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Chance-Device 15 hours ago

This is really a microcosm of one particular problem that AI presents to the world: what do people do when their labour is not required any longer?

Here the worry is the social structures of mathematics are eroded such that fewer humans become able to do the work and less well, similarly to how juniors are being recruited less in software engineering, breaking the ladder and leading to fewer seniors in the years to come.

The answer to this really depends strongly on what AI can actually accomplish, but I’ll assume the maximal case and say that AI can do everything economically necessary, and further even those things just desired, such that human labour isn’t required for anything that anyone wants in a practical sense.

Here, we don’t need a human understanding of mathematics to give people a perfect standard of living. We also don’t need humans involved with anything else.

Everything therefore becomes a hobby or a game. People do things because they enjoy them for their own sake, or because they are endeavours used as vehicles to socialise and enjoy others’ company, or because a shared social belief exists and is cultivated such that doing such and such a thing confers social status.

And I think that’s more or less it. I predict we may see some fairly strange sorts of things, such as games where the team structure looks like the descendant of a company org and they compete in an artificial economy. Likewise we may see gamified versions of universities and academia. All of these would be “tamed” such that the rougher parts of the experiences were sanded off.

Sort of like how we evolved in an ancestral environment, and we have certain drives and expectations driven by that environment even though they no longer matter for survival. Our social structures may be derived similarly from those of today, even after they have ceased to serve a real purpose, but changed and repurposed to give meaning and community.

freehorse 14 hours ago | parent | next [-]

> what do people do when their labour is not required any longer

I don't think this is the main issue (if at all) discussed here or in the field medalist letter. If anything, the majority of pure mathematics graduates are absorbed from the industry and a lot of exodus happens along the different scales of academia to there (though industry is also dealing with this issue but that's not what's concerned here). The issue discussed is what mathematics itself will be, which is much deeper. AI finding proofs to open problems does not solve at all the question of how to produce new problems, and there is no indication imo that there is way to go with that with AI.

Pure mathematics is not like applied sciences, as it is only tangentially influenced by external applications. Deciding which problems to tackle is a social process and a matter of taste/aesthetics, and is built largely through the exact friction that is more and more removed with AI. This is what makes it unclear how one can find problems without this friction, and none of these posts/letters have an answer really. Each one seems to describe just different standpoints than concrete, practical ideas.

oliculipolicula 12 hours ago | parent [-]

[Sorry that none of the following is concrete, but perhaps elucidating the paradox contained within might open our minds to .. the shape of the paths to action ?]

Your productive friction (eutripsis? ~ negentropy? Viscosity!!!???) seems like a wonderful concept that the original letter should have flagged to rally the community ( Gowers might not have missed this point if they had a new name for it!)

Tao had a relevant talk about the paradox of efficiency..

https://youtu.be/svl_1upFpQo

It's not clear to me that AI necessarily removes this eutripsis. The threat though, might become real if users don't see the threat :)

Also reminiscent of Keat's

https://en.wikipedia.org/wiki/Negative_capability#Reception

https://www.poetryfoundation.org/education/glossary/negative...

Still abstract, but nearer to quantitative (mathematical anthrop(ic)ology even?): ordinary, bad friction is, eg, "size-consistent"

   Coasean Ceiling: organizational size limit where the internal friction of managing a firm consumes all of its energy, leaving nothing left for actual production
So.. for eutripsis, Coasean Floor? Lol
freehorse 11 hours ago | parent [-]

That's a good point. And yeah I got the term from Tao, as I had not described it this way before but I think it elucidates well the issue.

The problem imo is that, from a purely psychological/phenomenological perspective, there is not always a perceivable difference between "eutripsis" and "dystripsis" (just made it up but "dys" is the opposite of "eu") as experienced. There is some reward coming from learning through friction (depending on personal interests, environment etc), but mostly it is effort and humans usually try to reduce or avoid effort.

Moreover, even if one tries to be fully mindful and choose where to employ friction and where not, there could be systemic factors to optimise away any kind of friction. Imo we already see that in software engineering, judging from a lot of different anecdotes, where increasing the pace of generating code sacrifising human understanding is already taking place. It is not like these forces are not already in place widely in academia too even before AI (eg optimising for paper output quantity), so AI reinforcing this direction sounds a reasonably probable scenario, unless some other action is taken.

oliculipolicula 11 hours ago | parent [-]

Ah, contrary to what I mused elsewhere, concreteness can also lead to bad friction

Eg, KPIs, metrics, but of productivity, of "veracity", not understanding

Anecdotes--> better friction than data, sometimes, though :)

How about Inverse Metrics. of simplicity? Parsimony? Shortness of code? (Efficiency/compressibility is a sort of "intensive" metric, so it might not be especially relevant, thermodynamically speaking)

Just taxidermy, stamp collecting, and vibe-anthropologizing here TT

ChickeNES an hour ago | parent | prev | next [-]

Kinda relevant here: https://jonnegroni.com/2015/04/15/the-humans-of-wall-e-were-... I kinda expect/hope for something like this myself (minus being fat, GLP-1s have that taken care of now, so a future of fat people seems unlikely heh)

superxpro12 8 hours ago | parent | prev | next [-]

I somewhat disagree. we still need humans to provide direction and context and expanded the concept of... well everything. But we will certainly need less of them. AI will afford the ability to more quickly disseminate state-of-the-art. As soon as a breakthrough is discovered, you no longer need to read 300 whitepapers to hopefully stumble upon it, AI will identify relevancy quicker.

AI didnt break through stavier-nokes until a human set the initial direction. That's not going to change.

famouswaffles 3 hours ago | parent | next [-]

>AI didnt break through stavier-nokes until a human set the initial direction. That's not going to change.

That's not what happened. There was no 'initial direction' to set because OpenAI didn't know whatever tristan et al were working on or what direction they took. They heard rumors thta navier stokes was solved and set their best model on it.

pixl97 7 hours ago | parent | prev | next [-]

>AI didnt break through stavier-nokes until a human set the initial direction. That's not going to change.

Why isn't this going to change?

Right now it's easy to see why don't set AI lose on every problem, someone human or AI has to delegate rare resources between competing interests. But if we look at general compute it was no different in the past. In 1980 you had to ask for permission to get CPU compute time. In 2026 you run it on your own computer, or maybe pay for it on Amazon. The constraints are much different.

If we keep pumping out chips and increasing efficieny someone will just make the LLM into an agentic loop (build the harness in) and set it lose on problems.

johnsmith1840 an hour ago | parent | next [-]

Model collapse

If you solve it then yes humans are toast mental usefulness wise

int_19h 4 minutes ago | parent | next [-]

Models have been trained on synthetic inputs for over a year now. Collapse only happens in very specific circumstances, it's not a limit in practice.

ChickeNES an hour ago | parent | prev [-]

Model collapse as an insurmountable wall is a fiction dreamed up by Luddites, actual frontier labs understand the failure mode and avoid it.

SpicyLemonZest 7 hours ago | parent | prev [-]

It’s like asking why we don’t just run all the programs instead of making users decide what to run. There’s an infinite number of problems that could be solved, and the question of which ones are important to solve is a question about us and what we want.

BalinKing an hour ago | parent | prev [-]

(minor nitpick, but it’s “Navier–Stokes”)

pixl97 7 hours ago | parent | prev | next [-]

>Everything therefore becomes a hobby or a game.

Already predicted. How much Whuffie you got?

https://www.gutenberg.org/ebooks/8086

Chance-Device 7 hours ago | parent [-]

Well, there’s nothing (entirely) new under the sun.

Now accepting Whuffie donations.

Arainach 8 hours ago | parent | prev | next [-]

> that AI can do everything economically necessary

Who gets to define this? Those with power are famously bad at understanding long-term implications, how things work, and what matters - especially when it comes to funding things like research.

grufkork 15 hours ago | parent | prev | next [-]

I agree with your argument of expected societal shift, but it's important to keep in mind that this is largely a developed country issue. It'll be a while before child-staffed cobalt mines or whatever is superseded. A significant amount of poverty could be alleviated through improved resource distribution and policy, without really needing improved productivity/increased resource production.

nicoburns 8 hours ago | parent | next [-]

> A significant amount of poverty could be alleviated through improved resource distribution and policy, without really needing improved productivity/increased resource production. reply

The concern is that AI will further reduce the leverage we have to improve resource distribution, and that we'll return to something that more closely resembles feudalism (IIRC, wealth inequality is already close to where it was in feudal times, albeit we're all richer overall). And/or that (because people won't accept that) we'll end up in a war situation.

You'd think the people who own the technology would be smart enough to avoid that outcome, but so far they aren't showing any signs of it.

ceasesurthinko 2 hours ago | parent [-]

This is a picture of washed up unwanted clothes in Africa: https://static.independent.co.uk/2022/07/27/15/sdfgfdghgh.jp...

When society gets to point where creating things like food, clean water, and medication becomes near-zero and over-abundant, just like the amount of clothing waste in the photo, then the tech bro overlords won't hesitate to dump a bunch of free useful shit to the masses to sedate them. Right now, societies in developed countries throw out 25% of all food. There is no one in the west starving, the poorer you are the more likely you are to be obese. We are being sedated by youtube and tiktok every day, everyone has a phone. Poor in the first world is like being a king 200 years ago, everyone has plumbing which would be considered a miracle in the 1700s, so we continue to up our standards more and more. Once giving someone a house and land becomes genuinely dirt cheap due to interplanetary expansion- people will get houses and LAND as welfare.

Meanwhile there are kids in Africa that would consider their prayers answered if we developed AGI so they could stop sending their 6 year old son out in the dunes to mine cobalt. They couldn't care less about wealth inequality in the first world, they want what the poorest American has. Someone's grandma who has terminal illness does not give one fuck about slowing down AI, they want AI to give them their cure medicine now.

arethuza 15 hours ago | parent | prev | next [-]

Maybe our AI overlords won't appreciate our tendencies to abuse and exploit each other and crack down on things like "child-staffed cobalt mines"...

Next stop the Culture!

karp773 3 hours ago | parent | next [-]

I do not keep my hopes too high. I have two questions. First, will they feed us once they take power? Second, will they neuter us?

palmotea 6 hours ago | parent | prev [-]

Nah, our AI overlords will be aligned with our existing overlords.

So, to the cobalt mine, you!

NonHyloMorph 3 hours ago | parent [-]

https://www.weslpress.org/9780819575777/the-sound-of-culture...

Louis chude sokei provides some insights into the historic intertwinedness of race and technology, including the term robot and its epistemological connection to race riots in the US, early to recent sci fi (from victorian age to the apparently adequate representation of rastafarianism as in mel gibson) It is a great read to sensitise oneself to a different perspective as machine as the other of human thtough the lens of the history of people who were considered just that (machines&other)

Also: https://www.ctm-festival.de/festival-2021/programme/exhibiti...

but vibe to me is more fitting: https://youtu.be/VpXiEb2KVoY?is=G928vVr8M8IjFQPw (CLPPNG - splendor and misery - sub pop)

14 hours ago | parent | prev [-]
[deleted]
cma 8 hours ago | parent | prev | next [-]

The Machine Stops by E. M. Forester is basically this world.

Chance-Device 7 hours ago | parent [-]

I’ve never read it but I did look up the Wikipedia summary after your comment.

I don’t see the similarity? It’s a dystopia run by a maniacal computer and everyone is forced to live underground until the machine collapses for some reason?

pixl97 7 hours ago | parent | next [-]

Climate change and killer drones run amok on the surface doesn't actually seem that far fetched now.

palmotea 6 hours ago | parent | prev | next [-]

> I don’t see the similarity? It’s a dystopia run by a maniacal computer and everyone is forced to live underground until the machine collapses for some reason?

I read that same summary. The similarity is pretty clear: the first step was letting a machine take over all economic and intellectual functions, leaving humanity useless and dependent it.

We're talking about taking that step too.

int_19h 2 minutes ago | parent | next [-]

The question, of course, is why should it inevitably lead to that kind of world, rather than The Culture? Or, to give a more realistic and likely example, something like the Colligatarch from Alan Dean Foster's "The I Inside".

Chance-Device 6 hours ago | parent | prev [-]

That’s a pretty shallow resemblance.

zkiihne 5 hours ago | parent | prev [-]

Player Piano seems more apt

qmmmur 12 hours ago | parent | prev | next [-]

Did you even read the open letter? Mathematicians are annoyed because the proof is only meaningful if people understand it and came to it. I mean I’m basically just summarising it now but it’s annoying you didn’t read it or can’t comprehend its nuance.

Chance-Device 11 hours ago | parent [-]

Did you read the blog post that we’re actually talking about?

NonHyloMorph 14 hours ago | parent | prev | next [-]

"And maybe I could have tried to gain that respect in a different way, such as thinking very hard about an area of mathematics until I was able to demonstrate to others just how well I understood it. But I’m not sure how motivating that would have been for me. I very much hope that there is a pool of young people for whom it will be a powerful motivation, because I think the survival of a human mathematical tradition may well depend on it. [...] Thus, the primary risk, as I see it, is that a lot of people who would have done a PhD in mathematics and gone on to become custodians of the mathematical tradition will no longer wish to do so. Those of us who have PhD students, including me, need to try as hard as we can to come up with imaginative ways for them to use their time productively (in consultation with the students themselves, obviously)."

When I read this I'm trmpted to read "imaginary" instead of imaginative - that is: in the sense lacanian psychoanalysis uses the term imaginary in contrast to symbolic - the latter of which would mean that it's having consequences within the symbolic social order. From their own, quite selfhonest evaluation the author assumes that without those they would most likely not have persued the mathematical profession. Which also relates to:

"A related risk is that the perception among policy-makers will be that mathematicians are no longer needed and that funding will become much harder to come by: we urgently need to come up with good ways of explaining the value of having a large pool of human mathematical experts, even if it is no longer part of their role to find new proofs of theorems."

Note that there isn't any attempt to establish a possible horizon as to how that coule happen.

It seems to me that the end of the article has a strong tendency to a somewhat stoic attitude of one might phrase as: it is going to happen anyways - the systemic context in which these corporations act makes it inevitable ("However much we might regret that, there is no chance that the impact of such models on mathematics will persuade AI companies to stop their release, though perhaps concerns about safety will lead to some delay and give us a bit more time to work out how to adapt. Assuming that they are released, there will be a flood of new results, whether we like it or not, and it will no longer be the AI companies producing them, though perhaps the pattern will continue that the AI companies will have access to more powerful models and so will obtain more than their fair share of headline results.") - which makes me kind of wonder if it is not some sort of cognitive dissonance within the authors view of the situation to not also think 'it's not going to happen' in regard to their stated requirements (students that don't need to be motivated by a desire to be symbolically valuated as explorers of the mathematical frontier, and policy makers that acknowledge the value of funding the social "production" of human mathematical experts /enable such a community through funding).

So basically they see the same problems as the authors of the letter (which they also state in their letter - their should be no room for a misrepresentation of that fact: "I felt that I could not sign the letter, despite agreeing with much of what it said. Instead, it seemed better to do what I did with the Leiden Declaration and set out my own position in a blog post. But it should be understood that by doing that I am not setting myself up as a member of some opposing camp: indeed one of my worries at the moment is that the mathematical community might become bitterly divided, something I would very much like to avoid.")

So what stays is mostly their disagreement on that conceptual understanding is more important than the solving of problems for all mathematicians. - which kind of makes the problemfield of ai in mathematics somehow more urgent, as far as I have thought it through. And I'm not really convinced that the displacement of the problem into some sort of pedagogy (and it should be appreciated that the author implicate themselves in the responsibility to establish it) instead of finding solutions in the realm of policy and regulation. Seems realistic though, that they see that as an effort unlikely to succeed in a meaningful way.

Can someone argue against that reading? Am I missing something? My conclusion as such is that not only are they not opposing the authors of the fields medalist letter, but also that their evaluation of the situation is much more dire without them giving in to resignation.

jplusequalt 8 hours ago | parent | prev | next [-]

>that AI can do everything economically necessary

This is practically impossible, because the "economically necessary" things to do are never fixed but instead are in a state of constant fluctuation.

Furthermore, a chain is only strong as it's weakest link. AI alone is not sufficient to do all the "economically necessary" things. We would need vast numbers of highly advanced robots to do the rest of the work going on in the world (which is >> than the work currently done by AI). So if we restrict the definition of "economically necessary" to mean the subset of all possible tasks that we currently need to do, then we are sorely lacking in the required infrastructure. We may never get there either.

In the meantime, the labor shock knowledge workers experience could lead to large unemployment. Even those that find work doing non-knowledge work, the decrease in pay and benefits may be substantial.

I think these realities are worth understanding to help ground these pie in the sky ideas about what the future will be like. Not to be mean, but your idea of the future is basically a fantasy.

FuckButtons 7 hours ago | parent | prev | next [-]

> Everything therefore becomes a hobby or a game. People do things because they enjoy them for their own sake, or because they are endeavours used as vehicles to socialise and enjoy others’ company, or because a shared social belief exists and is cultivated such that doing such and such a thing confers social status.

There is actually a big leap in logic you’re doing here that it seems you are naive to. The world looks the way it does today because human societies, businesses and individuals are fundamentally in competition with one another for scarce resources, and having more resources leads to more capacity to survive, so there is always an incentive to acquire more. If you can no longer compete, you can and will be exploited. You don’t have to look very hard, far or back in time to realize that this is what society looks like. If everyone is incapable of competing except those who can afford to run a datacenter, that will not end up in socialist utopia.

palmotea 6 hours ago | parent | prev [-]

> Here, we don’t need a human understanding of mathematics to give people a perfect standard of living. We also don’t need humans involved with anything else.

> Everything therefore becomes a hobby or a game. People do things because they enjoy them for their own sake, or because they are endeavours used as vehicles to socialise and enjoy others’ company, or because a shared social belief exists and is cultivated such that doing such and such a thing confers social status.

That's true only if you manage to implement communism.

If the economy remains capitalist, it means you'll suffer. There's no pleasant future of self-driven hobbies when you've got nothing to offer the capitalists, so they have no reason to give you any money. You'll have to work hard to scrape by on scraps and meager handouts to merely survive.

And in an odd way, I wouldn't be surprised if society becomes essentially communist for the nepo babies of the wealthy; after a long, slow holocaust of the now-unnecessary working classes, the only people left will be people so rich money doesn't matter. Under capitalism, the only people who are permitted comfort without work are the wealthy.

hnfong 6 hours ago | parent [-]

Yeah, you're absolutely right.

I'm surprised there's no actual commie coming out and claiming the end of capitalism is near. (except maybe me in my personal socials, only larping as a hobby)

I'm toying with the idea that until people realize capitalism is based on an increasingly invalid assumption that "things are scarce", the capitalist-ish economical system will eventually realize that the only scarce things are new, fun and creative ideas, and slowly value them more and more, which kind of might work out if nothing drastic happens between the times of transition.

int_19h a few seconds ago | parent | next [-]

> I'm surprised there's no actual commie coming out and claiming the end of capitalism is near. (except maybe me in my personal socials, only larping as a hobby)

I'm a (libertarian, free-market) socialist, so not quite communist, but I think the differences are not substantial as far as everyone outside far left circles is concerned. And I've been saying this exact thing since this whole AI wave started.

If there was ever a time to seize the mean of productions, this is it.

NonHyloMorph 3 hours ago | parent | prev | next [-]

And by surprised you probably mean "not really surprised" hm?

Just in case btw.: the world tends to get poorer in material ressources since around the 70s e.g. regarding habitable space, harvestable energy and the destruction of the integrity of earths biosphere - lots of things that establish value that is not bound to labour. Knowledgework isn't everything, some tend to forget that.

palmotea 6 hours ago | parent | prev [-]

> ...the capitalist-ish economical system will eventually realize that the only scarce things are new, fun and creative ideas, and slowly value them more and more, which kind of might work out if nothing drastic happens between the times of transition.

The problem (for most of us) is "new, fun and creative ideas" are pretty rare. If a worker has to be a font of them to eat in the new world, not many workers will be eating.

So, no, that won't "work out."