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Daniel Litt

@littmath.bsky.social
5.9K followers 285 following 766 posts

Assistant professor (of mathematics) at the University of Toronto. Algebraic geometry, number theory, forever distracted and confused, etc. He/him.

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Daniel Litt @littmath.bsky.social · 28/09/2026
that the mathematical literature as a whole is so reliable comes down to the fact that, over time, we have made an even number of sign errors
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emilyriehl.bsky.social @emilyriehl.bsky.social · 25/09/2026
I was part of a group that met last week to try to propose recommended changes to the structure of math PhD programs in an age of AI. Our report, together with a collection of related resources, is now available here: cmsa.fas.harvard.edu/aimathphd_su...
cmsa.fas.harvard.edu
Summit on PhD Math Education in the Age of AI - CMSA
On September 17–18, 2026 a group of 24 mathematicians met at Harvard to grapple with the changing landscape for mathematics PhD programs in the age of AI. We produced recommendations given […]
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theHigherGeometer @highergeometer.mathstodon.xyz.ap.brid.gy · 25/09/2026
Getting AI tools to help produce artifacts like this, from @littmath , is I think a nontrivial good application: www.daniellitt.com/fermat_fano_real… To my mind this is analogous to how murmurations in number theory were discovered by […] [Original post on mathstodon.xyz]
Artistic rendering of a somewhat transparent algebraic surface with a complicated curve drawn on it that loops around many times, not intersecting itself on the surface, but perspective makes it pass in front and behind itself.
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Daniel Litt @littmath.bsky.social · 14/09/2026
I've written an essay on how I think the mathematics profession should adapt to highly capable AI systems. It's hosted here on "Proofs and Prompts": proofsandprompts.com/2026/09/14/a... though you should also feel free to complain/comment on my website here: daniellitt.com/blog/2026/9/...
proofsandprompts.com
A beginning for mathematics
Daniel Litt, professor at the University of Toronto Three years ago, AI systems could not reliably add two numbers. A year ago, internal models at OpenAI and DeepMind received the equivalent of a g…
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Joel Dodge @weakthinker.bsky.social · 18/09/2026
Daniel Litt the wise AI commentator? I remember when it was Daniel Litt the S-tier shit poster. Just one more thing AI has taken from us.
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Colin @colin-fraser.net · 18/09/2026
this probably feels so good if you're @littmath.bsky.social
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River_Tam @rivertam.bsky.social · 16/09/2026
"Whatever our goals are, we’ve operationalized them primarily through proving theorems. Almost all papers or PhD theses have a main theorem, and ostensibly a proof of it. But it should be clear that the goal of mathematics is not to prove theorems..." proofsandprompts.com/2026/09/14/a...
proofsandprompts.com
A beginning for mathematics
Daniel Litt, professor at the University of Toronto Three years ago, AI systems could not reliably add two numbers. A year ago, internal models at OpenAI and DeepMind received the equivalent of a g…
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Steve Huntsman @stevehuntsman.bsky.social · 15/09/2026
“I think we are at the beginning of an incredible, wonderful explosion of mathematics, and if we value human understanding, there will be more need for human mathematicians than ever before. But the profession will have to change.”
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Daniel Litt @littmath.bsky.social · 14/09/2026
I've written an essay on how I think the mathematics profession should adapt to highly capable AI systems. It's hosted here on "Proofs and Prompts": proofsandprompts.com/2026/09/14/a... though you should also feel free to complain/comment on my website here: daniellitt.com/blog/2026/9/...
proofsandprompts.com
A beginning for mathematics
Daniel Litt, professor at the University of Toronto Three years ago, AI systems could not reliably add two numbers. A year ago, internal models at OpenAI and DeepMind received the equivalent of a g…
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Reposted by Daniel Litt
Daniel Litt @littmath.bsky.social · 11/09/2026
I gave a talk at CMSA on AIxMath on Wednesday. The title ended up a bit unrelated to the content--I rewrote the talk at the last minute for obvious reasons, and talked a bit more about my views on the future of the profession than I expected to. Link: www.youtube.com/watch?v=0wL8...
youtube.com
Daniel Litt | Working with LLMs to do high quality math
YouTube video by Harvard CMSA
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Daniel Litt @littmath.bsky.social · 11/09/2026
I gave a talk at CMSA on AIxMath on Wednesday. The title ended up a bit unrelated to the content--I rewrote the talk at the last minute for obvious reasons, and talked a bit more about my views on the future of the profession than I expected to. Link: www.youtube.com/watch?v=0wL8...
youtube.com
Daniel Litt | Working with LLMs to do high quality math
YouTube video by Harvard CMSA
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theseouldan.bsky.social @theseouldan.bsky.social · 11/09/2026
For a much more positive - and frankly much more informed - view than mine on LLMs in maths, this from @littmath.bsky.social is very good youtu.be/0wL8NlhxXcU?...
youtu.be
Daniel Litt | Working with LLMs to do high quality math
YouTube video by Harvard CMSA
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Daniel Litt @littmath.bsky.social · 10/09/2026
There's been some recent suggestions that recent AIxMath successes have relied on stealing ideas from mathematicians' work in progress. While we can't know for sure what happened, I think the evidence for this is very weak. 1/n
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boarders.bsky.social @boarders.bsky.social · 10/09/2026
mathematics is absolutely enormous and spending any time in any part of it quickly reveals many worthwhile small and interesting questions without immediately satisfying or thorough answers
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Daniel Litt @littmath.bsky.social · 22/07/2026
Maybe too obvious to be worth saying, but: frontier models are now obviously superhuman at some mathematical tasks, including ones that the profession has, historically, rewarded with prestige etc.
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Daniel Litt @littmath.bsky.social · 30/08/2026
Very pessimistic short story about AI and Math (among other things) by Richard Schwartz at Brown University, called "The Fate of the Riemann Hypothesis": www.math.brown.edu/reschwar/Sto...
math.brown.edu
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Daniel Litt @littmath.bsky.social · 28/08/2026
I've been saying for some time that we should use AI systems to produce better work, as opposed to, say, more PDFs. One simple thing we can now do is identify and fix lots of extant errors in the literature. 1/17
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Daniel Litt @littmath.bsky.social · 28/08/2026
I've been saying for some time that we should use AI systems to produce better work, as opposed to, say, more PDFs. One simple thing we can now do is identify and fix lots of extant errors in the literature. 1/17
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Daniel Litt @littmath.bsky.social · 12/08/2026
you may not like it but this is what peak performance looks like
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Daniel Litt @littmath.bsky.social · 11/08/2026
Yesterday I gave a talk at an OpenAI summit on the future of mathematics. I was asked to talk about the bad future, where humans become mathematically disempowered. Here's a blog post based on the talk: www.daniellitt.com/blog/2026/8/...
daniellitt.com
The End of Mathematics — Daniel Litt
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Daniel Litt @littmath.bsky.social · 11/08/2026
Yesterday I gave a talk at an OpenAI summit on the future of mathematics. I was asked to talk about the bad future, where humans become mathematically disempowered. Here's a blog post based on the talk: www.daniellitt.com/blog/2026/8/...
daniellitt.com
The End of Mathematics — Daniel Litt
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Epoch AI @epochai.bsky.social · 31/07/2026
We thank the many mathematicians who proposed problems. We’re also grateful to our editorial board, consisting of @thomasfbloom.bsky.social, @littmath.bsky.social, and Dan Romik, who helped us vet each of the proposed problems. Here are some of their thoughts on the project overall.
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Daniel Litt @littmath.bsky.social · 22/07/2026
Maybe too obvious to be worth saying, but: frontier models are now obviously superhuman at some mathematical tasks, including ones that the profession has, historically, rewarded with prestige etc.
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Daniel Litt @littmath.bsky.social · 07/07/2026
toddler, who has started sprinting in a random direction any time I blink: daddy, the high chair protects me, from running away!
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some-rss-feeds.bsky.social @some-rss-feeds.bsky.social · 06/07/2026
[some-subscribed-rss] New Post: AI Skeptics: Erdos’s Conjecture Was Just the Beginning (with Daniel Litt), by Cathy O'Neil, mathbabe mathbabe.org/2026/07/06/ai-skeptics…
Teaser:

In this latest episode of the AI Skeptics series, Cathy O’Neil sits down with mathematician Daniel Litt for a fiercely spirited conversation about artificial intelligence and the future of pure mathematics. Building on Paul Erdős’s legendary conjectures, they challenge prevailing tech orthodoxy and probe whether AI will genuinely augment human discovery or dangerously misread the foundations of mathematical truth. If you’re curious about where the actual boundaries of algorithmic reasoning lie—and why prominent thinkers are pushing back hard against Silicon Valley hype—listen in to see exactly how this unfiltered debate unfolds.

teaser for https://mathbabe.org/2026/07/06/ai-skeptics-erdoss-conjecture-was-just-the-beginning-with-daniel-litt/
generated by qwen3.6-flash
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Academia on the Line @academiaotl.bsky.social · 02/07/2026
Academia on the Line is now live. Our inaugural episode features Professors Melanie Matchett Wood and Daniel Litt (@littmath.bsky.social) discussing OpenAI's result on the Erdős Unit Distance Problem and what AI may mean for mathematical research. academiaontheline.com
academiaontheline.com
Academia on the Line
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Daniel Litt @littmath.bsky.social · 25/06/2026
One of my projects has taken a turn into really classical algebraic geometry and it’s such a different feeling from my usual mathematics. Kind of a grab-bag of beautiful but sporadic special objects: Cayley octads, various constructions with theta characteristics, etc.
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Daniel Litt @littmath.bsky.social · 01/06/2026
toddler: daddy, maybe when I’m big you’ll shrink down. maybe!
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Daniel Litt @littmath.bsky.social · 29/05/2026
Just added a 15th problem to problemsilike.com! This one is a "non-abelian" analogue of the variational Hodge or Tate conjectures.
Let 𝑓 :𝑋 →𝑆 be a smooth proper morphism of smooth, connected complex algebraic varieties, and fix 𝑠 ∈𝑆. Let 𝕍 be a complex local system on 𝑋, and suppose that 𝕍|𝑋𝑠 is of geometric origin. Is it true that the restriction of 𝕍 to every fiber of 𝑓 is of geometric origin?
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Daniel Litt @littmath.bsky.social · 27/05/2026
problems I like dot com
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Andrea Lathrop @cabernet.bsky.social · 26/05/2026
Cross-posting this from Twitter, because I like it: (by @littmath.bsky.social)
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Daniel Litt @littmath.bsky.social · 23/05/2026
math
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Daniel Litt @littmath.bsky.social · 22/05/2026
3yo daughter: can I kiss you? me: sure kiddo, how come? 3yo: *peck on cheek* because I love you! I want a beard. me: how come? 3yo: because I love beard!
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Daniel Litt @littmath.bsky.social · 22/05/2026
Very challenging to communicate responsibly about this (AIxMath) stuff!
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Daniel Litt @littmath.bsky.social · 21/05/2026
TBH I was pretty torn about contributing to this. In the end I decided that writing something restrained was better than writing nothing.
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arXiv math.CO Combinatorics @mathco-bot.bsky.social · 21/05/2026
Noga Alon, Thomas F. Bloom, W. T. Gowers, Daniel Litt, Will Sawin, Arul Shankar, Jacob Tsimerman, Victor Wang, Melanie Matchett Wood: Remarks on the disproof of the unit distance conjecture arxiv.org/abs/2605.20695 arxiv.org/pdf/2605.20695 arxiv.org/html/2605.20695
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Ryan Moulton @moultano.bsky.social · 20/05/2026
@littmath.bsky.social's commentary, noting that the low hanging fruit here may be because humans were just stuck on the wrong approach, trying to prove it true instead of false. In that sense I wonder how much the model benefits from all of those failed attempts not being part of the training corpus
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Daniel Litt @littmath.bsky.social · 17/05/2026
. @depthsofwikipedia.bsky.social you may enjoy:
A wart on the palm of a hand, with “Will you marry me” written on it.Description
English: This photo is an authentic marriage proposal written by me upon the hand of the woman I loved, unbeknownst to her, and without me knowing there were warts on her hand. I planned the proposal to be given at the performance of Shakespeare's "A Midsummer Night's Dream" that we attended. I felt that it was the most magical of opportunities to ask for her hand in marriage. At intermission, I took her hand and wrote the proposal in her palm. She did not know what I was writing or drawing. I did not have a ring so I drew an engagement ring on her finger then had a ring created according to the drawing on her finger. Obviously, I later realized the photo was the perfect representation of the quote, "Will you marry me warts and all."
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Daniel Litt @littmath.bsky.social · 12/05/2026
And we have our first proposed solution, to problem #6! I think it is quite likely to be correct, though I am still checking details. I would characterize the solution (produced by GPT 5.5 Pro, prompted by @thomasfbloom.bsky.social as "literature search plus epsilon"). See my preregistered comments:
Let 𝑋 be a smooth projective variety over a perfect field 𝑘 of characteristic 𝑝 >0. Let ℰ be an ample vector bundle on 𝑋 and 𝒢 a coherent sheaf on 𝑋. Let 𝐹 :𝑋 →𝑋 be the absolute Frobenius morphism. Is it necessarily the case that for all 𝑖 ≥rk⁡(ℰ), we have
𝐻𝑖⁡(𝑋,(𝐹𝑛)∗⁢ℰ⊗𝒢)=0
for 𝑛 sufficiently large?General remarks

Following the terminology of [A04b], this question asks for a computation of the "Frobenius amplitude" of an ample vector bundle in positive characteristic. The notion is motivated by the algebraic proof of Kodaira vanishing in [DI87], due to Raynaud.

The main result of [A04b] shows that, given 𝑋 in characteristic zero, ℰ be an ample vector bundle on 𝑋 and 𝒢 a coherent sheaf on 𝑋, there exists a spreading out of the data (𝑋,ℰ,𝒢) such that modulo almost all primes, the vanishing in the problem statement holds. In positive characteristic, the desired vanishing is only known under strong liftability assumptions [L19], namely that rk⁡(ℰ) <char⁡(𝑘), and that 𝑋 admits a lift 
˜
𝑋
 to 𝑊2⁡(𝑘) such that ℰ(𝑝𝑁) lifts to 
˜
𝑋
 for some 𝑁 >0. While this yields some pleasant applications the hypotheses are likely not optimal.

Formalizability

I am not sure if this statement can be formalized given the current state of MathLib.
Some speculation on the problem's difficulty

This is certainly an attention-bottlenecked problem, and I would not be surprised if an answer was already implicit in the literature (or accessible to a frontier model). My expectation is that the answer to the question as asked is "no," though it would be nice to know optimal hypotheses under which the answer is positive.

Comments on interest

The question mostly comes from idle curiosity; as far as I know it has no important consequences.
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Daniel Litt @littmath.bsky.social · 12/05/2026
New project: problemsilike.com, a website collecting open problems that I, personally, like, with comments on their context, difficulty, and interest.
Conjecture 1.1.1 of "Algebraicity and integrality of solutions to differential equations."
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Daniel Litt @littmath.bsky.social · 05/05/2026
I'm facilitating the FrontierMath: Open Problems workshop in Toronto. If you're a research mathematician in the area I encourage you to apply!
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Daniel Litt @littmath.bsky.social · 24/04/2026
New paper just dropped, joint with Thomas Krämer and Marco Maculan. It's about a (somewhat mysterious, to me) connection between cubic threefolds and the exceptional Lie group E_6. 1/n
E6-local systems from cubic threefolds
Thomas Krämer, Daniel Litt, Marco Maculan
We produce infinitely many local systems on (level covers of) the moduli space of smooth cubic threefolds, with algebraic monodromy group equal to the exceptional group E6. These local systems arise in the middle cohomology of abelian étale covers of the Fano scheme parametrizing lines in the universal cubic threefold.Real points of the Fano surface of lines on the Fermat cubic.
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Daniel Litt @littmath.bsky.social · 26/04/2026
enjoy that sunset while you can—soon a swarm of superintelligent AI agents will be able to appreciate it more rapidly and efficiently than you ever could
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Daniel Litt @littmath.bsky.social · 24/04/2026
The lines on a cubic threefold are parametrized by a (complex) surface, whose real points are pictured below in the case where the cubic threefold is cut out by the equation x_0^3+x_1^3+x_2^3+x_3^3+x_4^3=0. You can play with it yourself here: chocolitt.github.io/fermat_fano_... 6/n
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arxiv math.AG @arxiv-math-ag.bsky.social · 24/04/2026
Thomas Kr\"amer, Daniel Litt, Marco Maculan $E_6$-local systems from cubic threefolds arxiv.org/abs/2604.20970
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Daniel Litt @littmath.bsky.social · 24/04/2026
New paper just dropped, joint with Thomas Krämer and Marco Maculan. It's about a (somewhat mysterious, to me) connection between cubic threefolds and the exceptional Lie group E_6. 1/n
E6-local systems from cubic threefolds
Thomas Krämer, Daniel Litt, Marco Maculan
We produce infinitely many local systems on (level covers of) the moduli space of smooth cubic threefolds, with algebraic monodromy group equal to the exceptional group E6. These local systems arise in the middle cohomology of abelian étale covers of the Fano scheme parametrizing lines in the universal cubic threefold.Real points of the Fano surface of lines on the Fermat cubic.
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Daniel Litt @littmath.bsky.social · 22/04/2026
Just submitted my 32nd paper to arXiv! Teaser: chocolitt.github.io/fermat_fano_...
chocolitt.github.io
Fermat Fano Surface
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Daniel Litt @littmath.bsky.social · 12/04/2026
Slay the Spire 2 is incredibly good
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Daniel Litt @littmath.bsky.social · 08/04/2026
my wife: *brings toddler a bowl of berries* me: isn’t mommy so nice? toddler: i’m nice too! *gives me a berry* me: yes, you’re nice too toddler: *shakes head* i JUST SAID that
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Daniel Litt @littmath.bsky.social · 31/03/2026
Toddler learned that I am lactose-intolerant and is concerned about it. About 3 times a day, she asks, “Daddy, does cow’s milk make you sick?” “Yes.” And then I get to hear a new list of things she really likes that might be dairy: “Does ice cream make you sick? Pizza? Kiwis?”
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