Maryna Viazovska - Wikipedia

*In some better world, Ukrainian women aren't getting blasted from the sky for ten years, but are just having kids while doing lots of award-winning math about extradimensionality #autoformalization

en.wikipedia.org/wiki/Maryna_...

Screenshot of a long "chain of thought" from Claude code trying to formalize mathematics in lean.

More claude "thoughts"

Diary of #autoformalization

The methodology and approaches are not too far from how my brain works or what would be the output if I would record every of my thoughts on such a problem.

But it also becomes clear that claude code is a beginner who does lots of trial-and-error and copy-paste coding.

Readings shared January 14, 2026 The readings shared in Bluesky on 14 January 2026 are: A lambda-superposition tactic for Isabelle/HOL. ~ Massin Guerdi. #ITP #IsabelleHOL Adding sorts to an Isabelle formalization of superposition. ~

Readings shared January 14, 2026. jaalonso.github.io/vestigium/po... #AI #Autoformalization #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LLMs #LeanProver #Math #Mizar #RocqProver

130k Lines of Formal Topology in Two Weeks: Simple and Cheap Autoformalization for Everyone? This is a brief description of a project that has already autoformalized a large portion of the general topology from the Munkres textbook (which has in total 241 pages in 7 chapters and 39 sections)....

130k lines of formal topology in two weeks: Simple and cheap autoformalization for everyone? ~ Josef Urban. arxiv.org/abs/2601.032... #ITP #Mizar #LLMs #Math #Autoformalization

Readings shared December 5, 2025 The readings shared in Bluesky on 5 December 2025 are: Formalization of Erdős problems. ~ Boris Alexeev. #ITP #LeanProver #Math #Autoformalization A Rocq formalization of monomial and graded orders.

Readings shared December 5, 2025. jaalonso.github.io/vestigium/po... #ATP #Autoformalization #DataScience #FunctionalProgramming #Haskell #ITP #LeanProver #Math #Rocq #Rstats #SMT #Z3

Reseña de «Formalization of Erdős problems» El artículo «Formalization of Erdős problems» destaca el auge en la resolución de problemas de Paul Erdős gracias a la web erdosproblems.com y el proyecto Formal Conjectures. De más de 1100 problemas

Reseña de «Formalization of Erdős problems». jaalonso.github.io/vestigium/po... #ITP #LeanProver #Math #Autoformalization

Formalization of Erdős problems [This is a guest post by Boris Alexeev. Now over to Boris.] I’m here to tell you about various exciting developments centering on Erdős problems, especially involving the formalization of old and n…

Formalization of Erdős problems. ~ Boris Alexeev. xenaproject.wordpress.com/2025/12/05/f... #ITP #LeanProver #Math #Autoformalization #Aristoteles

Readings shared November 18, 2025 The readings shared in Bluesky on 18 November 2025 are: Teaching real analysis as a game. ~ Alex Kontorovich. #ITP #LeanProver #Math Are automated proof assistants ready for semigroup research? Orien

Readings shared November 18, 2025. jaalonso.github.io/vestigium/po... #AI #Autoformalization #FunctionalProgramming #Haskell #ITP #LeanProver #Math #Programming #Scheme

Evaluating Autoformalization Robustness via Semantically Similar Paraphrasing Large Language Models (LLMs) have recently emerged as powerful tools for autoformalization. Despite their impressive performance, these models can still struggle to produce grounded and verifiable for...

Evaluating autoformalization robustness via semantically similar paraphrasing. ~ Hayden Moore, Asfahan Shah. arxiv.org/abs/2511.12784 #AI #Math #Autoformalization #ITP #LeanProver

Readings shared November 16, 2025 The readings shared in Bluesky on 16 November 2025 are: To have machines make math proofs, turn them into a puzzle. ~ John Pavlus. #AI #Math #ATP #SatSolvers SITA: A framework for structure-to-instan

Readings shared November 16, 2025. jaalonso.github.io/vestigium/po... #AI #ATP #Autoformalization #FunctionalProgramming #Haskell #ITP #LLMs #LeanProver #Math #SatSolvers

SITA: A Framework for Structure-to-Instance Theorem Autoformalization While large language models (LLMs) have shown progress in mathematical reasoning, they still face challenges in formalizing theorems that arise from instantiating abstract structures in concrete setti...

SITA: A framework for structure-to-instance theorem autoformalization. ~ Chenyi Li, Wanli Ma, Zichen Wang, Zaiwen Wen. arxiv.org/abs/2511.10356 #AI #Math #Autoformalization #LLMs #ITP #LeanProver

Readings shared October 31, 2025 The readings shared in Bluesky on 31 October 2025 are: Virasoro algebra and Sugawara constructions formally in Lean. ~ Kalle Kytölä. #ITP #LeanProver #Math Derivation of fundamental physical constant

Readings shared October 31, 2025. jaalonso.github.io/vestigium/po... #AI #Autoformalization #CompSci #Education #FunctionalProgramming #GenAI #Haskell #ITP #LeanProver #Math #Physics

Conjecture extraction for proof autoformalization. ~ Simon Sorg, Wenda Li, Soumya Banerjee. www.researchgate.net/profile/Soum... #AI #Math #ITP #LeanProver #Autoformalization

Readings shared October 25, 2025 The readings shared in Bluesky on 25 October 2025 are: Gauss: towards autoformalization for the working mathematician. ~ Jared Duker Lichtman, Jesse Han. #AI #Math #Autoformalization #LLM #ITP #LeanP

Readings shared October 25, 2025. jaalonso.github.io/vestigium/po... #AI #Autoformalization #History #ITP #KRR #LLM #LeanProver #Logic #Math

Jared Duker Lichtman | Gauss – towards autoformalization for the working mathematician YouTube video by Harvard CMSA

Gauss: towards autoformalization for the working mathematician. ~ Jared Duker Lichtman, Jesse Han. youtu.be/Ko-PzGlzYrc #AI #Math #Autoformalization #LLM #ITP #LeanProver

Readings shared October 20, 2025 The readings shared in Bluesky on 20 October 2025 are: Formalizing Wigner’s semicircle law in Lean. ~ Haoyan Jiang et als. #ITP #LeanProver #Math Towards verifying the "Three amigos". ~ Carl Kwan. #I

Readings shared October 20, 2025. jaalonso.github.io/vestigium/po... #ACL2 #Autoformalization #FunctionalProgramming #Haskell #ITP #LLMs #LeanProver #Logic #Math #Mizar #RustLang

ProofBridge: Auto-Formalization of Natural Language Proofs in Lean via Joint Embeddings Translating human-written mathematical theorems and proofs from natural language (NL) into formal languages (FLs) like Lean 4 has long been a significant challenge for AI. Most state-of-the-art method...

ProofBridge: Auto-formalization of natural language proofs in Lean via joint embeddings. ~ Prithwish Jana et als. arxiv.org/abs/2510.15681 #ITP #LeanProver #Autoformalization #LLMs #Math

Readings shared October 17, 2025 The readings shared in Bluesky on 17 October 2025 are: A formalization of Borel determinacy in Lean. ~ Sven Manthe. #ITP #LeanProver #Math Yalep: An environment for learning proof in high-school. ~ F

Readings shared October 17, 2025. jaalonso.github.io/vestigium/po... #Agda #Autoformalization #CategoryTheory #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LLMs #LeanProver #Logic #Math #Rocq #Teaching

MASA: LLM-Driven Multi-Agent Systems for Autoformalization Autoformalization serves a crucial role in connecting natural language and formal reasoning. This paper presents MASA, a novel framework for building multi-agent systems for autoformalization driven b...

MASA: LLM-driven multi-agent systems for autoformalization. ~ Lan Zhang, Marco Valentino, André Freitas. arxiv.org/abs/2510.089... #Autoformalization #LLM #ITP #LeanProver #Math

A significant challenge is the 'autoformalization gap.' Accurately converting natural language or informal knowledge into precise formal logic is difficult, and any inaccuracy impacts the verification process. 🧐 #Autoformalization 4/6

Readings shared October 01, 2025 The readings shared in Bluesky on 01 October 2025 are: A PVS library on the infinitude of primes. ~ Bruno Berto de Oliveira Ribeiro, Mariano M. Moscato, Thaynara Arielly de Lima, Mauricio Ayala-Rincó

Readings shared October 1, 2025. jaalonso.github.io/vestigium/po... #AI #Autoformalization #CategoryTheory #ITP #LLMs #LeanProver #Math #PVS #Rocq

Agentic Lean Auformalization (ALA): An LLM collaborative approach to autoformalization in LEAN. ~ Patricio Gallardo, Maziar Raissi, Ke Zhang, Sudhir Murthy. openreview.net/forum?id=DNu... #Autoformalization #ITP #LeanProver #LLMs

Readings shared September 17, 2025 The readings shared in Bluesky on 17 September 2025 are: Formalizing dimensional analysis using the Lean theorem prover. ~ Maxwell P. Bobbin, Colin Jones, John Velkey, Tyler R. Josephson. #ITP #LeanP

Readings shared September 17, 2025. jaalonso.github.io/vestigium/po... #AI #Autoformalization #CAS #FunctionalProgramming #Haskell #ITP #IsabelleHOL #LLMs #LeanProver #Macaulay2 #Math #Mathlib #Physics #Rocq #SMT

Constraining LLMs for Theorem Proving: A Neurosymbolic Approach to Guaranteed Autoformalization — Renaissance Philanthropy – A brighter future for all through science, technology, and innovation

Constraining LLMs for theorem proving (A neurosymbolic approach to guaranteed autoformalization). ~ Eleonora Giunchiglia, Sam Adam-Day, Joshua Ong, Mihaela Cătălina Stoian, Luca Andolfi. www.renaissancephilanthropy.org/constraining... #AI #Math #LLMs #ITP #LeanProver #Autoformalization

Document-Level Autoformalization — Renaissance Philanthropy – A brighter future for all through science, technology, and innovation

Document-level autoformalization. ~ Antoine Bosselut, Viktor Kunčak, Maryna Viazovska. www.renaissancephilanthropy.org/document-lev... #AI #Math #ITP #LeanProver #Autoformalization

Unified Framework Proposed for Autoformalization in AI Research

The paper proposes a unified framework for autoformalization, specifying tasks, model integration and benchmarks to turn informal text into formal logic for math and planning. Read more: getnews.me/unified-framework-propos... #autoformalization #ai

Readings shared September 12, 2025 The readings shared in Bluesky on 12 September 2025 are Finiteness of symbolic derivatives in Lean. ~ Ekaterina Zhuchko, Hendrik Maarand, Margus Veanes, Gabriel Ebner. #ITP #LeanProver #Math Modeling

Readings shared September 12, 2025. jaalonso.github.io/vestigium/po... #AI #Autoformalization #ITP #LeanProver #Math #Rocq

Introducing Gauss, an agent for autoformalization. www.math.inc/gauss #AI #Autoformalization #ITP #LeanProver #Math

Readings shared June 27, 2025 The readings shared in Bluesky on 27 June 2025 are Formalizing a proof in Lean by hand. ~ Terence Tao. #ITP #LeanProver #Math A formalization of the Ionescu-Tulcea theorem in Mathlib. ~ Etienne Mario

Readings shared June 27, 2025. jaalonso.github.io/vestigium/po... #AI #AI4Math #Autoformalization #CategoryTheory #CompSci #ITP #LLMs #LeanProver #Math #Mizar

LOGICPO: Efficient Translation of NL-based Logical Problems to FOL using LLMs and Preference Optimization Logical reasoning is a key task for artificial intelligence due to it's role in major downstream tasks such as Question Answering, Summarization. Recent methods in improving the reasoning ability of L...

LOGICPO: Efficient translation of NL-based logical problems to FOL using LLMs and preference optimization. ~ Koushik Viswanadha, Deepanway Ghosal, Somak Aditay. arxiv.org/abs/2506.183... #LLMs #Math #Autoformalization