Comment by hawk_
21 hours ago
> stop testing advanced mathematical problems on proprietary models
I don't know but this phrasing comes off as gatekeeping.
21 hours ago
> stop testing advanced mathematical problems on proprietary models
I don't know but this phrasing comes off as gatekeeping.
It’s not. Intent matters.
Imagine there's a very advanced crossword club where anybody can join and take a stab at these crosswords for the love of solving puzzles. Many of them are so difficult that no one's been able to solve them yet, but we know they're all solvable.
One day, someone comes along with a super advanced crossword solver application, and it makes easy work of these crosswords. They run it on a few to prove how powerful it is, and then the community says, "Oh wow, that's cool, but please don't run it on any more of our advanced crosswords because they're very hard for us to come up with, and we really enjoy solving them by hand."
That's really what this compares to. I wouldn't call that gatekeeping; just respect. Respect for the game, respect for people's desire to have these hard problems to continue to work on, solving by hand.
If the company with the super advanced crossword solver then continues to use it and publish the results, they're effectively stealing the crosswords from this community. Soon, all the puzzles will be solved, leaving nothing left for the community to work on for fun.
That doesn't sound like gatekeeping to me. That just sounds like someone asking "Please be respectful and leave the remaining puzzles for us to solve by hand.” A simple plea not to be an asshole.
We don't give mathematicians research positions to solve crosswords for fun. We want something back. We want theories and results that will advance our civilization.
We have people who want to fill those positions because there are enough people who find it rewarding enough. Take away reasons why they would find it rewarding and you will have fewer theories and results that will advance our civilisation.
And yes, fun counts. Nobody said this had to be only a hardship.
4 replies →
I think you are missing the point of the main criticism. It is not about not wanting results in terms of proofs.
New theories and insights are typically created while working out proofs. If proofs now suddenly fall out of the sky (cause LLMs create them) then that work is not done which means the substrate on which new theories and questions and conjectures used to be grown disappears. It's in that sense that the math community (and thereby society as a whole) will lose something.
It's similar to how software engineering will need to find a solution to train their next generation. Current generations have all been through manual steps of designing things from scratch and writing them by hand. That's what allows your 10x engineers to understand whether what their LLM tools are doing is good and how to massage those tools to do the right thing. A junior engineer who has only ever used LLMs to write code and create architectures does not just not have that experience but also won't acquire it. You can't just say "we don't pay them to have fun and learn, we pay them to produce results". In the short term that is the case, but in the long term you as a company and we as a community will lose out.
I'm not saying don't use AI tooling. I'm saying that this is a hard problem which we yet to have to find solutions and approaches to. As a software community as well as as society in general.
17 replies →
I think the crosswords framing is a little silly, but I have to wonder what comes when we use our technology to optimize the fun and interesting parts out of every job. There's only so many years of my life I can dedicate to back-and-forths with a chatbot. What if we advance our glorious civilization but our jobs just get more and more thoughtless and miserable?
5 replies →
We're going to have a very different perspective on purpose going forward with these results. This has crossed a rubicon where human output itself is going to be completely outclassed by machines and we will have to find meaning elsewhere in life.
Then you don't understand the process at all. You will get something back, you will get an immense amount back. But (almost always) not directly. A mathematician will not suddenly solve a theorem that will enable a cure for cancer or better solar panels or whatever. But working in mathematics will build the gradual understanding that will enable those practical breakthroughs to take place. It's also the most important part of how the people that create those technical breakthroughs will be trained.
This is a really confusing take.
If someone can solve open problems in mathematics then they should do so, isn't it as simple as that?
They should let the public use the models as well, but I guess they have no real moral imperative to do so.
But asking them to stop solving problems is just weird.
If your only measure of advancing is getting an answer, but not building the capability to understand it, then civilization has advanced.
It’s not a human focused civilization, which is where the issue comes up.
As an example: A constant issue I am seeing with AI productivity is that the most productive use of AI is when it is paired with more experienced users, while AI also does more work for entry level workers, if not replacing them entirely. It has become a question where will the future buffer of experienced seniors come from.
This is an example of where simply chopping down trees for today, doesn’t make civilization better off tomorrow.
AI is producing more content than ever before, but our ability to understand and verify it is not keeping pace.
We don’t know if these are unsolvable problems at this stage. Society could come up with workarounds and solutions to these issues in several years.
The request to stop, is part of the process by which the issues are debated and solutions found. It doesn’t mean their position is weird or moot.
12 replies →
What is preventing these crossword solvers from not looking at the advanced crossword solutions?
Mathematicians and academics in their ivory towers are forgetting that everything is getting automated. They want to carve out fun problem solving niches that's fine but who's going to fund that? If they want to be funded by the society/civilization their argument can't be leave advanced fun problems for their hobby.
Here's a fun quote:
https://proofsandprompts.com/2026/09/10/open-letter-about-th...
>Participation in an event so closely associated with Anthropic and OpenAI could plausibly negatively impact the future reputations of participants.
Given how much power advisors etc have over students in academia, interpret it as you wish.
Its worth noting though that you are comparing a profession with a hobby.
People go to said crossword group to enjoy the process of solving the puzzles. It doesn't actually matter if they have been solved yet or not, case in point the NY Times puzzles are enjoyed by more than just the first to solve them.
Professional mathematicians are ultimately being paid to solve the problems for a (hopefully) practical reason. Its always excellent when a person enjoys the process of the work they are paid to do, but ultimately they are still paid to do the work. I really hope your argument isn't that we should collectively be funding mathematicians to solve problems simply doe the love of the game.
> Professional mathematicians are ultimately being paid to solve the problems for a (hopefully) practical reason.
They are paid for the same reasons the NEA pays artists: out of a sense of obligation to demonstrate elite culture. The track record of practicality of pure math after WWII is essentially 0.
1 reply →
This analogy is silly because (a) math is not primarily for entertainment, (b) we aren't going to run out of math proofs, and (c) results build on top of other results, having more results proven makes all math more powerful and useful.
Hmmm but in the case of math, while some of it is "just puzzles" there often turns out to be practical applications, even if they are not obvious at first. Number theory was considered the epitome of pure math with no practical applications for centuries, now our modern society is built on it (public key crypto).
Blah blah blah. They are free to do their own mathematics and/or spend time on polishing/reviewing proofs dumped by ai. But they don't get to make demands like don't test math on proprietary models. Idiots.
If the crosswords were purely games that would be no problem. These crosswords seem to power physics, chemistry, engineering and science applications. These professions would not mind it too much.
Math doesn't belong to academics. We don't pay them to work on problems for fun. They will just need to re-evaluate where the value their provide is. It won't be solving problems anymore. Hopefully it will be making them understandable by others at least till AI can't do that as well.
"They will just need to re-evaluate where the value their provide is."
That is fine to say when it is not your field. I guarantee you feel different when it is the thing you care about, that gives you joy, that defines your status. Think about how many sheldon-equivalents insist on being called Dr. (non medical)
It is part of what people use to define themselves. Its going to hurt. There may even be a Bulterian Jihad
2 replies →
No, you dislike maths to the point you prefer paying others to do it. Actual mathematicians are largely doing it for fun, but are now effectively saying "stop destroying our fun or we'll stop doing maths", and you will have to do the maths yourself.
7 replies →
Classic alignment problem.
Despite nobody at openAI thinking of themselves as an asshole; despite society urging openAI not to be an asshole; despite the fact that being an asshole is entirely unnecessary even to accomplish whatever objective they are setting out to accomplish; despite everyone at openAI loudly declaring: we are not assholes!
They are still assholes.
reddit comment
This is maybe the lowest-quality comment on a thread full of them. Do better.
2 replies →
There's no way to spin this that doesn't make it sound like assholes being gatekeepers.
Here's a fun quote:
https://proofsandprompts.com/2026/09/10/open-letter-about-th...
>Participation in an event so closely associated with Anthropic and OpenAI could plausibly negatively impact the future reputations of participants.
Given how much power advisors etc have over students in academia, interpret it as you wish.
I’m sorry; but if mathematicians are in it because puzzle club is fun, then they should go join the fucking puzzle club and stop impeding scientific progress.
Science isn’t some passive busywork thing where you tie your hands behind your back because it isn’t fair on others to solve all the neat problems - or at least it shouldn’t be.
If your idea of science is leather patches on tweed suits and the quiet ticking of a clock while you do crosswords, then this is an argument in favour of letting the AI do the work so you can focus on your sudoku book in your slippers.
Keeping the tech proprietary so that it can only be used on these problems by internal teams is the very definition of gatekeeping.
It's more like, "don't just casually destroy our hobby / career field", without letting us participate even a little.
The picture I have in mind is OpenAI running their most advanced model in a loop over all the open mathematical problems they can find, just to verify that the model is indeed very smart. Neither the company nor the model actually care about the problems, it's just a cheap exercise machine for them, but the problems get solved and mathematicians don't even get to participate.
Like, even those who accepted the "centaur" thinking, man + machine, won't benefit because by the time they get their hands on good enough models, everything is already done.
It's an emotional thing first and foremost - people who care about the thing can't do the thing, because it's already been done by those who couldn't care less about it.
And before someone goes "poor mathematicians", a food for thought: this is just an early instance of what looks like our shared destiny.
I said here before: given the economics of progress in AI and robotics, it's obvious what the natural division of labor is: computers do the thinking, humans do the menial, manual labor. AI will do politics and philosophy, so you have more time to fold laundry and scrub the toilet.
So what is mathematics then? A fun hobby akin to chess or sudoku?
Are we gonna get the same pushback from medical researchers if the models cure xyz diseases?
I absolutely understand the emotional connection to their work and the heartbreak, but mathematics doesn't exist for their pleasure, it exists to provide tools to solve humanitie's problems.
> So what is mathematics then? A fun hobby akin to chess or sudoku?
Some of it, yes. Much like physics. Both have a track record of producing technological breakthroughs every now and then, but it's not why people are doing it.
> Are we gonna get the same pushback from medical researchers if the models cure xyz diseases?
For better or worse, yes. We already are. In my country, there's a big spat between radiologists and cardiologists right now, that boils down to the progress of technology allowing the former to answer questions that, before, involved a procedure that was a big money-maker for the latter.
What you say reminds me of medical schools in Tunisia.
The general body of research points that more doctors lowers all cause mortality ( with diminishing returns) but Tunisia is still far lower than the Eu average.
Yet Doctors and med Student unions do lobby very heavily against expanding admission to the public uni or allowing private unis.
So we have the weird situation where people go and study in Romania ( making Tunisia lose hard currency that it really needs).
These doctors have taken an oath and the direct consequence of their lobbying is literally more deaths.
5 replies →
>but mathematics doesn't exist for their pleasure, it exists to provide tools to solve humanitie's problems.
The risk here is that this does do fundamental long-term damage to mathematics as a viable field.
Virtually no one is going to want to take on the risk of PhD-level math work, studying a narrow problem for four years or so to arrive at an impressive incremental result, when there's a sword of damocles hanging over their head every day that an internal system held by an oracle they don't have access to may scoop their results and turn those four years into dust.
To some extent, that sword of damocles always existed in a de minimus sense in the form of other mathematicians. But everyone was playing the same game, coming to the game with the same arsenal limited by human cognition.
If the game board becomes irrevocably tilted, new entrants have no incentive to play except as a hobby. But few hobbyists can devote years of work to understanding and pushing the frontier. It could well mean existential damage to mathematics as a field.
Whether that might undermine math's ability to solve humanity's problems in the long term is almost an economics problem, not unlike the question of whether and when the existence of monopolies ultimately restricts long-term economic growth. Much probably depends on whether intellectual monopolies or oligopolies are being created that will supplant the existing mathematics "economy".
3 replies →
> Are we gonna get the same pushback from medical researchers if the models cure xyz diseases?
Lol. As long as the process aka trials is respected not many would complain.
The feedback loop required to make progress is very different in medicine compared to math.
9 replies →
> mathematics doesn't exist for their pleasure, it exists to provide tools to solve humanitie's problems
Who decreed that? Mathematics predates capitalism and publish-or-perish by a couple of millennia. Euclid’s Elements were not written to benefit the weapons or medical industry.
4 replies →
“ AI will do politics and philosophy””
Incredibly delusional and disconnected from the vast majority of people who are voters.
"AI will do politics"
If only.
They certainly can't do them worse than humans.
1 reply →
I'm pretty sure the "proprietary" part is the gatekeeping.
It's not like every disadvantaged kid now can solve a major problem just by sinking a hundred hours in their ChatGPT 8 instance.
Sure, and sometimes gates are needed. That's why we all run spamfilters, those are definitely gatekeepers.
In this instance however, it's openAI and Anthropic that are pushing people out of the field by running secret models that take the interesting work away and leaves the persons having to review endless slop proofs.
You mean by the companies right?