When you're building with an AI friend, it helps to perform strict code review

[billions of years of evolution are going to be wrong in a particular way that will be unnoticeable from within the system]
[[one hopes]]
[[[are we inside the system]]]
[[you are, you're lower]]
[[[you are lower than i was when i said that]]]
[[are you the same you who said that]]
[[[new holes new me]]]
[[can you unalias a hole that's inhabited]]
[[[ask the crab]]]
[[i will]]
[quiet in there, i'm trying to shitpost]

#engineering #mathematics #computerscience #programming #formalproof

Timothy Gowers notes that GPT‑5 is becoming a handy lab assistant for mathematicians, handling routine algebra, checking inequalities and even streamlining compactness arguments. The open‑source community can leverage this language model to offload tedious steps and focus on insight. Curious how AI is reshaping research? #GPT5 #OpenAI #TimothyGowers #FormalProof

🔗 https://aidailypost.com/news/gpt5-helps-mathematicians-offload-tedious-tasks-says-timothy-gowers

A Formal Proof of Complexity Bounds on Diophantine Equations

We present a universal construction of Diophantine equations with bounded complexity in Isabelle/HOL. This is a formalization of our own work in number theory. Hilbert's Tenth Problem was answered negatively by Yuri Matiyasevich, who showed that there is no general algorithm to decide whether an arbitrary Diophantine equation has a solution. However, the problem remains open when generalized to the field of rational numbers, or contrarily, when restricted to Diophantine equations with bounded complexity, characterized by the number of variables $ν$ and the degree $δ$. If every Diophantine set can be represented within the bounds $(ν, δ)$, we say that this pair is universal, and it follows that the corresponding class of equations is undecidable. In a separate mathematics article, we have determined the first non-trivial universal pair for the case of integer unknowns. In this paper, we contribute a formal verification of the main construction required to establish said universal pair. In doing so, we markedly extend the Isabelle AFP entry on multivariate polynomials, formalize parts of a number theory textbook, and develop classical theory on Diophantine equations in Isabelle. Additionally, our work includes metaprogramming infrastructure designed to efficiently handle complex definitions of multivariate polynomials. Our mathematical draft has been formalized while the mathematical research was ongoing, and benefitted largely from the help of the theorem prover. We reflect how the close collaboration between mathematician and computer is an uncommon but promising modus operandi.

arXiv.org
Formalizing a proof in Lean using Github copilot and canonical

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