# Formalizing inverse problems in the age of AI: possibilities, pitfalls, and an invitation

**Published:** November 6, 2026
**Author:** Christian Clason, Tapio Helin, Medet Nursultanov, Lauri Oksanen
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/formalizing-inverse-problems-in-the-age-of-ai-possibilities-pitfalls-and

arXiv:2611.06962v1 Announce Type: new Abstract: Proof assistants such as Lean check mathematical proofs down to the axioms, and AI agents have recently made writing such proofs cheap. We describe AutoIP, a Lean library in which classical linear regularization theory, together…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2611.06962)

**Tags:** #arXiv

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