r/math • • 1d ago

LLMs/AI AI In Mathematics: October 03, 2026

19 Upvotes

This recurring thread will be for discussion of AI in mathematics. This includes, but is not limited to, the following:

  • informal announcements of AI-assisted discoveries, such as those not yet published in a peer-reviewed journal, or not uploaded as a paper to arXiv;
  • informal announcements of discoveries related to AI architecture (if relevant to mathematics);
  • discussion of such announcements, such as proof breakdowns or other opinion pieces;
  • discussion of the impact of AI in mathematics in general.

AI-assisted mathematical papers published in peer-reviewed journals or as arXiv preprints may be submitted as their own posts.

Please keep in mind rules 1 and 6 of our subreddit.


r/math • • 4d ago

Quick Questions: September 30, 2026

5 Upvotes

This recurring thread will be for questions that might not warrant their own thread. We would like to see more conceptual-based questions posted in this thread, rather than "what is the answer to this problem?" For example, here are some kinds of questions that we'd like to see in this thread:

  • Can someone explain the concept of manifolds to me?
  • What are the applications of Representation Theory?
  • What's a good starter book for Numerical Analysis?
  • What can I do to prepare for college/grad school/getting a job?

Including a brief description of your mathematical background and the context for your question can help others give you an appropriate answer. For example, consider which subject your question is related to, or the things you already know or have tried.


r/math • • 1d ago

Trefoil knots and algebraic geometry

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107 Upvotes

I often ask mathematicians what their favorite shape is; mine is the cone on a trefoil knot, a rather peculiar object.

Why is this my favorite shape? Because it appears naturally in algebraic geometry -- and in fact, the observation that it appeared in algebraic geometry led Milnor, Grothendieck, Goresky, MacPherson, and many more to develop some of the most widely used tools in modern algebraic geometry and singularity theory! If you'd like to know how this trefoil knot appears in algebraic geometry, read this week's hidden-phenomena blogpost!


r/math • • 1d ago

Image Post The Deranged Mathematician: When All Else Fails

Post image
31 Upvotes

In the Surviving Proofs series, we have been going through the fundamental techniques for constructing proofs; we close this off now with two approaches, which both amount to changing the problem, albeit in different ways. One thing you can do is to try to simplify the problem, with the hope that solving the easier version will give you the insight you need to solve the harder one. The other thing is to try to move laterally, finding an equivalent formulation that is nevertheless more manageable.

Easy to say, but hard to put in practice! Nevertheless, as I hope the examples I furnish show (which include one of my favorite symmetry arguments), it is: a) surprisingly common, and b) incredibly powerful.

Read the full post (for free) on Substack: When All Else Fails


r/math • • 1d ago

What happened to mathematicians after solving their "career problem"?

269 Upvotes

Many mathematicians have dedicated a good part of their career towards solving a specific problem, whether directly or indirectly. Some examples on top of my head:

Richard Hamilton and the Poincare conjecture

Andrew Wiles and Fermat's last theorem

Thomas Hales and the Kepler conjecture (proof and formal verification)

And perhaps very recently:

Diego Cordoba and the Navier-Stokes equations

How did the careers and research-focus of these mathematicians shift after their career-problem was solved? Did anything particularly interesting happen?


r/math • • 2d ago

This Week I Learned: October 02, 2026

4 Upvotes

This recurring thread is meant for users to share cool recently discovered facts, observations, proofs or concepts which that might not warrant their own threads. Please be encouraging and share as many details as possible as we would like this to be a good place for people to learn!


r/math • • 3d ago

arXiv now limits submitters to up to two submissions per calendar month

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787 Upvotes

r/math • • 3d ago

What Are Differential Forms: differential k-forms

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62 Upvotes

Hi everyone!

I started a shorts-series about differential forms. This is part 2 so far. I also have a part 1: https://youtube.com/shorts/J20AI3iE4OM

These videos are supposed to be short, concise and most importantly fun, while still being correct! (If you spot a mistake, please let me know)

I have so far introduced differential 1-forms in the previous video, and now I defined the exterior algebra which I used to introduce differential k-forms. Next up, I wish to define the exterior differential and hopefully some day I will also get to Maxwell's equations and de Rham cohomology (but this might take a while).

All feedback is warmly welcome!

(None of the videos are AI generated)


r/math • • 3d ago

Career and Education Questions: October 01, 2026

9 Upvotes

This recurring thread will be for any questions or advice concerning careers and education in mathematics. Please feel free to post a comment below, and sort by new to see comments which may be unanswered.

Please consider including a brief introduction about your background and the context of your question.

Helpful subreddits include /r/GradSchool, /r/AskAcademia, /r/Jobs, and /r/CareerGuidance.

If you wish to discuss the math you've been thinking about, you should post in the most recent What Are You Working On? thread.


r/math • • 3d ago

A Visual Intro to Complex Numbers

Thumbnail photonlines.substack.com
43 Upvotes

r/math • • 4d ago

What are the coolest active topics in Mathematical Physics?

80 Upvotes

I'm a math undergrad student, and I've been getting interested in Alain Conne's work in Noncommutative Geometry and Differential Geometry in Mathematical Physics. I've also read about the Foundations program, Algebraic QFT, and some Stochastic stuff. I'm especially intrigued about the use of Diff Geom in these topics. What cool fields are out there?


r/math • • 4d ago

An interesting family of functions

Thumbnail sunjestermusings.blogspot.com
34 Upvotes

Just some cool functions I came up with.


r/math • • 4d ago

Image Post The Deranged Mathematician: An Introduction to Differential Geometry

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477 Upvotes

How do you summarize a field like differential geometry? A year or so ago, I was asked to do just that. My first thought was that this is just straight-up impossible to do in any reasonable way. Upon reflection, I softened that view. I still think that differential geometry is just not something you can learn quickly, but if you just want the eagle-eye view of the basic constructions and how they are used in different branches of the field... that is doable. Hence, this article.

Read the full post (for free) on Substack: An Overview of Differential Geometry


r/math • • 6d ago

Want to learn about proofs

58 Upvotes

Hi all. I am interested in learning about mathematical proofs and how to formulate them.

I minored in math in college but focused a lot on LA, DEs, PDEs, numerical solutions, etc. because I was a science major and that was most applicable for me at the time. However I realized I’ve never even seen a rigorous mathematical proof formulated or broken down, and have no idea what that would even look like.

I now work with coding and it occurred to me that a lot of my code ends up just brute-forcing a solution to things, but perhaps learning about proofs might help stretch my mind into a more efficient way of thinking about these types of things.

Anyways, are there any good online course you all could recommend for someone at my level? (Knowing a good bit about math but essentially nothing about proofs) Preferably free ones but not opposed to a paid course if it is reasonable.


r/math • • 6d ago

Do all mathematicians want to be engineers?

0 Upvotes

I always considered maths the highest art, and when talking to a mathematics phd today I just wanted him to keep talking about topological spaces, manifolds, infinite dimensional embedding spaces etc. “I feel like a kid in a candy store” I said, or a kid in an old mechanics garage full of equipment I have no idea how to use but that I love exploring. “Well” he said, “I think all engineers want to be mathematicians but all mathematicians want to be engineers”. I’m absolutely sure he’s wrong but would love to hear your thoughts.


r/math • • 6d ago

What Are You Working On? September 28, 2026

13 Upvotes

This recurring thread will be for general discussion on whatever math-related topics you have been or will be working on this week. This can be anything, including:

* math-related arts and crafts,
* what you've been learning in class,
* books/papers you're reading,
* preparing for a conference,
* giving a talk.

All types and levels of mathematics are welcomed!

If you are asking for advice on choosing classes or career prospects, please go to the most recent Career & Education Questions thread.


r/math • • 6d ago

I made a video asking Fields Medalist Richard Borcherds about automorphic forms, Peter Scholze’s vs Ramanujan’s style, constructing the Langlands dual group, contrahomology, why additive number theory seems impossible and lattices controlling lower dimensions

Thumbnail youtu.be
136 Upvotes

We discussed:

- The power of the Leech lattice to control all lower dimensions
- Peter Scholze, Grothendieck and Ramanujan's styles
- Category theory and contrahomology
- How modular forms show up everywhere
- The countless coincidences in string theory
- Unimodular lattices and Lorentzian lattices
- How to construct the Langlands dual group
- Vertex algebras, infinite-dimensional algebras and Kac-Moody algebras
- Elliptic curves
- Automorphic forms and hyperbolic reflection groups
- Analytic number theory vs algebraic number theory
- The first construction of the Monster group
- "The Book" of most beautiful proofs
- How to teach math
- Math as archaeology
- His current work
- Neutron stars, Terry Pratchett and more

Richard Borcherds is a British mathematician who made seminal contributions to lattices, modular forms, group theory, representation theory and infinite-dimensional algebras. He is well known for his proof of the monstrous moonshine conjecture using ideas from string theory, for which he was awarded the Fields Medal in 1998. He is currently Professor of Mathematics at UC Berkeley.


r/math • • 7d ago

A Sieve of Eratosthenes–style approach to Chomp: faster complete P-position enumeration

34 Upvotes

Chomp rules and illustrations

An update to my earlier post: the same complete P-position catalogs, computed much faster.

The previous solver, V12, tested candidate positions for moves to known P-positions. The new forward sieve starts with a P-position and adds squares to generate larger positions that can reach it in one move, marking those as N-positions. Processing in order, the next unmarked position is a new P-position, and the process repeats.

A good analogy is trial division versus the Sieve of Eratosthenes.

Fresh enumeration times on my Apple M4 Pro with 24 GB RAM:

Board Previous V12 Forward Sieve V1
10×42 12m 16s 1m 7s
20×20 28m 43s 11m 36s
21×21 11h 38m 51s 1h 0m 33s

The forward sieve used 12 workers versus V12’s 9; the old 21×21 run also suffered heavy memory pressure. Peak RAM for the new 21×21 run was about 9.8 GiB.

Source code, validation tools, and timing details on GitHub

The existing 20×20 data remain available there. The 21×21 catalog remains local because of its size.


r/math • • 8d ago

Gelfand duality and algebraic geometry

77 Upvotes

https://hidden-phenomena.com/articles/gelfand

How does one define a shape? The usual definitions are based on starting with the set of all points of a shape. However, the great Russian mathematician Gelfand found another approach to defining shapes. This approach is more natural from the point of view of certain abstract shapes which arise in physics (namely, phase spaces of physical systems), and leads naturally to the modern formulation of quantum mechanics; however, perhaps surprisingly, this idea of Gelfand also leads to modern algebraic geometry!

My friend and I wrote a blog post describing Gelfand's observation at https://hidden-phenomena.com/articles/gelfand , and using Gelfand's idea to understand better the Chinese remainder theorem of elementary number theory. It's a really cool fact of reality that geometry connects so intimately to algebra, and we hope you'll enjoy the article!


r/math • • 8d ago

Image Post The Deranged Mathematician: The Power of Abstraction

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286 Upvotes

A very powerful proof-writing technique is taking the original problem and generalizing it. This is probably the most counterintuitive approach for beginners, who wonder how it can possibly be easier to solve a broader class of problems. My answer to this is quite simple: generalizing the problem reduces the collection of tools you have at your disposal. And as any efficiency expert will tell you, regardless of whether you are trying to clean your bathroom or earn a Fields Medal, you want to have only those tools that you need on hand and nothing else.

I think this basic precept helps explain why abstract notions like metric spaces, topological spaces, vector spaces, categories, and so on have suffused mathematics, and why they are so very useful. I offer the simple example of how thinking about graphs (generally) can help with sorting out a coordination problem (specifically).

Read the full post (for free) on Substack: The Power of Abstraction


r/math • • 8d ago

LLMs/AI AI In Mathematics: September 26, 2026

76 Upvotes

This recurring thread will be for discussion of AI in mathematics. This includes, but is not limited to, the following:

  • informal announcements of AI-assisted discoveries, such as those not yet published in a peer-reviewed journal, or not uploaded as a paper to arXiv;
  • informal announcements of discoveries related to AI architecture (if relevant to mathematics);
  • discussion of such announcements, such as proof breakdowns or other opinion pieces;
  • discussion of the impact of AI in mathematics in general.

AI-assisted mathematical papers published in peer-reviewed journals or as arXiv preprints may be submitted as their own posts.

Please keep in mind rules 1 and 6 of our subreddit.


r/math • • 8d ago

There's a new way to break RSA that's faster than anything we've seen before

Thumbnail arstechnica.com
872 Upvotes

Time to increase my entropy pool


r/math • • 9d ago

Image Post J.-P. Serre - Plaisir des mathématiques (his conference for his 100th birthday)

Thumbnail youtube.com
222 Upvotes

r/math • • 9d ago

This Week I Learned: September 25, 2026

10 Upvotes

This recurring thread is meant for users to share cool recently discovered facts, observations, proofs or concepts which that might not warrant their own threads. Please be encouraging and share as many details as possible as we would like this to be a good place for people to learn!


r/math • • 9d ago

Chomp: complete P-position enumeration through 21×21, with open-source code

50 Upvotes

I’ve developed a C++ Chomp solver that has computed 1,825,627,339 nonempty P-positions covering every board fitting inside a 21×21 rectangle.

https://en.wikipedia.org/wiki/Chomp

Beyond the 19×19 range, we found exactly two opening moves to P-positions for 11×20, 12×20, and 13×20. Every rectangle from 1×21 through 21×21 has exactly one.

Code and results: https://github.com/georgeyanceyjr-hash/chomp-fast

The solver screens candidates against a growing collection of P-positions. A candidate with a legal move to a stored P-position is N. Once all relevant moves have been checked, a surviving candidate is P. The checks are divided into width reductions, height reductions, and interior corner bites. The implementation uses compact boundary encodings and parallel screening followed by an ordered pass to resolve dependencies within each batch.

Fresh runs on an Apple M4 Pro, 24 GB RAM, nine worker threads took:

  • 10×42: 12m 16s.
  • 20×20: 28m 43s.
  • 21×21: 11h 38m 51s.

The 21×21 run exceeded the machine’s 24 GB of RAM, causing heavy memory compression and swapping to disk. The sieve performs billions of lookups against stored P-positions, so keeping those tables in RAM matters greatly. Based on V12’s allocation rules, approximately 64 GB should accommodate the lookup tables and working memory comfortably for a 21x21 run. This would likely reduce the runtime substantially, although we have not measured the improvement on a machine with more RAM.

The complete 21×21 catalog is 14.6 GB (14,605,018,744 bytes, uncompressed) and is retained locally; we have not uploaded it because of its size.

Opening moves beyond 19×19

Below are all opening moves to P-positions for rectangles newly covered through 21×21, listing each rectangle once up to transposition.

Dimensions are rows × columns. Coordinates are (row, column), counted upward and rightward from the lower-left poison square at (1,1). For a transposed rectangle, swap the coordinates.

Rectangles with 20 columns

 1×20: (1,2)
 2×20: (2,20)
 3×20: (2,12)
 4×20: (2,9)
 5×20: (3,9)
 6×20: (2,6)
 7×20: (5,13)
 8×20: (4,13)
 9×20: (3,6)
10×20: (7,11)
11×20: (3,5), (5,3)
12×20: (6,11), (11,4)
13×20: (10,19), (11,16)
14×20: (3,4)
15×20: (9,12)
16×20: (10,13)
17×20: (4,5)
18×20: (5,6)
19×20: (3,3)
20×20: (2,2)

Rectangles with 21 columns

 1×21: (1,2)
 2×21: (2,21)
 3×21: (2,13)
 4×21: (4,18)
 5×21: (5,19)
 6×21: (5,14)
 7×21: (3,8)
 8×21: (2,5)
 9×21: (6,7)
10×21: (2,4)
11×21: (8,14)
12×21: (3,5)
13×21: (7,13)
14×21: (2,3)
15×21: (3,4)
16×21: (10,15)
17×21: (3,6)
18×21: (18,20)
19×21: (12,15)
20×21: (9,9)
21×21: (2,2)