip when that UBI-scrip has no inherent scarcity or value and can be produced in infinite supply by the government ?

Asking politely is not how we got a 40-hour work week or workers' comp or most other labor standards we take for granted, just historically speaking. I think a positive outcome is very likely, and I think it will be a lot more work than loudly yelling, but I don't think anything will happen if we try to build everything up from first principles instead of taking a moment to consult history as many are wont to do in this AI era.
Everything you're saying is oddly simultaneously specific and hand-wavy at the same time. I this because I'm not sure a lot of these things are solvable or, if they are, it's going to take lifetimes. For example:

> How do we replace the work ethic that tells us we are our jobs and idleness is immoral?

For many people it has nothing to do with morality, it's hardwired into their instincts. They want to work, and they will work.

For a lot of us who are not excited about this future it's that no one is trying to answer all the questions you laid out. Instead we have the disgusting people at the helm purposefully spreading doomerism and saying, "We'll figure it out." I think it's pretty problematic (to say the least) to care more about technological advancement than how that advancement is actually shaping up to effect people in the short term. But I know many people don't care, especially those who believe they won't be among the affected.

Beautifully put. This exactly summarizes my feelings about this particular tech. I actually find it hugely useful. But I fear we lack the wisdom to use this in a way that won't destroy us.
I’ll be the first to call myself cynical.

> In the near term handling the transition. Jobs will be lost, careers ended, people won’t be able to reskill quickly enough. At the same time AI is an enormous opportunity to uplift living standards, but nobody has the logistics of this figured out.

> We need to figure out how to restructure the global economy. How does UBI work internationally, if the AI companies are taking revenue in the US? What’s the tax base for it? What does that say about international trade and protectionism? Do countries end up splitting into different trading blocks based on their level of access and legality of AI (I assume some will ban it outright)?.

UBI in the United States is never going to happen in time. If it happens at all. We don’t even get universal healthcare. I think people who think AI will be a net positive for humanity are also in some sort of denial.

In a different US political climate I would entertain it. If these frontier labs weren’t so clearly going after the money, I would entertain it.

LLMs are clearly a step up for capitalists so I just can’t see any inclusion of LLMs move towards more progressive ideologies.

Why should IP persist in a world of “intelligence too cheap to meter”?
I don't understand why this got downvotes - simply extrapolating current trends leads to the need to answer all of these questions.

My own $0.02 on the economics piece - every country should have a sovereign wealth fund. Governments should block market access from automated[0] companies until those companies provide equity contributions to the wealth fund for that country. This aligns regulator and corporate interests. Dividends flow into the sovereign wealth funds and then can be allocated locally from there - UBI, job programs, etc. Let different jurisdictions explore different ways to structure a post-labor society.

On the broader social front - I think a lot of lack of meaning discussion boils down to the overemphasis we have on your job as your self-worth. We need to realign our societal expectations - and people need to spend more time with their families.

[0] for this to work, I think we would need well accepted metrics for 'how automated' a company is - and that probably needs a 3rd party auditing industry.

Nationalize the data centers, reserve enough inference to automate power generation, food production, transportation, and housing.

Is there any government that has gotten socialism correct for its citizens? I'd point to UAE/Qatar if they didn't depend on human servitude and inequality.

Why do you think the AI companies are going to let it be a “we” kind of decision, and since it’s obviously not going to be a “we” kind of decision, as getting to this point certainly has not been thanks to people like you, what makes you think living standards are going to be broadly uplifted?
Isn't it obvious if AI automates your job away, the AI company is going to reap the economic value, which is going to be less than what you cost, while giving you a pittance as UBI? If you received its full value there wouldn't be any point in anybody replacing you with AI.

The only way to win is to wield the AI.

Nationalised LLM? As long as the state doesn't decide what information the LLM shares (from an output and privacy perspective).
Agreed, a LOT of UBI advocates gloss over the "B" in UBI. If AI increases human productivity overall, the only morally acceptable outcomes (imo) are that everyone's standard of living increases (or at least is the same without having to work) and wealth inequality decreases (if AI is doing ~all the work, there really isn't any sensible justification for some people having significantly more wealth than others). Frankly anything else seems like a recipe for massive social instability.
Sorry, all the billionaires and their pyramid architects are too busy with the Install Planetary Overlord planning and logistics to think about any of that. But don't worry! Once they're done, I'm sure they'll put their slave super-intelligences to work figuring out how to humanely come up with a final solution to the challenges posed by the remaining uncontrolled humans.
The human zoo where the top ~250,000k humans live in a "human utopia" and the AI provides while mostly focusing on whatever it decides it's own goals are.

Humanity survives (but we reading this probably don't), the AI treats the living humans like the Emperor's favorite pets (probably a pretty good life), and then the AI does whatever else it deems important.

To what kind of goal that an ASI might decide to pursue would "a quarter billion happy, healthy, free people" be the most efficient solution to?
My mistake, I meant 250k*
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Realistically it means trying to start a small business of some sort, because AI is hugely advantageous to business owners and disadvantageous to workers. And it's something AIs can't do unless they get legal personhood, which may well not happen any time soon.
Hopefully doesn’t ever happen, since that’s one of the more plausible omnicide scenarios. I human like AI is almost certainly achievable without much research effort at this point, but we shouldn’t do it.
[flagged]
> "probably only 20% chance we all die"

Bad news for you -- there's a 100% chance we all die. Sorry to be the one to tell you.

Logical mistake. There is a difference between every human dying eventually and humanity going extinct. The former doesn't imply the latter. The previous commenter clearly meant the latter.
What makes you think separate nations would effectively cooperate in this way?
Might as well try, no? Or do you think it's better we just risk it? I mean it's not like the West has any hard or soft power to encourage cooperation.
Your 'serious' proposal is unlimited global military bombing campaign on civilian infrastructure by the United States (which is currently losing a war using the same strategy) to 'solve safety' preemptively against a 20% number you just made up?

And you accuse the 'other side' of 'suicidal apathy'??

You should put down the AI and do some self-reflection on how you came to hold these views.

> You should put down the AI and do some self-reflection on how you came to hold these views.

I've been in the field for almost 2 decades, and actively thinking about AI risk for over 15 years.

I've always held the controversial opinion that there may come a time where we might unfortunately have to consider using force to protect our civilisation from the threat of ASI, but I've always reframed from openly discussing that because I'm so personally against any use of force and there's always been time for more peaceful options.

Several months ago I changed my tone on AI risk to stop worrying about the optics of what I'm saying because it's too late in the day for me not to speak plainly at this point. Similarly over the last week I've decided I can no longer reframe from advocating for the use of force (if necessary) to stop rouge actors from playing Russian roulette with civilisation.

Please understand I don't want anyone to be harmed. Perhaps you don't agree with my suggestion, but my stance ultimately comes from a position of harm reduction.

> preemptively against a 20% number you just made up?

It's a probability estimate. Happy to expand in detail on why 20% specifically, but first you accept I can't tell you what's going to happen in the future with certainty right? To some degree any prediction you might have about the future will be "made up".

GP said cooperation, never implied the US would do it alone.
If the thesis that "If anybody builds it, everyone dies" is true, or has any chance of becoming true, then it is the logical thing to do. As Geoffrey Hinton said, "If you want to know what it's like not to be the apex intelligence, ask a chicken."
It is not 'logical' to imagine a hypothetical doomsday scenario that justifies a preemptive nuclear war. (which is what the grandparent commenter's bio contemplates, 'nuke the datacenters' is their central credo).

Does it bother you that the people who are publicly cocksure that P(doom) is moments away are the same people that have profited most handsomely from that pronouncement?

That the 'humanists' that want to do 'altruism' for 'potential future humans' and are the same people that commit fraud and theft at a civilizational scale, then sell this 'intelligence' to any child-incinerating militaries with spare cash?

It's not wrong to want to do good, but if a system that is branded 'do (the most) good' commits great evils, you are morally and intellectually obligated to step back and reconsider how you are spending your time.

Also, I asked a chicken and a feral rock dove what it's like to be not be 'apex' and they burbled at me and kept eating millet and sunflower seeds.

Would you like me to follow up with them? I'm not sure what point you expected them to make.

> It is not 'logical' to imagine a hypothetical doomsday scenario that justifies a preemptive nuclear war

You hallucinated the "preemptive nuclear war". He didn't say anything about nukes. That's your own invention.

> Does it bother you that the people who are publicly cocksure that P(doom) is moments away

20% is not "cocksure". The "moments" is again an exaggeration.

I did not, I read kypro's (the OP I was replying to) bio, to whit:

Every problem is a search problem. Nuke the data centers.

P(doom) = 98.9% (Aug-2026) P(doom) = 98.2% (July-2026) P(doom) = 98.2% (Jun-2026) P(doom) = 98.5% (May-2026) P(doom) = 98.8% (mid-April-2026) P(doom) = 98.7% (April-2026) P(doom) = 98.7% (March-2026) P(doom) = 98.5% (mid-Feb-2026) P(doom) = 97% (Feb-2026) P(doom) = 94% (Jan-2026) P(doom) = 93% (Dec-2025) P(doom) = 95% (July-2025)

If the Judeo-Bolshevist theses were true, then Operation Barbarossa was the logical thing to do, and everything which came with it.

Powerful word, `if`. "You're not only wrong you're a fulminating psychopath" is a perfectly valid response to getting it wrong like a fulminating psychopath.

You’re not necessarily wrong, but math proofs aren’t going to unify today’s brainrotted population.
> We are now at the point where RSI is feasible

  What can be asserted without evidence can also be dismissed without evidence.
- Hitchen's Razor
The evidence is abundant and nearly impossible to ignore without increasingly focused effort.
So abundant that you won't link anything? Send a peer-reviewed paper then, let's settle this.
Did you read the article?

AI is a math & computer science problem. If AI can do advanced maths and computer science research, then it can begin to suggest useful algorithmic optimisations.

Right now I'm sure the vast majority of these will be junk, but occasionally, even with current limitations, they might occasionally stumble on something.

It's not really whether RSI is or isn't possible, it's really just whether it's the most efficient way for labs to improve their models today given they have limited compute to run AI-generated experiments and access to very intelligent humans who might have a better hit/miss ratio.

Do you disagree with anything I'm saying here? Do you not think current AIs can suggest algorithmic improvements or something?

There are some genuinely insane takes in this thread on both sides but this takes the cake.
That's because its satire, the tell was "not excluding targeted military strikes"
Gonna say the edit they made removes the satire possibility.
Not satire, but as you can see one is engaging in good faith and everyone is either engaging in character attacks or low-effort counters.

It's fine, and I'm very used to this, but if you want to have a dialogue I'd be very happy to. I'm a very reasonable and sane person outside of apparently holding some controversial views on AI risk =)

I'd love to know why you think what I said was insane?

A few years ago the majority of Hacker News dismissed LLMs as not much more than stochastic parrots who were decades away from doing any serious work, autonomously escaping containment and hacking Hugging Face, or outperforming most professional mathematicians at proving theorems. These things were labeled "insane" and "science fiction" despite the rapid progress we had already seen.

Now you are again postulating that there would be no more extreme progress in the near future. That's actually more "insane".

Being right about the thing that’s genocides all culture and likely worse isn’t such a great thing to brag about, but go ahead.