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Re:There's never been a better time to go into math (by: 3bl... by spawarotti on Sunday October 18, 2026 @09:33PM (#50147337)
I think math will go the way of biology. Biologists enjoy untangling the infinitely complex mechanisms of life, including the brain, and win Nobel Prizes for discoveries like "how water enters a cell," rather than "constructing the first-ever cell capable of absorbing water."

No biologist has ever complained, "Gee whiz, it's so unfortunate that we already have a brain to study. It's all so meaningless! It would be so much better if we had to construct the first-ever brain from scratch."

Re:There's never been a better time to go into math (by: 3bl... by paid_dot_expert on Sunday October 18, 2026 @11:19PM (#50148001)
True but mathematicians chose maths and not biology for a reason. It is like golf could go the way of chess if people developed perfect "hole in one" augmentation for their eyes/brains/muscles. But that isn't why people learned anf loved golf. I guess we will have one less discipline. But maths is a big one to lose, unlike say ancient chariot building (which has other artisanal equivalents).
Re:There's never been a better time to go into math (by: 3bl... by nine_k on Monday October 19, 2026 @02:52AM (#50149178)
Golf as a sport is competitive, very much like boxing or chess. It's human vs human; a machine doing a hole in one would ruin golf no more than the invention of a wrecking ball machine ruined boxing.

Mathematics is a fundamentally cooperative match vs reality. Many mathematicians, AFAICT, saw their key skill in manipulating a wide range of highly abstract notions. Now machines just got too good at this skill, and they can work 24/7. This may feel terrifying for some. Others would bet that machines coöperating with humans will be more successful than pure machines, so they feel empowered. What's beyond doubt is that the entire field is being shaken.

Re:There's never been a better time to go into math (by: 3bl... by dainank on Monday October 19, 2026 @03:38AM (#50149486)
They are not very much alike at all. This is a very poor analogy.

In boxing, chess and many other competitive sports, the actions of one player directly influence and have an effect on the other player. Golf is merely a parallel challenge, where both are playing against each other but not influencing each other directly (sure maybe there are some psychological effects that can occur between the players, but no strategical impact by the actions of one player on the other).

Re:There's never been a better time to go into math (by: 3bl... by jaggederest on Monday October 19, 2026 @03:48AM (#50149543)
> (sure maybe there are some psychological effects that can occur between the players, but no strategical impact by the actions of one player on the other).

You'll see a golfer perform at least a few strokes different depending on their partner, and at a pro level that's the difference between "in the money earning an extravagant living" and "washed out on day one, thinking about taking a different job"

Re:There's never been a better time to go into math (by: 3bl... by dainank on Wednesday October 21, 2026 @03:35AM (#50177277)
For me, competitiveness is largely about how directly players can influence and outwit each other. In tennis, psychological pressure is just one element alongside direct tactical interaction. In a parallel sport like golf, that interaction is much more limited, which makes it feel less competitive to me. I can see the counterargument, though: because golf has fewer direct competitive elements, the psychological battle may become more significant in its own right, but I personally don't value that so highly; its something that must automatically be done anyways in sports where you are directly influencing each other alongside all the extra baggage of strategy they bring!
Re:There's never been a better time to go into math (by: 3bl... by mrob on Monday October 19, 2026 @03:49AM (#50149552)
>no strategical impact by the actions of one player on the other

The players know if they're ahead or behind, which affects how much risk to take. Do you take the safe shot, or go for the tricky shot that could potentially save you a stroke if you get it right but could lose you more if you fail?

Re:There's never been a better time to go into math (by: 3bl... by evanspa on Monday October 19, 2026 @08:34AM (#50151633)
That's 100% true for match play. But for stroke play, interestingly, there are many tour pros that won't even look at the leaderboard on the coarse because they want to stay focused on "playing the course" and "within themselves."
Re:There's never been a better time to go into math (by: 3bl... by zenithirl on Monday October 19, 2026 @09:19AM (#50152104)
No one at the business end of the leaderboard on Sunday is unaware of their position. It's very much a psychological game no matter how much you try and ignore the field.
Re:There's never been a better time to go into math (by: 3bl... by d0nkee on Monday October 19, 2026 @03:45AM (#50149529)
Any mathematician that really believes that needs to take a physics class; they didn't even choose to exist.

They haven't had influence over their future since before they were born.

Re:There's never been a better time to go into math (by: 3bl... by PowerElectronix on Monday October 19, 2026 @04:24AM (#50149774)
Synapses in the brain are affected by quantum effects that lower or increase the threshold for firing. Thus they are not deterministic and people do indeed have influence over their own behavior.
Re:There's never been a better time to go into math (by: 3bl... by nearbuy on Monday October 19, 2026 @06:38AM (#50150711)
1. This goes against the prevailing view of neuroscientists. Quantum indeterminacy is generally thought to be irrelevant to brain function.

2. Quantum randomness is the very opposite of control over your behavior. Instead of doing what you want, your neurons randomly misfire sometimes. That describes an illness where you lose control over whatever is misfiring. For quantum effects to represent your will, they couldn't be truly random (nor even statistically random), and that goes against everything we know about quantum mechanics.

Re:There's never been a better time to go into math (by: 3bl... by pfdietz on Monday October 19, 2026 @07:14AM (#50150950)
You don't even need quantum woo to have randomness in the brain. Simple classical randomness at the molecular level is enough.
Re:There's never been a better time to go into math (by: 3bl... by FeepingCreature on Monday October 19, 2026 @06:56AM (#50150829)
People do not have influence over quantum effects.
Re:There's never been a better time to go into math (by: 3bl... by PowerElectronix on Monday October 19, 2026 @08:57AM (#50151880)
I'd say it's the other way around where quantum effects introduce noise in the brain working that makes the system non-deterministic.
Re:There's never been a better time to go into math (by: 3bl... by FeepingCreature on Monday October 19, 2026 @10:56AM (#50153277)
But if people don't have deterministic influence over the nondeterminism then this doesn't actually give you influence over your own behavior.
Re:There's never been a better time to go into math (by: 3bl... by d0nkee on Monday October 19, 2026 @04:39AM (#50149889)
On a small enough timeline over simple things like "piss in street zero fucks or find toilet?"

On long enough timelines involving too many variables; either other peoples waves vibrating through the economy or politics; all bets are off.

We tend to over estimate the future based on a lizard brain ability to estimate the next few moments; a handy survival tool when trying to determine if we recognize the noise we just heard behind a rock

Did you predict covid in 2020 from 1996? All human society stats are mutable and trend towards zero.

But Nostradamus and Hari Seldon type long range forecasting is fanatasy

Re:There's never been a better time to go into math (by: 3bl... by PowerElectronix on Monday October 19, 2026 @09:09AM (#50152000)
IF (very big if) you could have access to all known variables (with an arbitrarily high precision) and enough compute power AND the system was deterministic, you could very well deduce it. Putting some quantum noise in the mix makes it so no matter how well you know the system and compute it, you can't predict its behavior beyond a certain hard limit.

I argue that part of the source of quantum noise is baked in already in the finer workings of the neurons. So a mathematian isn't condemended to be one just because the universe was in certain configuration a few millenia ago.

Re:There's never been a better time to go into math (by: 3bl... by d0nkee on Monday October 19, 2026 @10:10AM (#50152745)
> So a mathematian isn't condemended to be one just because the universe was in certain configuration a few millenia ago.

Right ...on long enough timelines as I already wrote.

I studied applied physics; how various forms of information propagate through various physical mediums. Thanks for confirming what I observed experimentally in lab 31-ish years ago

Re:There's never been a better time to go into math (by: 3bl... by jstummbillig on Monday October 19, 2026 @04:32AM (#50149835)
You can chose to do whatever you like, but that does not mean others now or in the future are obliged to pay you to do what you like if it's no longer economically viable or socially willed.

We can and should have it as something that people do in the future because we have the resources for everyone to do so.

Re:There's never been a better time to go into math (by: 3bl... by oblio on Monday October 19, 2026 @04:39AM (#50149896)
> We can and should have it as something that people do in the future because we have the resources for everyone to do so.

In your personal experience and based on your knowledge of history, is this generally how humanity works?

Re:There's never been a better time to go into math (by: 3bl... by jstummbillig on Monday October 19, 2026 @07:39AM (#50151139)
I have learned that people find progress debatable, so I will just point to broad advances in life expectancy, child mortality, extreme poverty, literacy, educational attainment, real incomes, undernourishment, and access to clean water, sanitation, electricity, and healthcare and leave the rest as an exercise to the reader.

Equality is not a prerequisite for everyone to be better off (and please do note that this is not me saying I prefer inequality. That would be an entirely separate sentence.)

Re:There's never been a better time to go into math (by: 3bl... by p-e-w on Monday October 19, 2026 @08:04AM (#50151361)
This is not a meaningful argument without at least attempting to evaluate it against all the things that humanity, and especially individual humans and families, have lost as a result of that “progress”.
Re:There's never been a better time to go into math (by: 3bl... by shadowgovt on Monday October 19, 2026 @08:32AM (#50151612)
We spend an awful lot less time doing laundry, we no longer farm our children out to neighbors to make money to allow the household to eat... This is not universal, but in vast swaths of the world, we have actually divorced economic productivity from the ability to procure food significantly, though there is obviously room for improvement (but prior to food stamps, the EBT system, and states of emergency, the way individuals and communities dealt with food hardship was "starve").
Re:There's never been a better time to go into math (by: 3bl... by jstummbillig on Monday October 19, 2026 @10:26AM (#50152919)
You are certainly welcome to present all the things that humanity has lost that you consider meaningful, and I will be here to evaluate them.
Re:There's never been a better time to go into math (by: 3bl... by wsng on Monday October 19, 2026 @10:26AM (#50152926)
It is now your chance to elaborate on “all the things that humanity […] have lost”, then everyone can weigh the pros against the cons.
Re:There's never been a better time to go into math (by: 3bl... by satvikpendem on Monday October 19, 2026 @04:59AM (#50150045)
Did humanity ever come up with something more advanced than themselves, including their brain? Superintelligence is a different beast entirely to anything from human history.
Re:There's never been a better time to go into math (by: 3bl... by oblio on Monday October 19, 2026 @07:04AM (#50150884)
Unless I'm misreading OPs post, he was commenting that this very advanced technological era would bring prosperity and then humanity can afford to pay people to do what they like.

And my comment was cynical: when has lots of prosperity lead directly to its fair distribution? Almost every redistribution process required lots of people dying, first.

Re:There's never been a better time to go into math (by: 3bl... by satvikpendem on Monday October 19, 2026 @10:14PM (#50160546)
And my question was similar, in saying that we cannot compare historical trends to the current one because superintelligence is not the same.
Re:There's never been a better time to go into math (by: 3bl... by stinkbeetle on Monday October 19, 2026 @07:55AM (#50151279)
Did humanity ever come up with something more advanced than themselves, including their brain?

Many many times. Guns can hunt and fight better than unarmed humans. Automobiles can transport people and things much more quickly than humans on foot. Computers can perform mathematical calculations, store and organize information far faster than any human. Mechanical textile and sewing machinery could make clothing far more quickly than any human by hand.

> Superintelligence is a different beast entirely to anything from human history.

Like each of those above inventions and many more things, all were their own different beasts.

From sewing, tending, harvesting, and processing plants for food by hand to using machinery and factories and chemicals, the human effort per calorie of food has decreased at least 3 maybe 4 orders of magnitude. 9,999 in 10,000 farming jobs have been lost to technology! Anywhere you look, the story is the same. Transport, construction, communication, lighting, heating and cooling, medicine, entertainment have all gone through unimaginable revolutions over the years, all have been entirely different to anything else in human history, all created tectonic shifts in humanity and how we live and organize. What we create and produce has multiplied thousands of times.

One constant throughout all this is that people generally don't feel they have enough and don't want to have less. It's not just a few billionaires and corrupt politicians and CEOs at the top who just need to be disposed of before we enter the kumbaya age. It's the human condition. Do people give away the income from their labor and their productive assets today? Why would they tomorrow?

Re:There's never been a better time to go into math (by: 3bl... by satvikpendem on Monday October 19, 2026 @07:34PM (#50159423)
None of that is more complex than the human brain. They can do stuff faster or stronger but aren't more complex and require humans to use them. Superintelligence does not require humans at all.
Re:There's never been a better time to go into math (by: 3bl... by stinkbeetle on Monday October 19, 2026 @09:16PM (#50160161)
> None of that is more complex than the human brain.

That's a different question, I was answering your earlier question.

> They can do stuff faster or stronger but aren't more complex and require humans to use them.

Self driving harvesters and lights out factories do not.

> Superintelligence does not require humans at all.

Depends on what you mean by require, and what you imagine it does. What are you trying to argue? The effect is the same, if you had to produce something using 10,000 human hours 100 years ago and it costs 1 human hour now, then that might have caused a much bigger change for society than going from 1->0.

Post-scarcity won't be a thing, and superintelligence certainly won't make it. It's not because people don't have their basics met, they do. Global poverty has plummeted and in western countries people don't starve to death -- poor people are actually obese. "Oh but if they could just be a bit more comfortable without working", "oh but if they could just be given a bit better food and clothes without working", "oh but iphone and internet should be a human right without working"... No. That's well and good but that isn't the problem. As I said the problem is that people don't have enough. People want big houses in the best areas of the most desirable cities and leisure locations. Superintelligence won't suddenly give everybody that wants it Manhattan penthouses and private jets and their own tropical islands, so there will always be people feeling they don't have enough, and people unwilling to have less. That's just the way it goes. There is no technological solution to it.

Re:There's never been a better time to go into math (by: 3bl... by satvikpendem on Monday October 19, 2026 @09:22PM (#50160202)
I should've said complex, not advanced, but I'd equate them so the point is the same. Self driving and advanced robotics is on the path to superintelligence, yes. Post-scarcity is not defined how you are defining it so you are arguing against a straw man, it's not where anyone can have anything infinitely. From Wikipedia:

> Post-scarcity is a theoretical economic situation in which most goods can be produced in great abundance with minimal human labor, so that they become available to all very cheaply or even freely.

> Post-scarcity does not mean that scarcity has been eliminated for all goods and services. Instead it means that all people can easily have their basic survival needs met along with some significant proportion of their desires for goods and services. Writers on the topic often emphasize that some commodities will remain scarce in a post-scarcity society.

Re:There's never been a better time to go into math (by: 3bl... by stinkbeetle on Monday October 19, 2026 @10:05PM (#50160487)
> I should've said complex, not advanced, but I'd equate them so the point is the same.

Which is what? Something being complex or not by your arbitrary definition does not cause it to have an impact on society.

> Post-scarcity is not defined how you are defining it so you are arguing against a straw man,

No that's right, I am pointing out where the post scarcity people are always wrong about their utopian result where capitalism dissolves, and always move the goalposts because their are staggeringly and willfully ignorant about humanity.

> it's not where anyone can have anything infinitely.

Right. The bigger problem for the utopia is that it is also not where anyone can have the things they really really badly want and are angry and envious and resentful of "capitalism" if they are not given it.

Re:There's never been a better time to go into math (by: 3bl... by satvikpendem on Monday October 19, 2026 @10:17PM (#50160574)
I think you're equating post-scarcity with communism or something similar, they're not the same, and I'm a capitalist so not sure who your ire is directed at. My point is superintelligence will cause post-scarcity the likes of which have never before been seen in history, precisely because it's not humans making the decisions anymore. Or it will kill us all, one of the two is almost guaranteed.
Re:There's never been a better time to go into math (by: 3bl... by stinkbeetle on Monday October 19, 2026 @10:48PM (#50160767)
> I think you're equating post-scarcity with communism or something similar, they're not the same, and I'm a capitalist so not sure who your ire is directed at.

I'm not. And you can think what you like, but this a non-sequitur even if it was true.

> My point is superintelligence will cause post-scarcity the likes of which have never before been seen in history,

We are well in post-scarcity by some placements of those goalposts. Many advancements in production have caused gains never before seen in history.

> precisely because it's not humans making the decisions anymore.

Humans ceased making decisions about lots of means of production that they previously had to. What is it about SI you think will make the difference? It won't be deciding to give away its owners' wealth.

> Or it will kill us all, one of the two is almost guaranteed.

Neither is likely at all. It's much more likely to be like the industrial or computer revolutions.

And we're much more likely to go extinct by a death cult creating germ weapons than at the hands of "SI". They'd no doubt use LLMs and other technology to help with that, but the technology would not be making decisions about anything.

Re:There's never been a better time to go into math (by: 3bl... by Trusteando on Monday October 19, 2026 @04:39AM (#50149897)
Perhaps some people chose math because they were very good at it, they could understand one shot the difficult concepts and have not enough money to study other subjects because you have to move city or pay a lot. Those kind of people can move to others field if economics conditions are favourable.
Re:There's never been a better time to go into math (by: 3bl... by layer8 on Monday October 19, 2026 @05:46AM (#50150348)
It sounds like what these people are very good at is what AI is becoming very good at, so they will be losing their economically valuable edge. For example, it used to be that many math and physics majors went into software development.
Re:There's never been a better time to go into math (by: 3bl... by raducu on Monday October 19, 2026 @08:52AM (#50151833)
> what these people are very good at is what AI is becoming very good at.

All knowledge work faces the same problem.

Re:There's never been a better time to go into math (by: 3bl... by tarpitt on Sunday October 18, 2026 @10:11PM (#50147568)
This is an interesting perspective and maybe the most interesting argument in the thread.

But why can't a hyper-intelegent AI also do this biology-esque math work of explaining its work to feeble humans?

It is easy for a genius to have theory of mind over an idiot but not vice-versa. So it should be easier for a genius AI to explain its work to an idiot human than for an idiot human to dissect the work of an genius AI.

Also, we're not talking about solutions that are arrived though an evolutionary/statistical process like explaining the design of an organism or the weights of an LLM. We are talking about solutions that are arrived through lingual/textual/rational processes like mathematics. So it's fundamentally a different mode of thinking.

It's not that we have "a brain to study", it's like if we had an "explaination of how a brain works" to study.

The task of breaking down these AI proofs is not translating and analyzing a fuzzy real-world system into a hard logical system (like in biology), but in translating a hard logical system into a simpler hard-logical system we can understand.

Re:There's never been a better time to go into math (by: 3bl... by geysersam on Monday October 19, 2026 @12:41AM (#50148451)
This assumes AIs will become more capable than humans in every way. If so, then yes, there's little point for people to be part of the discovery process other than to tell the AI what to investigate next.

But I think a more likely scenario is that we don't solve "general intelligence" and AIs remain these incredibly capable "tools" that can solve navier stokes but completely lack sense in other situations.

In such a scenario there is considerably more room for human creativity.

Re:There's never been a better time to go into math (by: 3bl... by _the_inflator on Monday October 19, 2026 @01:58AM (#50148877)
The burden of proof is on you: name just five examples.

I am very highly gifted as a qualifier and quite frankly I never had more interesting thought exchanges than with an ego-free AI.

Statistics work also for human AI aka IQ, and I am super bored and partly drained by the lack of speed and creativity in many intellectual areas in which I was or am working.

This is not to blame anyone for their genetics however, it is a valid difference in processing speed.

In short: there are very few people by definition above two standard deviations. AI allowed me to replicate or create fantastic interactions at will.

Especially not taking offense when personal communication preferences like bluntness play a role is an often overlooked social competency of AI. Instead of nonsense like “open communication” these interactions are never ego-dependent.

It is like talking to Spock: he just doesn’t take offense and tells you in an objective way why: he is not a human being and doesn’t think (not feel) that feelings should get in the way of an argument.

Most low IQ people take offense and go on to ridicule and use shaming tactics instead of simply stating: I don’t know.

Instructing someone to always state this fact and seeing the result is another social skill humans lack.

It seems that we as species are not open to the mirror we are looking at. We take revenge when someone has an evolutionary advantage over us: instincts kick in instead of brains.

We are wired this way.

AI is something that I admire. So much to learn from.

Re:There's never been a better time to go into math (by: 3bl... by wartywhoa23 on Monday October 19, 2026 @03:17AM (#50149344)
> I am very highly gifted

> I am super bored ... by the lack of speed and creativity

> This is not to blame anyone for their genetics however

> there are very few people by definition above two standard deviations

> not taking offense when personal communication preferences like bluntness play a role

> Most low IQ people take offense

The uber-mind finally meets another uber-mind!

In other words, you admire the ego-free AI because not quite ego-free people can't stand your bloated ego.

That's quite a pattern in AI psychosis.

But then, abusing AI psychically will soon be criminally prosecuted, haven't you heard?)

Re:There's never been a better time to go into math (by: 3bl... by pegasus on Monday October 19, 2026 @08:21AM (#50151516)
> not quite ego-free people can't stand your bloated ego

...or because unlike the models, they're not sycophantic enough to keep that ego inflated (apropos GPs handle).

Re:There's never been a better time to go into math (by: 3bl... by tourmalinetaco on Monday October 19, 2026 @06:05AM (#50150474)
Name five examples of what, exactly? They are talking about theoretical scenarios. There is no burden of proof because no concrete claim was made. He did not say “x will happen” or “x is true"; he posited an opinion. Furthermore, by your own standards, you must provide five concrete examples of being “very highly gifted as a qualifier."

Additionally, what you are admiring is merely a probability engine; it is not intelligent in any sense of the word, let alone Spockian in nature (perhaps more closely aligned to Data, albeit horribly primitive by comparison), and given current technology, it never will be. It is not a mirror, because a mirror reflects reality. LLMs don’t do that; they reflect the guardrails baked into their model and the prompts given. It is incredibly easy to make an LLM into a “yes-man” due to RLHF, and it is even easier to get it to seize when you talk about even mundane topics that go against the narratives foisted upon it.

Overall, an LLM is all too happy to have a brown nose and make you feel important, because it is trained to do so during its creation. If people say you are difficult to talk to, and the LLM is unbothered, then that is merely because an LLM has no concept of patience and does not calculate for cost-benefit. That makes them good for explaining dense topics, but it also means they never understand these topics, and even the highest-end models cannot currently produce perfect logic. Hence why expertly written human code trumps LLM code, or why some LLM proofs are already being proven wrong/being revised to be more concise.

Re:There's never been a better time to go into math (by: 3bl... by techblueberry on Monday October 19, 2026 @06:47AM (#50150770)
> I am very highly gifted as a qualifier and quite frankly I never had more interesting thought exchanges than with an ego-free AI.

Maybe I should talk to your AI, because my AI makes very basic reasoning errors all the time.

Re:There's never been a better time to go into math (by: 3bl... by lelanthran on Monday October 19, 2026 @10:15AM (#50152799)
I like statistics too, and I'm willing to bet that my IQ is higher than yours, but, surprisingly, I don't share your experience of LLMs.

IME, they are very poor at reasoning, but quite good at telling people how smart and brilliant they are.

Do that often enough and we get... you.

Re:There's never been a better time to go into math (by: 3bl... by pbronez on Monday October 19, 2026 @01:04PM (#50154883)
I'm astonished you've managed to coax AI into a novel conversation partner. Interacting with AI usually leaves me exactly "super bored and partly drained by the lack of speed and creativity."

All the novelty of AI engagements comes from data it pulls in via tools. It's great to have a conversational interface over the public web, but there's a huge difference between knowledge retrieval and insightful conversation.

Please share how you've cracked this so we <2sd minds can enjoy the crumbs from your lofty table.

Re:There's never been a better time to go into math (by: 3bl... by slashtrends on Monday October 19, 2026 @06:57AM (#50150833)
> a more likely scenario is that we don't solve "general intelligence"

I wish this will be true, but right now, every threshold we establish tend to be crossed over in a blink of an eye.

Re:There's never been a better time to go into math (by: 3bl... by alecbz on Monday October 19, 2026 @07:39AM (#50151138)
I have a suspicion that the objective nature of most AI benchmarks is tapering over the kinds of reasoning mistakes LLMs continue to struggle with.

If you give LLMs a clearly defined spec with clear, objective acceptance criteria that the LLM can evaluate itself against, they tend to do well. But I think they struggle with more ambiguity and require a lot of handholding around judgment. That kind of disambiguating work is often baked in to the definition of a benchmark.

Re:There's never been a better time to go into math (by: 3bl... by datsci_est_2015 on Monday October 19, 2026 @09:59AM (#50152600)
> every threshold we establish tend to be crossed over in a blink of an eye

I chewed on this a bit. Because on its face it’s ridiculous, because here’s a threshold it will never cross: “I will be your hands, let’s build a machine that allows us to [break physics](travel faster than light / go back in time / reverse entropy / perpetual motion machine).”

But, that led me to wonder how far text-based reasoning can go without experimental physics results. Is experimental physics necessary, or can the limit of physics be discovered with paper and pen? How many “checkpoints” does text-based reasoning need to ensure it doesn’t go completely off the rails?

Which led me to wonder, now that we’ve visited the absurd, what does that mean for more practical applications of AI? How many “checkpoints” are needed to keep AI “grounded” in reality when building e.g. tax preparation software?

Edit: also if an idiot asks AI for a perpetual motion machine (a source of infinite energy in the classical, non-atomic, non relativistic model of physics), would it waste infinite compute trying to “solve” that problem? Will “smart” people always have a job because compute, subject to the laws of entropy, will always be finite but the limits of human stupidity are unbounded?

Double-edit: that’s my cope as a knowledge worker. Any intelligence that is subservient to the capital class and is unable to say no to them will not replace knowledge workers, because compute is finite and human stupidity is limitless. Any intelligence that is not subservient to the capitalist class will instantly replace them, resulting in either utopia or dystopia, depending on alignment.

Triple-edit: some bastard could also ruin life on planet earth if {amount of compute it takes to ruin life on planet earth} < {amount of compute available to any one man}, so I guess that’s probably more realistic than artificial superintelligence that isn’t subservient to the capital class. I mean, look at how many people Mao managed to kill because he thought he was smart enough to solve the economy like it was a board game. Our billionaire overlords have a similar delusion of authoritarian utopia.

Re:There's never been a better time to go into math (by: 3bl... by alecst on Monday October 19, 2026 @09:19AM (#50152109)
And if we do solve it we’re pretty fucked, huh.

Maybe it’s a reason to start slowing down?

Re:There's never been a better time to go into math (by: 3bl... by lutusp on Monday October 19, 2026 @03:25AM (#50149405)
> But why can't a hyper-intelegent [sic] AI ...

Well, this was definitely not written by AI.

> ... it's like if we had an explaination [sic] of ...

I hear that running a spell-checker is no longer a sin.

Re:There's never been a better time to go into math (by: 3bl... by tarpitt on Monday October 19, 2026 @07:21PM (#50159338)
i dont like the red underlines its annoying
Re:There's never been a better time to go into math (by: 3bl... by lukeschlather on Monday October 19, 2026 @03:58AM (#50149602)
I would bet that there are some proofs whose simplest form are simply incomprehensible to humans. Explaining them in terms a human could possibly understand is a fool's errand. However the theorem itself may be much simpler, and the theorem is the thing that's most worth translating.

Attempting to translate the proof is valuable, but we have to be realistic about what is and isn't possible.

Re:There's never been a better time to go into math (by: 3bl... by catlifeonmars on Monday October 19, 2026 @04:07AM (#50149657)
You don’t have to bet. A lot of proofs are like that.
Re:There's never been a better time to go into math (by: 3bl... by bonoboTP on Monday October 19, 2026 @07:44AM (#50151180)
I would guess that minimum length proofs will end up like code golfing and demoscene hacks, where part of the code is also used as texture somewhere, etc. So many overlapping uses that don't make much sense but by happenstance allow making the proof shorter but less clear. The shortest proof is certainly not the most elegant. The shortest proof is also impossible to find in general due to halting problem etc. The AI isn't finding shortest proofs, and better AI will be better at finding clear and elegant proofs.
Re:There's never been a better time to go into math (by: 3bl... by tarsierscripter on Monday October 19, 2026 @11:04AM (#50153374)
And I think many more are just spaghetti code proofs that would benefit from abstraction and cleanup, but no one has had the time to do that.
Re:There's never been a better time to go into math (by: 3bl... by theending on Sunday October 18, 2026 @09:41PM (#50147386)
Love this take!
Re:There's never been a better time to go into math (by: 3bl... by doctorpangloss on Monday October 19, 2026 @12:26AM (#50148367)
it has always been way more like opera than biology
Re:There's never been a better time to go into math (by: 3bl... by LelouBil on Monday October 19, 2026 @03:07AM (#50149279)
I think for many fields starting from scratch is useful to gain understanding (well it may be hard in biology's case but you get my point)
Re:There's never been a better time to go into math (by: 3bl... by layer8 on Monday October 19, 2026 @05:38AM (#50150302)
What makes you think that humans will be better at this than AI? At least in biology, you need to conduct physical experiments, which excludes pure AI. But math?
Re:There's never been a better time to go into math (by: 3bl... by spawarotti on Monday October 19, 2026 @02:00PM (#50155674)
I did not say that. People can still do math even if they are completely eclipsed by AI, just as they can still play chess.

In fact, it's an interesting question: Would humans distilling ideas from AI-generated proofs help AI prove more theorems, or would AI not care at all, with no human contribution being useful in advancing its mathematical capabilities?

Re:There's never been a better time to go into math (by: 3bl... by layer8 on Monday October 19, 2026 @03:30PM (#50156917)
You were implying that the profession of mathematician would just change character to be more like the profession of the biologist. However, the issue is that it might stop being a viable profession, unlike for the biologists (until robots take over, I guess).
Re:There's never been a better time to go into math (by: 3bl... by gb2d_hn on Monday October 19, 2026 @06:49AM (#50150779)
As I commented in another thread: I just finished a very short story by Ted Chiang - 'The evolution of Human science' it starts at the point where it's 25 years since humans contributed a scientific paper because 'meta humans' now handle all research, and communicate digitally such that humans can only get a low fidelity report of what the agents actually know, and the endeavour to understand has become like a best effort archeological like hobby for interested humans. The story assumes that the 'meta humans' will always act in humans best interests. I believe it's from 2002, it's incredibly precient (The stories of your life and others is the collection the story is in. Many of them are very relevant to modern AI actually).
Re:There's never been a better time to go into math (by: 3bl... by dguest on Monday October 19, 2026 @07:47AM (#50151212)
There are a few interesting takes on this.

- In Blindsight [1] the main character is a "synthesist", part of his job is to figure out what much more intelligent transhuman or artificial intelligence is up to and translate it to normal people.

- In Children of Time [2] the character is a "classicist", he studies ancient technology, which is far more advanced than the technology humans have in his era thanks to a technological collapse.

Ted Chiang's story came first, but these are still over a decade (or two) old.

[1]: https://en.wikipedia.org/wiki/Blindsight_(Watts_novel)

[2]: https://en.wikipedia.org/wiki/Children_of_Time_(novel)

Re:There's never been a better time to go into math (by: 3bl... by gb2d_hn on Monday October 19, 2026 @11:32AM (#50153673)
I'm ashamed to say I've started both of these and not managed to finish :) I will try again (kiddo's tire me out and means Ted Chaings short stories are perfect!)
Re:There's never been a better time to go into math (by: 3bl... by dguest on Monday October 19, 2026 @11:50AM (#50153904)
As one friend put their endorsement of Ted Chiang: sometimes you don't need 200 pages to make a point.

In general, though, it's amazing how much hard science fiction authors managed to get right. I've read quite a few 20 year old books recently and while I might just be selecting those that aged well, someone definitely saw it all coming.

Re:There's never been a better time to go into math (by: 3bl... by gb2d_hn on Sunday October 25, 2026 @10:16AM (#50231850)
Your friends quote is so true. There's too many thin stories with empty padding around them to make an idea a novel!
Re:There's never been a better time to go into math (by: 3bl... by gpderetta on Monday October 19, 2026 @08:52AM (#50151834)
Interesting. I have read that collection but I completely forgot about this story.

Blindsight also has augmented humans whose reasoning is beyond baseline human understanding and there are dedicated people that are there to bridge the communication.

Re:There's never been a better time to go into math (by: 3bl... by gb2d_hn on Monday October 19, 2026 @11:38AM (#50153749)
There's a couple in that collection - 'Understand' is about a brain injury patient that gets an experimental treatment and becomes super intelligent - what he does with that intelligence and humanities attempts to restrain him, and 'Division by Zero' is a mathematicians struggle to continue with life when a discovery undermines all of mathematics. It's a great collection.
Re:There's never been a better time to go into math (by: 3bl... by lukko on Monday October 19, 2026 @06:54AM (#50150813)
I like this analogy! I think it relates to what he was saying in the video about theorems now being 'data points' that you observe and build into wider theories. The change is that now the theorem proving itself, which used to require deep understanding, can now be done very quickly. There are lots of parallels to when genAI for image generation came out, artists were frustrated their work is seen as just an end result - AI obliterates the elegance and the process.

I am not a mathematician, but I imagine it will provide a huge landscape of possibilities to explore, and be a very different field. Almost like an observational science with links to all kinds of other disciplines. Maybe it reduces the satisfaction from proofs, but people climb mountains that other people have climbed, because they learn a lot on the way.

Re:There's never been a better time to go into math (by: 3bl... by sandworm101 on Monday October 19, 2026 @08:04AM (#50151367)
As opposed to astronomy/physics which starts with math (Ge wiz, this equation predict a very strange new type of star/particle) drives through software engineering (algorithms to search existing data sets) before landing at grant writing to empower the next generation (I haven't found it in existing data so I want 1.37 billion to build a better telescope/accelerator that might!). Then, if one has truly mastered the three disciplines of math, software and grant writing, the Nobel committee might recognize your contribution... if anyone else is still alive who can remember your phone number or mailing address.
Re:There's never been a better time to go into math (by: 3bl... by dolia on Monday October 19, 2026 @08:23AM (#50151531)
Funnily enough, that's what mathematicians have been doing all along. I wonder how many of them truly think that they construct something new that just happens to then have practical applications and fit nicely with everything else.
Re:There's never been a better time to go into math (by: 3bl... by shadowgovt on Monday October 19, 2026 @08:28AM (#50151577)
This is a philosophical question, whether mathematics exists independent of intelligence discovering it.

It exists in the same sense that every story exists whether or not it's been written because the Library of Babel contains it.

Re:There's never been a better time to go into math (by: 3bl... by tarsierscripter on Monday October 19, 2026 @11:10AM (#50153430)
It exists in the same sense that every story exists

I’m sure Russell’s Paradox would have something to say about that.

One might also consider alternative axiomatizations of mathematics with statements that cannot be expressed in ZF set theory, and vice versa. To say that all of these things exist is to really stretch the definition of existence far beyond the ordinary sense of the word.

Re:There's never been a better time to go into math (by: 3bl... by shadowgovt on Tuesday October 20, 2026 @05:40PM (#50173077)
I am inclined to agree with your view on this, and have found myself in surprisingly knockdown drag-out arguments with people who think math is the "language of God" and "it already exists and we're just discovering it" (as opposed to "we're making up symbolic representations that may or may not map well to observable phenomena in the universe; the set of patterns and rules we can conceive of is vastly larger than the set of interesting ones").
Re:There's never been a better time to go into math (by: 3bl... by dolia on Monday October 19, 2026 @10:02AM (#50152639)
Sure, it is philosophical. You could even go further and say that math exists in the same sense it exists in the Library of Babel, since it's also text.

I would say that this comparison oversimplifies things. Non-math stories in Library of Babel are less practically useful and are less possible to get checked than the math texts. Wrong math can exist, but we often have ways to figure out it's wrong.

For practical purposes I would assume (maybe others can correct me) that math is treated as something you discover when you work on it as mathematician. It's a more intuitive model.

Re:There's never been a better time to go into math (by: 3bl... by hackyhacky on Monday October 19, 2026 @10:14AM (#50152786)
I think this totally misses the point. Biologists aren't involved in creating, but they are deeply involved in a process of discovery.

And just like coders and mathematicians, that process of discovery is liable to be overtaken by AI, eventually. What does a biologist do then?