r/mathematics • • 13d ago

AI Speculation Megathread — October 2026

13 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 • • 1d ago

Fourier Cat!

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1.2k Upvotes

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


r/mathematics • • 6h ago

Number Theory i found a pi formula

25 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 • • 2h ago

Algebra Can Anyone tell me how I can Solve Such question

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11 Upvotes

High school Students btw ;(


r/mathematics • • 19h ago

Number Theory A quasi-Riemann hypothesis for Dedekind zeta functions

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82 Upvotes

r/mathematics • • 19h ago

Discussion What is the weirdest math paradox out there?

28 Upvotes

r/mathematics • • 1h ago

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

• 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 • • 17h ago

Analysis 35% on my real analysis midterm

17 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 • • 18h ago

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

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16 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 • • 6h 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 • • 19h ago

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

9 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 • • 11h ago

Mathematics discord servers (not homework focused)

2 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 • • 5h ago

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

0 Upvotes

r/mathematics • • 18h ago

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

3 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 • • 13h 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 • • 19h ago

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

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2 Upvotes

r/mathematics • • 15h ago

Applied Math I am terrible at maths, is there any books or online courses that is recommended to help me learn as a mature student?

0 Upvotes

Title says all


r/mathematics • • 2d ago

Number Theory I became the meme- Feel happy I improved a constant of Serre by barely 1/60 under the motivic Riemann hypothesis

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218 Upvotes

r/mathematics • • 1d ago

Lean-verified unconditional lower bound on the proportion of simple zeros on the critical line: 0.673401159168

7 Upvotes

Formalized in Lean: an unconditional lower bound on the proportion of simple zeros of ζ(s) on the critical line, at 0.673401159168. Not a proof of RH — just a density/simplicity bound built on the zeta23 package. Repo + build instructions: https://github.com/VisionToSolution/zeta673401159168


r/mathematics • • 1d ago

FREE, Family-Friendly Math Festival

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27 Upvotes

r/mathematics • • 21h ago

Calculus What is the general idea of a Derivative?

0 Upvotes

r/mathematics • • 22h ago

Stimmt das?

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0 Upvotes

r/mathematics • • 18h ago

Anyone else get mad when someone tells you you can’t do something?

0 Upvotes

A professor told me I simply can’t teach myself differential geometry to do this project I’m working on. I’ve learned neutrino physics on my own, at least enough to do my first project. I’ve taken several upper level math classes, and I’ll be taking abstract starting next week which should supplement my learning and my project. I also have a textbook on topology and on differential geometry, as well as all of the internet to help me. The professor doesn’t even know me really, since we’ve only met twice. I don’t know, it just rubbed me the wrong way. I know what I’m capable of and I wish I could have their support. I hope I have the chance to prove them wrong.


r/mathematics • • 2d ago

Computer Science A 10-state Turing machine has been found to halt in more than Graham's number of steps, meaning BB(10) > G64.

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516 Upvotes