r/mathematics • • 14d ago

AI Speculation Megathread — October 2026

12 Upvotes

AI Speculation Megathread — The Future of AI and Mathematics

Use this thread for speculative discussion about artificial intelligence and mathematics.

This includes questions and discussion such as:

  • Will AI eventually replace mathematicians?
  • How will AI change mathematical research?
  • What might future AI systems be capable of?
  • What are the implications of AGI for mathematics?
  • How will AI affect mathematics education or the profession?
  • What are the limitations of current AI systems?
  • Predictions about when AI may reach particular mathematical capabilities
  • Philosophical discussion about AI, reasoning, creativity, proof, and mathematical understanding

Please distinguish between what current systems have actually demonstrated and predictions about what future systems may be able to do.

Because of the volume of AI discussion, posts primarily devoted to these subjects will generally be redirected to this megathread rather than approved as standalone submissions.

Concrete new research results and demonstrated AI capabilities belong in the AI Breakthroughs & Research Megathread instead.


r/mathematics • • Sep 01 '26

AI Breakthroughs & Research Megathread — September 2026

18 Upvotes

AI Breakthroughs & Research Megathread — New Results in AI and Mathematics

Use this thread for concrete developments in artificial intelligence that are relevant to mathematics.

Appropriate topics include:

  • New AI systems demonstrating mathematical capabilities
  • AI theorem proving and formal proof
  • AI-assisted mathematical discoveries
  • New research papers or preprints
  • Significant benchmark results
  • Improvements in mathematical reasoning
  • Systems such as AlphaGeometry, AlphaProof, or similar research
  • Other developments that materially change what AI systems have demonstrated they can do mathematically

When possible, please include a link to the original paper, preprint, research announcement, or other primary source and briefly explain why the result is mathematically significant.

This thread is intended for actual results and developments, not predictions about where AI may eventually lead. Speculation about the future of AI and mathematics belongs in the AI Speculation Megathread.

Particularly significant developments may be approved by the moderators as standalone posts.


r/mathematics • • 13h ago

Algebra Can Anyone tell me how I can Solve Such question

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47 Upvotes

High school Students btw ;(


r/mathematics • • 17h ago

Number Theory i found a pi formula

70 Upvotes

I was playing around with number strings and noticed a really strange pattern. If you break consecutive numbers into groups that grow by one each time, a math magic trick happens where Pi (π) suddenly appears.

Here is how the grid starts:

* Group 1: 1

* Group 2: 2, 3

* Group 3: 4, 5, 6

* Group 4: 7, 8, 9, 10

* ...and so on.

Let's take Group 4 (7, 8, 9, 10) as an example. The size of this group is 4 numbers.

Now, pick each number in the group and find the absolute differences between it and all the other numbers in the same group, then add those differences up:

* For 7: The differences to 8, 9, and 10 are 1, 2, and 3. (1 + 2 + 3 = 6)

* For 8: The differences to 7, 9, and 10 are 1, 1, and 2. (1 + 1 + 2 = 4)

* For 9: The differences to 7, 8, and 10 are 2, 1, and 1. (2 + 1 + 1 = 4)

* For 10: The differences to 7, 8, and 9 are 3, 2, and 1. (3 + 2 + 1 = 6)

Next, take the reciprocal (1 divided by the sum) for each number, and add them all together:

* (1/6) + (1/4) + (1/4) + (1/6) = 0.8333

Finally, multiply that total by the size of the group (which is 4):

* 0.8333 × 4 = 3.3333

Here is the crazy part: As you go deeper down the grid and the groups get bigger, this final number locks directly onto Pi (3.14159...)!

* With a group size of 10, the answer is 3.1709

* With a group size of 100, the answer is 3.1418

* With a group size of 1,000, the answer is 3.14159


r/mathematics • • 10h ago

Discussion Is it just me or the sub has really gone silent?

11 Upvotes

So for a while now,I have been seeing not many people being active on this sub as before. You can only find them under a new open problem proof, is this the observation with you guys too or am I missing something?

Also,it would be great if you can share your thoughts on other experiences of yours also related to this sub lately along these lines :)


r/mathematics • • 1d ago

Fourier Cat!

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1.4k Upvotes

Just create a cat with Fourier series.
I feel like understanding concept by visualization really helps!


r/mathematics • • 28m ago

What’s suddenly so interesting about math and math equations?

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• Upvotes

r/mathematics • • 48m ago

Can I use Lotka-Volterra Model for my Maths Extended Essay IBDP?

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• Upvotes

r/mathematics • • 3h ago

Artificial Intelligence I want to learn mathematics, physics, programming, and AI, but AI itself is making me question the point of learning anything.

0 Upvotes

I genuinely want to learn mathematics, physics, programming, computer science, and AI. I want to build a career in computer science, pursue AI research, and hopefully do a PhD someday. But lately, I've been feeling increasingly demotivated.

The problem is that I rely on AI to learn almost everything. Whenever I have a question, I ask GPT. Whenever I don't understand a concept, I ask AI to explain it. And the more I learn this way, the more I wonder: What's the point of learning anything when AI will always know more than I ever could?

Even the most basic AI models seem to possess more knowledge than I could acquire in a lifetime. And with new models becoming increasingly capable, I keep wondering whether the knowledge I'm working so hard to gain will even matter in the future.

With GPT-6, Claude Opus 5.5, Gemini 4, and other models competing to become more capable, it feels like the gap between human intelligence and AI capabilities will only continue to grow.

I want to understand the mathematics behind AI, learn physics, become a better programmer, and contribute to actual research. But sometimes I question why I'm putting in the effort when AI can explain concepts faster, write code better, and potentially solve problems that I might spend years learning to solve myself.

And even when I genuinely want to learn, I'm confused about what I should prioritize learning and whether any of it will remain valuable by the time I become proficient.

I'm not necessarily saying that learning is useless. I genuinely love the idea of understanding how things work. But I'm struggling to reconcile that curiosity with the feeling that AI might eventually outperform me at almost everything I want to become good at.

For those of you studying computer science, mathematics, physics, or AI, how do you deal with this feeling? How do you stay motivated to learn when AI is advancing so rapidly? Do you think deep technical knowledge will still matter for people pursuing AI research and PhDs, or should we be approaching learning differently now?


r/mathematics • • 4h ago

I want to ask that for csir net mathematics, best online coaching , books and resources , strategy and how much time to prepare.Anyone who qualified csir net mathematics please guide me ?

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0 Upvotes

r/mathematics • • 8h ago

Discussion What does research look like in stochastic analysis ?

2 Upvotes

As the title states, also how complex can it get?


r/mathematics • • 1d ago

Number Theory A quasi-Riemann hypothesis for Dedekind zeta functions

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92 Upvotes

r/mathematics • • 6h ago

Calculus Is it weird that I only understood why e is special when I saw d/dx of a^x = a^x · (a^h − 1)/h? Base 2 gives 0.693, base 3 gives 1.099, so somewhere between them the constant has to be exactly 1. Why did nobody teach it this way in school?"

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0 Upvotes

r/mathematics • • 1d ago

Analysis 35% on my real analysis midterm

26 Upvotes

How can I study this course better? I prepared for this exam weeks in advance and am devastated by this grade. Any resources are appreciated. I’m crashing out.


r/mathematics • • 1d ago

Discussion What is the weirdest math paradox out there?

32 Upvotes

r/mathematics • • 12h ago

Logic What's the point of taking core mathematics with commerce?

0 Upvotes

Yeah so I have this question as a non math student in commerce but I have friends who have taken applied math and I can understand the reason but the thing is that they were upset because my school didn't give the option of taking core math with commerce and I was confused asf like why do you want to do trigonometry etc what's the point? Can people here tell me the reason 🤔.


r/mathematics • • 1d ago

Mathematical visualization of how every finite state integer mapping function eventually reaches a cycle

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20 Upvotes

Source: The graph is computed exhaustively. Each state is five digits (a, b, c, d, e), each 0–9, so there are 100,000 states. The rule shifts every value one place left and computes a new last value, a⁴ − (a³ >> 6), kept to one digit (mod 10). Here >> is a bit shift, so a³ >> 6 means a³ divided by 64, rounded down. Every state has exactly one successor, and with finitely many states every starting point must eventually repeat, so each state ends up in a cycle.

Tools: A small open-source web app I wrote (React, Vite, Canvas). It enumerates all states, finds every cycle, and draws each cycle as a ring with the states that lead into it as trees around it. The layout is crossing-free.

How to read it:

  • Each connected shape is one cycle plus everything that drains into it.
  • Colour is the length of the cycle (legend at the bottom).
  • Brightness fades with distance from the cycle.
  • For this map there are 340 cycles in total, the longest of length 10.

You can type your own formula and explore: https://exxliang193.github.io/FunctionalGraphExplorer/ Code: https://github.com/ExxLiang193/FunctionalGraphExplorer

I started this after noticing a long time ago that adding the last two digits of a number string and appending the sum always ends up repeating.


r/mathematics • • 21h ago

Mathematics discord servers (not homework focused)

4 Upvotes

Are there any good mathematics discord servers that are more focused on math discussion/research than homework help? I just joined the first math server I could find and was a bit dismayed to discover it is filled with hapless students. Is there anything better?


r/mathematics • • 1d ago

Discussion If someone asks you “what’s the cons of learning maths” what would you say?

13 Upvotes

Learning maths is cool. It’s basically fundamental to EVERYTHING but I’m wondering what are the cons of it that isn’t so talked about


r/mathematics • • 17h ago

An atypical magic square with 13 cells and three constants

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0 Upvotes

This rather surprising 4x4 magic square features 13 cells that revolve around three constants: 11, 13, and 15. By extension, 24 (11 + 13) and 28 (15 + 13) also appear.

I do not think I have discovered everything in this magic square, which is why I am asking for your help.


r/mathematics • • 7h ago

Discussion Trying to disprove a known proof

0 Upvotes

So, the proof in question is simplified (look, I know just enough to get into trouble) as .9 repeating is equal to 1. And the reason for that is because there's no number in-between 1 and .9 repeating, as well as 3/3 is equal to both .9 repeating and 1.

So now that we have that explained, now to follow another train of logic, which is the concept of infinity, or more specifically the concept of infinity+1, as we all should know about the infinite hotel concept, I shall paraphrase. The infinite hotel goes as such "you have an infinite hotel with infinite rooms, they are all booked, someone comes in and asks for a room, you get the idea to move everyone one room over, thus giving you a free room to house the new guest, which comes out to mathematically, infinity+1."

With those two concepts given, my proposed proof is this, you could have a number in-between 1 and .9 repeating if you do this equation, ".9 repeating+.0 repeating9" (I apologize for the formating, mobile isn't the best)". Why does this not work? I do realize that my idea is very elementary at best, but I am very curious in the explanation (due to my elementary understanding of infinity and the such).

Edit: I had a full misunderstanding on .999... (I learned a better way to display it) and how Hilbert's Hotel works, thank you guys for explaining it better than how've I been explained prior


r/mathematics • • 1d ago

I don’t know what path/track of mathematics to pursue

4 Upvotes

I’m in my second year of community college and I’m preparing to transfer to a university. Math majors usually have pick a track they wish to follow (Pure, Applied, Statistics, Secondary teaching, and Computational Mathematics), and I honestly don’t know which to choose.

I feel like I haven’t really explored to any of the areas so choosing feels pretty difficult for me. I originally wanted to double major in physics, but I haven’t taken a formal physics class yet (it’s a very long story, but summarizes to scheduling issues). My old elementary school teacher (she also majored in mathematics) said I should look into statistics.

I honestly don’t what would be best for me. I do wish to go to graduate school, but don’t intend on remaining in academia. I originally wanted to do pure mathematics (simply because I thought it was cool and interesting), but I’d rather not do something I’ll later come to regret.

How did you choose your path and what’s the best way to learn about each field (Mainly pure, applied, and statistics)?


r/mathematics • • 15h ago

Geometry Does this effectively convert a circle into a parabola? (r=radius)

0 Upvotes

r/mathematics • • 1d ago

Is deriving and proofing Bessel's Method inverse (Geodesy) realistic for a Grade 11 to use Math Extended Essay (research paper)?

0 Upvotes

I’m in Grade 11 and looking into Bessel's method (solving the inverse geodesic problem on an ellipsoid) for a math research paper to find the shortest possible distance between two points on earth.

My original goal was to completely derive, prove, and evaluate the method by myself. However, looking at the math, it seems to rely heavily on university-level topics like differential geometry, elliptic integrals, and the Calculus of Variations (Euler-Lagrange).

Is it realistic for a strong high schooler to teach themselves this level of math for a paper, or is the learning curve too steep?

If the full derivation is too much, would coding the algorithm in Python and evaluating its accuracy/convergence against simpler methods (like Haversine) still be complex enough for a top-tier high school math paper?

Appreciate any advice or insights!


r/mathematics • • 1d ago

Do you like Maths ? And LEGO ? 👉 Measuring Surface with LEGO : Simple Planimeter

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2 Upvotes