Sabitlenmiş Tweet
Harmonic
259 posts
Harmonic
@HarmonicMath
Building Mathematical Superintelligence
Katılım Ocak 2024
5 Takip Edilen18K Takipçiler
Harmonic retweetledi
This seems to be working well. I tried it on a few lengthy but simple proofs that I got from GPT-5.4 Pro. It seems to have worked flawlessly.
Harmonic@HarmonicMath
🦾Meet Aristotle Agent, the world’s first autonomous mathematician — live and currently free of charge. We designed Aristotle Agent to solve and formalize the world’s most challenging mathematical research problems. It is now: ☑️#1 in Formal Math: We’re the #1 formal math model according to ProofBench, by @ValsAI, ahead of the closest competitor by 15%. Aristotle Agent can autonomously prove/formalize for up to 24 hrs without human intervention. ☑️Fully Agentic: Give it an English problem and it will prove/formalize from scratch, or it can work and edit files directly inside your Lean project / repository. ☑️Github-ready: Aristotle agent produces repo-quality code; project leads are increasingly merging Aristotle-drafted PRs with no modifications. Now live across both web, CLI, and API. 🔥
English
Harmonic retweetledi
Really impressive work! It took just a few hours to formalize two classic algorithms in game theory. One of them took me three weeks, and I wrote nearly 2K lines Lean code, while Aristotle agent only spent three hours and used 400 lines. I am so surprised
Harmonic@HarmonicMath
🦾Meet Aristotle Agent, the world’s first autonomous mathematician — live and currently free of charge. We designed Aristotle Agent to solve and formalize the world’s most challenging mathematical research problems. It is now: ☑️#1 in Formal Math: We’re the #1 formal math model according to ProofBench, by @ValsAI, ahead of the closest competitor by 15%. Aristotle Agent can autonomously prove/formalize for up to 24 hrs without human intervention. ☑️Fully Agentic: Give it an English problem and it will prove/formalize from scratch, or it can work and edit files directly inside your Lean project / repository. ☑️Github-ready: Aristotle agent produces repo-quality code; project leads are increasingly merging Aristotle-drafted PRs with no modifications. Now live across both web, CLI, and API. 🔥
English
Harmonic retweetledi
It correctly formalized a graph theoretic proof from our recent STOC paper in one shot. It’s only 1 page on paper, but I’m still impressed; 450 correct lines of Lean is no small feat—that used to take me days!
Harmonic@HarmonicMath
🦾Meet Aristotle Agent, the world’s first autonomous mathematician — live and currently free of charge. We designed Aristotle Agent to solve and formalize the world’s most challenging mathematical research problems. It is now: ☑️#1 in Formal Math: We’re the #1 formal math model according to ProofBench, by @ValsAI, ahead of the closest competitor by 15%. Aristotle Agent can autonomously prove/formalize for up to 24 hrs without human intervention. ☑️Fully Agentic: Give it an English problem and it will prove/formalize from scratch, or it can work and edit files directly inside your Lean project / repository. ☑️Github-ready: Aristotle agent produces repo-quality code; project leads are increasingly merging Aristotle-drafted PRs with no modifications. Now live across both web, CLI, and API. 🔥
English
Let us know what you think!
Sidharth Hariharan@SidharthHariha1
Very excited to start using this!
English
Harmonic retweetledi
Very excited to start using this!
Harmonic@HarmonicMath
🦾Meet Aristotle Agent, the world’s first autonomous mathematician — live and currently free of charge. We designed Aristotle Agent to solve and formalize the world’s most challenging mathematical research problems. It is now: ☑️#1 in Formal Math: We’re the #1 formal math model according to ProofBench, by @ValsAI, ahead of the closest competitor by 15%. Aristotle Agent can autonomously prove/formalize for up to 24 hrs without human intervention. ☑️Fully Agentic: Give it an English problem and it will prove/formalize from scratch, or it can work and edit files directly inside your Lean project / repository. ☑️Github-ready: Aristotle agent produces repo-quality code; project leads are increasingly merging Aristotle-drafted PRs with no modifications. Now live across both web, CLI, and API. 🔥
English
@AdrianTMiranda Thanks for feedback, we're working on improving the UX!
English
I have also been having this issue with Aristotle by @HarmonicMath. It often claims to have proven something, only to include commented fine print in the lean doc saying that it has actually proven something else. Better flagging of partial progress would be appreciated.
Jasper Dekoninck@j_dekoninck
Aristotle just claimed it formally proved Q8 from BrokenArXiv, despite the statement being wrong. It then continues to point out an important caveat that states the problem is not expressible in Lean and it therefore proved something completely trivial and irrelevant instead.
English
@Ricardo36659214 demand is a higher than expected, working on adding capacity
English
🦾Meet Aristotle Agent, the world’s first autonomous mathematician — live and currently free of charge. We designed Aristotle Agent to solve and formalize the world’s most challenging mathematical research problems. It is now:
☑️#1 in Formal Math: We’re the #1 formal math model according to ProofBench, by @ValsAI, ahead of the closest competitor by 15%. Aristotle Agent can autonomously prove/formalize for up to 24 hrs without human intervention.
☑️Fully Agentic: Give it an English problem and it will prove/formalize from scratch, or it can work and edit files directly inside your Lean project / repository.
☑️Github-ready: Aristotle agent produces repo-quality code; project leads are increasingly merging Aristotle-drafted PRs with no modifications.
Now live across both web, CLI, and API. 🔥
English
@HarmonicMath Yes tried installing /running in a dedicated repo. Submit question on cli and get back Aristotle or Aristotlelib not found. Not sure how to ask a question
English
@HessianUnknown @schulzb589 Working on making it faster. Lots of usage right now …
English
@schulzb589 @HarmonicMath Nvm, after 5 min waiting, it's working now
English
@schulzb589 We can get a bit backed up sometimes. Working to make it faster …
English
@schulzb589 @tachim seems to be a bug. thanks for flagging - will fix soon!
English
This is a huge upgrade -- Aristotle can handle much larger and more complex projects than before. Stay tuned for what's coming next! 🚢🚢🚢
Harmonic@HarmonicMath
🦾Meet Aristotle Agent, the world’s first autonomous mathematician — live and currently free of charge. We designed Aristotle Agent to solve and formalize the world’s most challenging mathematical research problems. It is now: ☑️#1 in Formal Math: We’re the #1 formal math model according to ProofBench, by @ValsAI, ahead of the closest competitor by 15%. Aristotle Agent can autonomously prove/formalize for up to 24 hrs without human intervention. ☑️Fully Agentic: Give it an English problem and it will prove/formalize from scratch, or it can work and edit files directly inside your Lean project / repository. ☑️Github-ready: Aristotle agent produces repo-quality code; project leads are increasingly merging Aristotle-drafted PRs with no modifications. Now live across both web, CLI, and API. 🔥
English
Harmonic retweetledi
I've been using the preview version of this for a couple weeks and it autonomously proved Strong Subadditivity, a deep theorem in quantum information. I just gave it a relevant arxiv paper, ran it ~6 times in a row, and boom!
Harmonic@HarmonicMath
🦾Meet Aristotle Agent, the world’s first autonomous mathematician — live and currently free of charge. We designed Aristotle Agent to solve and formalize the world’s most challenging mathematical research problems. It is now: ☑️#1 in Formal Math: We’re the #1 formal math model according to ProofBench, by @ValsAI, ahead of the closest competitor by 15%. Aristotle Agent can autonomously prove/formalize for up to 24 hrs without human intervention. ☑️Fully Agentic: Give it an English problem and it will prove/formalize from scratch, or it can work and edit files directly inside your Lean project / repository. ☑️Github-ready: Aristotle agent produces repo-quality code; project leads are increasingly merging Aristotle-drafted PRs with no modifications. Now live across both web, CLI, and API. 🔥
English
🔥Good use of Aristotle API to formally prove the injectivity property of decoder-only transformers (w/ @leanprover)
GLADIA Research Lab@GladiaLab
Language Models are Injective and Hence Invertible (ICLR 2026), aka “pringle paper", is now a public graph on @paradigmainc’s Flywheel In the paper, we show that LMs can be inverted and, contrary to common belief, do not discard information about their inputs at inference time.
English
Aristotle 🤝 CompPoly
Elias Judin@elias_judin
1/8 CompPoly is a library of machine-checked mathematics for concrete polynomial computation over rings and finite fields—the algebra behind modern cryptographic proof systems. @HarmonicMath Aristotle has recently made significant contributions to help close Phase 1 of the roadmap. @vladtenev @tachim
English