Many of us intuitively feel that the field of mathematics is going to change, so let's unpack the likely outcomes, without resorting to hyperbole or doomerism.
From @emilyriehl on the #aboutlogic podcast (w/ @DenizPhiMa):
"I much prefer to interact with an autoformalisation agent than a large language model in discussing mathematics, because the large language models will feed you a lot of bullshit ..."
"I came up with my own
We are very happy that Emily Riehl @emilyriehl joined or little podcast #aboutlogic and talked about higher categories, synthetic mathematics, formalization and much more.
youtu.be/4MQbd5wTlI8?si…
Happy to share that our paper
“Mapping Uncharted Symmetries: Machine Discovery in Combinatorics”
has been accepted to the ICML 2026 AI4Math Workshop.
We study AI for discovery in algebraic combinatorics, with verification in @leanprover using @HarmonicMath’s Aristotle.
1/11
Oh and Kim Morrison used Claude + Aristotle + Codex to formalize the negation of the Erdos unit distance conjecture: github.com/kim-em/erdos-u…
It's nice to see that this was built on top of PNT+; so despite the fact that we haven't been able to upstream it to Mathlib (the Residue
JUST IN: Aristotle claims the top spot in lean-eval, the Lean AI formalization leaderboard!
Aristotle is getting stronger and more capable by the day, try it out for your formalization needs.
Happy to share that our paper
“Mapping Uncharted Symmetries: Machine Discovery in Combinatorics”
has been accepted to the ICML 2026 AI4Math Workshop.
We study AI for discovery in algebraic combinatorics, with verification in @leanprover using @HarmonicMath’s Aristotle.
1/11
NOW LIVE: Ask Mode for Aristotle Agent
Get real-time insights into your agent's work without interrupting its execution with Ask Mode.
If you need to change direction rather than just ask questions, Instruct Mode is still active to let you steer mid-run. Try it out and let us
We at Protocol Snarkification - me and @alexanderlhicks, plus about 30 or so external collaborators - are working hard with formal verification to ship the highest-assurance zkVMs possible. (see end of thread for collaborators) (1/n)
As we discussed with @VitalikButerin on our Fireside, formal verification is a big positive outcome from AI that will more than counterbalance the effects of AI finding new bugs.
I am strongly supportive of math AI tools like Aristotle from @HarmonicMath driving this forward.
Mathematical superintelligence is nearer by the day.
Wouter van Doorn presented at NYNTS how he used Aristotle to tackle an important unsolved problem in number theory.
Check it out here: youtu.be/7G6B0w8Quok
Today at the New York Number Theory Seminar, Wouter and Pietro were discussing their new paper. Really cool use of the AI-human feedback loop, with Aristotle as the main AI ingredient.
I explained how I think formalization feels like doing the low-tech steps of algebraic
ICYMI: A few quality of life improvements landed in Aristotle Web to make it much more interactive and responsive:
▪ Live Updates. Aristotle can now share updates while it's in the middle of a run, so that you always know what it's doing and whether it's on track.
▪
