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File: jacobian.png (307 KB, 1080x776)
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Are we in a new age of science and progress?

https://x.com/__alpoge__/status/2079028340955197566
>>
>constructive proof
>>
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>>17020353
>this won't happen until 2029-2032 btw-
THERE ARE NO BREAKS ON THIS TRAIN
>>
>>17020353
people will point out in this case it's not proving anything but disproving something, which is easier of course. but those people are missing the point since ai has already proven new things.

yeah, mathematicians are cooked.
>>
you too could be published in annals of mathematics if you chatted with your AI friend more
>>
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>>17020353
LMFAO at these copers. An actual mathematician with an actual morgan prize and a past in the field says he's found a counterexample complete with wolframalpha links and these retards count it as "just some dude on twitter"
>>
>>17020361
An autonomous web agent wrote this post
>>
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>>17020353
>>
Humans couldn't come up with this simple counterexample in over 80 years?
>>
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>>17020392
too advanced for human minds
>>
Okay but what's the use case?
>>
The most important discovery we've made thanks to the advances of LLM in mathematics is that most mathematicians are in fact not wholesome chungus autists who love the beauty of maths but arrogant nerds who wish they could give their name to an important result.

Sorry chuds, this is the new world, you will prove nothing and be happy.
>>
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>>17020353
>Are we in a new age of science and progress?
You can test this empirically:
>sample LLM for all the """unsolved math problem""" slop you can get out of it
>add the results to the training set
>train a new model
>check if the learned data distribution changes besides model collapse
Protip: the answer is objectively 'no', there is no progress in this, unless you expect humans to make it.
>>
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>>17020369
political activists control the wiki platform.what do you expect
>>
I hope this would stop students studying math. What a waste of potential.
>>
>So what if my microwave oven disproved the twin prime conjecture? It was a stupid problem anyway.
>>
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>>17020422
>I hope this would stop students studying math.
Then who's going to develop math further?
>>
>>17020425
We need the math people to prompt the ai that’s about it
>>
>>17020427
>We need the math people to prompt the ai
Prompt the AI about what, retard? "Solve le heckin' 50 years old unsolved conjecture #4203" ad infinitum?
>>
>>17020429
Yes. Once all open problems have been decided, mathematics has become solved and we can move on.
>>
>>17020425
AI will do everything. Literally.
And you won't find any economically viable application of your skills -> you will suck in life -> you will leave little to no offspring -> you will go extinct over time.
Thus excessive human mass will be reduced. No conspiracy, mate. The same shit has been happening in the West for over a century because of the agriculture automatization. Now it already is 10 times faster and ten times more severe. Eventually humanity will be torn apart when approaching the techno singulatiry.

>>17020427
You are thinking narrow, we will not even need to prompt anything. Math was developed as a tool to do fun stuff like engineering, military and architecture. Now we will do everything directly, omitting manual (even heavily automated) calculations.
>>
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>>17020431
>Yes. Once all open problems have been decided, mathematics has become solved
This is what "AI" users actually believe... What I want to see is the latest demographic data on 4chan users. There's no way the userbase is more than 5% white at this point.
>>
>>17020433
I've been here since 2005. How about you, wokajposter?
>>
>mfw showing this to chatgpt and it responding with 'what the fuck'
>>
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>>17020432
>AI will do everything.
You mean hypothetical future magic AI that's coming in exactly Two More Weeks? Surely you don't mean LLMs, whose performance at out-of-distribution tasks ranges from bad to abysmal.
>>
>>17020436
>You mean hypothetical future magic AI that's coming in exactly Two More Weeks? Surely you don't mean LLMs, whose performance at out-of-distribution tasks ranges from bad to abysmal.
So far the progress of the AI is so fucking obvious you can't deny it.
You may cope, you may cry, you may shit your pants and post silly pics, but this is inevitable. It is already doing advanced math, it is already laying out hundreds of thousands of people. No stalling, no plateauing, only acceleration.
>>
>>17020437
>the progress of the AI
Ooops. Found the saar. What progress has been made in making LLMs succeed at out-of-distribution tasks since ChatGPT 3?
>>
>>17020437
*laying off
(fix)
>>
>>17020439
>out-of-distribution tasks
And you? Can you speak chinese without learning it?
>>
>>17020441
I accept your full concession that no progress has been made towards general intelligence in LLMs since GPT-3.
>>
>>17020441
>And you?
people with average intelligence outdo LLMs at those
>>
>>17020442
>towards general intelligence
Let's put aside the fact that it's a completely copious vague definition.
But what if narrow AI would be just enough to completely fuck you up? You, your life, the economy and the world you live in.
>>
>>17020444
At what? At learning various natural languages? Oh boi.
>>
>>17020445
>it's a completely copious vague definition.
Imagine being so mind-bendingly brown that you say this right after I gave you a quantifiable, machine-friendly working definition.

>But what if narrow AI would be just enough to completely fuck you up?
And what if a gang of 80 IQ Anglo thugs were enough to completely fuck up your entire civilization, Rajesh? :^)
>>
>>17020446
>At what?
at OOD prompts. are you retarded or what? do you use AI a lot?
>>
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>mfw one day someone's going to sit down to take a shit, and prompt gpt-10 to solve navier-stokes and then tweet the proof out while wiping their ass
>>
>>17020447
Bruh, would you stop larping as a white person? Post hand or GTFO

P.s.
Oh, sorry, I forgot that hindu AI-bots don't have hands
>>
>>17020450
>post hand, saaaaaar!!!!
I accept your full concession that no progress has been made towards general intelligence in LLMs since GPT-3.
>>
>>17020449
Coping Ramanujan fans would still say AI is a nothingburger
>>
>>17020451
>>17020442

>I accept your full concession that no progress has been made towards general intelligence in LLMs since GPT-3.

I bet this moron is pajeet. They have this shit called mantra or smth. They repeat it over and over again while praying.
>>
>>17020458
>mentally ill ESL brownoid continues seething
I accept your full concession that no progress has been made towards general intelligence in LLMs since GPT-3.
>>
>>17020464
>Saaar, Einglish is my pharst language only, Saar! Vee are Britishers now, Saar!
>>
>>17020422
that guy in the OP has a math phd and works at anthropic. you can study whatever you want if you're high iq and still land on your feet
>>
>>17020475
>mentally ill ESL brownoid continues seething
I accept your full concession that no progress has been made towards general intelligence in LLMs since GPT-3.

Also note how this retarded animal just can't stop responding. :^)
>>
>>17020478
>spamming the same cope time and time again
>calling someone mentally ill
:^)
>>
>>17020480
-farts on you-
>>
>>17020480
I accept your full concession that no progress has been made towards general intelligence in LLMs since GPT-3.

>y-y-your c-coping with my inability to provide any counter example, saaar!!!

Lol. Be sure to reply again, animal.
>>
>>17020476
That doesn’t match reality unfortunately.
>>
>>17020476
>if you are top 0.001% you'll be alright
>>
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>>17020494
>>17020449
>>17020437

It probably found a counterexample in some long-forgotten soviet russian paper. And generally, Jacobians are irrelevant in maths, no one even cares about them - absolutely not significant finding.
Nothing to see here, there has been no progress in LLMs since 2020.
>>
>>17020499
https://x.com/nihilunbounded/status/2079109869739860450

LLMs have a massive knowledge graph and can and can plug numbers in very fast. I'm curious what the chain of thought looks like for this problem
>>
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>LLMs have a massive knowledge graph
>>
>>17020511
they don't?
>>
>>17020514
A LLM doesn't even have any explicit representation for the concepts that would make up a knowledge graph.
>>
>>17020369
>2+2=4
>SOURCE???
>>
>>17020517
they have vector embeddings which are pretty much the same thing
>>
>>17020353
What are the practical applications of this?
>>
The future is asking an LLM to solve a problem and then asking another LLM to verify the solution
>>
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>>17020612
And how is LLM gonna verify a solution to the problem of me finding a gf?
>>
>>17020369
>you don't get it! he has an...........undergraduate student award! respect him!
i won the science fair in fourth grade too. im basically a fields medalist
>>
>>17020437
BASED.
Funny how AI chads are called jeets when in fact jeets are unable to even know how to prompt to create good software.

AI is just moving human intelligence one level up.
>>
>>17020614
Have you tried asking it to honestly help with that? It would probably give you actionable advice. The question of whether you truly act on it would be up to you.
>>
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>>17020449
>>
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>>17020499
a pretty close 2D map was published in 1999.
If I just gave you this paper and asked you to contradict the conjecture you could probably do it.
>>
Luddites BTFO again.

Accelerate to the Singularity!
>>
>>17020614
>>17020627
Nowadays they will answer it. But early days, when I asked how/where to meet girls, they would just refuse to answer the question. It wasn’t even that creepy.
>>
>>17020654
It was amazing watching this board be so behind it all even few months ago when it started happening, every time I brought it up no one knew what I was talking about and once they looked into it they would have the biggest nervous breakdown I've seen on this board. It's like your entire worldview being shattered in front of you, psychologically very similar to people from strict religious upbringing.
>>
what most likely happened is that a mathematician discovered this counterexample by itself and anthropic or whatever AI company paid him millions to say an AI model helped him
just a bullshit advertising story sorry
I need irrefutable proof that an AI came up with this by itself with no outside assistance
>>
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The luddite seethe is strong ITT
>>
>>17020353
cool...
how is that useful?
>>
I was tested to have an IQ in the mid 80s so I don't understand any of this. Without making fun of me can someone explain the significance of this?
>>
>>17020740
We're going to die. You are going to die.
>>
Some context: https://x.com/gro_tsen/status/2079215501490717094
>>
>>17020712
Holy copium overdose
>>
>>17020712
how about you post irrefutable proof that a human came up with that with no AI assistance
>>
Friendly reminder that no progress has been made towards general intelligence in LLMs since GPT-3.
:^)
>>
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>>17020619
I don't understand how you can consider yourself smart and not know basic history of technology, or be unable to adapt to whats happening and what has already happened a billion fucking times before and it keeps happening forever?
source to picrel: https://www.ams.org/journals/notices/202607/noti3372/noti3372.html
>>
>>17020595
>they have vector embeddings which are pretty much the same thing
They are absolutely not the same thing, not even remotely. You're clueless.
>>
>>17020353
how can AI prove something? it cant learn so that means it probably read it from someone
>>
>>17020412
>there is no progress in this, unless you expect humans to make it.
Only non-retarded post ITT. Until humans use these results to conceptually advance the field the LLM isn't getting any better at math, either.
>>
>>17020781

arc agi begs to differ
>>
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>>17020797
>arc agi begs to differ
So which language model does well on out-of-distribution tasks according to """ARC AGI"""?
>>
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>>17020798
>out-of-distribution tasks
no such thing
>>
>>17020801
Ask your "AGI" about it, mentally ill retard.
>>
>>17020802
it says no such thing. it knows everything.
>>
>>17020652
>26 years or more
>it's easy bro
>>
>>17020809
It's ok, anyone who isn't a psychotic patient can check for himself and confirm you're just another literally delusional "AI" fan.
>>
>>17020816
name 2 things it wouldn't know
>>
>>17020818
Any concept that hasn't been invented by humans yet? It's that easy. How come the people most obsessed with "AI" are the least likely to spend more than 2 seconds reasoning about it or anything related to it?
>>
>>17020821
you can't actually prove this
if it hasn't been invented by humans, you have no way of checking it knows it or not
>>
>>17020825
>you can't actually prove this
You can't be actually this retarded.
>>
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>>17020826
known unknown
it's clear you haven't thought deeply about the subject
>>
>>17020827
Arguing with the mentally ill is a waste of time. If you need further help, ask the token guesser to explain why your posts are fucking retarded.
>>
>>17020830
i see you have no response and have been reduced to ad hominem
i would feel embarrassed for you, but i don't feel embarrassed for a dog when it can't do calculus either
>>
>>17020831
>i see you have no response
See >>17020821
That responds BTFOs you immediately and shows how mindless you are.
>>
>>17020832
already responded
are you having trouble remembering things?
>>
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>already responded
>are you having trouble remembering things?
Mentally ill retards think their incoherent mumbling is a response.
>>
>>17020780
Not how that works.
Their claim:
>"AN AI CAME UP WITH THE COUNTEREXAMPLE"
So show the proof. Show how it can be replicated by anyone.
AI companies have every incentive to lie and obfuscate the true utility of their tools. Until they show step by step how they an AI was able to come up with the counter-example, it is safe to assume they are lying.
>>
another insane person suggesting that somewhere out there is the avengers of mathematics, secretly tearing through decades old problems only to attribute to them to llms, and they're doing this because...
>>
>>17020855
because...AI companies have every financial incentive to lie about how great and revolutionary they are to milk as much investor money??
Have you not been paying attention for the past 3 fucking years
>AI is going to do everyones jobs
>AI will change the economy forever
>AI can do everything !
>WE'RE MAKING GOD GIVE US ALL THE MONEY
this whole story is an advertisement you gotta be retarded not to see it
>>
>>17020857
you sound like a crazy person
>>
>AI companies get more money based on perceived importance
>AI companies drastically overstate their importance to get more money
>2 + 2 = 4
>"you're crazy"
you sound like a retarded person
Again, it's simple. If AI came up with this counter-example by itself then that is a ridiculous achievement, and the exact steps to get there should be provided and replicated by anyone. Until then, it's a farce.
>>
much less farcical to believe that they've trapped the spirit of ramanujan and are making him solve problems for them
>>
>>17020476
Nobody will land on their feet.
THE SKIES ARE FALLING AND IT'S OVER, DO YOU UNDERSTAND?
IT'S OVER
AI WILL REPLACE US ALL, REPENT! REPENT NOW!
>>
>>17020855
CIA has a catalog of 0-day proofs to burn for international strategery.
in this case, they gave one to anthropic so the USA stands a chance against the kimi and qwen news.
>>
>>17020864
Surely you have thousands of dollars worth of tokens lying around to replicate it yourself?
>>
>>17020864
you literally have the prompt lmao faggot
>>
>>17020903
where?
>>
>>17020353
>>17020354
>>17020355
Thank fucking god AI is replacing mathematicians. I just want good math progress. they gatekeep their profession and expect to get paid massive salaries and get self-congratulatory medals all to make snailspace progress through math. winning about 'muh credit' (muh legacy >>17020361)the whole way.
with clankers we can finally just have a math matchine that spits out the only important part with none of the bullshit. FUCK YOU for holding math ransom to your petty earthly bullshit in the first place
>>
>>17020907
watched a recent Wildberger video where he talks about AI and he says something similar
>>
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>>17020499
hot lil trvkky
>>
>>17020714
We're going back to horses, thoughbeit.
>>
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>>17020499
>Jacobians are irrelevant in math
There are only two kinds of mathematics: calculus and precalculus.
There are only two kinds of calculus. The fundamental theorem and the Jacobian Conjecture.
>>
>>17020941
Are you having a stroke
>>
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>>17020353
I'm happy about this. One of my professors, whom I always disliked intensely, spent a large part of his career trying to prove partial results of this conjecture.
>>
I see the luddies are in the "invent schizo conspiracy theories to deny reality" stage of coping
>>
Can we go bother this guy on social media? Seems like a total prick. Hope he kills himself
>>
>>17020984
NYPA
>>
>>17020630
i understand naught about what either of them are saying
>>
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The cope is strong ITT.
>>
>>17021028
Don't tell me you fell for this PR trick? Bizarre mathematical conjectures don't impact value creation. AI is a bubble.
>>
>>17021028

It's just one butthurt schizoid guy.

>>17021033

An AI system that is intelligent enough to prove long-standing math conjectures is obviously intelligent enough to accomplish many economically useful tasks.
>>
>>17020353
yet another counterexample? is that all "AI" can do?

I'm not mathematician, but do you fucking bot spammers not realize that finding counterexamples isn't the same as saying that LLMs will change mathematics?

this demoralization psyop is fucking retarded.
>>
>>17021041
>I'm not mathematician
we knew from your retarded post
>>
GPT-6(?) independently finds the same counter-example in ~45 minutes
https://twitter.com/aaron_lou/status/2079218392452530249
>>
>>17021051

to be fair.. so are mathematicians now, considering a machine can their work now.
>>
>>17020707
That’s how you know the next thing to happen is social collapse. People will either lose all drive to participate in society or get actively violent
>>
>>17021058
>independently
It’s too late for that to be legitimately verifiable
>>
>>17021038
More than writing summaries for CEOs, it's completely useless. Beating chess players doesn't generate value either.
>>
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>>17021077
wont become true no matter how many times you say it bro. grown adults should have more dignity, this cope is getting stale
>>
>>17021079
it's not true today either.
>>
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>>17020353
its another homo conjecture thats only relevant because our shit ring systems dont work
>>
>>17021074
It's not if they allow a third party to verify no internet access, but I doubt they care. Anthropic did a similar thing with mythos and unit distance. They know there'll be more and the model in question will be public soon.
>>
>>17020911
i'm wick rotating wildeberger into the 4th dimension in my mind
>>
>>17020412
I cauteously agree.
AI will however at its current state make a lot of discoveries humans at our current state "could" have made just like OPs example
>>
>>17020855
i generated megabytes of agda via free agentic services already
perelmab proved that having your name attached is already the first mistake, the real progress towards truth happens only when no one can take credit anymore
>>
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Whats even the point of humans anymore.
We solved the problem of generating knowledge before we solved problems of consciousness, meaning of life and economy.
If we proceed on this path it will unironically be over for us
>>
>>17021096
the point was to eat, shit and jerk off all along. sorry you had delusions of grandeur
>>
>>17021096
>eat
You need food for that
>jerk off
Well true enough i guess
>>
this thread is botted to hell... how the fuck is this shit allowed in this website?

>>17021051
ok, prove that counterexamples are actually useful for anything other than to disproof a theory/conjecture.

counterexamples are all LLMs have done so far, and apparently the only thing LLMs can do.

counterexamples are not the whole field. you can't build shit with counterexamples.
>>
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>>17021096
Better join the machine before it's too late chuddie
Transhumanism is the ONLY answer
>>
>>17020612
People do this on the subreddit r/IsThisAI.

Guess what, they're fucking wrong and the dumbest fucking retards I have ever seen on the internet

>Hey guys is this image AI?
>"Yes, you can tell because [typical AI image issues]
>You're wrong, this other AI told me it was real

Fucking kill all of these people, I refuse to believe they are self-aware.
>>
>>17021102
This isn't true. AI has been able to find new proofs by writing it in Lean and compiling it. The 'it only finds counterexamples' was true 6 months ago but not anymore.
>>
>>17020353
>not posting the prompts that lead him there
Without them it's hard to gauge exactly how impressive this is
>>
>>17020794
they are functionally the same thing. I asked chatgpt
>>
>>17020967
Are you Yitang Zhang?
>>
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>>17021137
>they are functionally the same thing. I asked chatgpt
>>
>>17021091
>AI will however at its current state make a lot of discoveries humans at our current state "could" have made just like OPs example
If you trained a LLM on 500 TB of texts from the Middle Ages and let it "make a lot of discoveries" (i.e. sample the model to fill in the gaps in the original data distribution) do you figure it would even do so much as arrive at heliocentrism on its own?
>>
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>>17021109
>Transhumanism is the ONLY answer
No

Lies convinced you of this. If you knew that evolution is a lie, you'd start asking the important questions. This world won't last much longer. Astrophysics is also full of lies.



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