Artificial Intelligence and the Autonomization of Mathematics

Jaime Ripoll

Home/Archive/arXiv

arXiv · 2605.27966

Artificial Intelligence and the Autonomization of Mathematics

Jaime Ripoll

View original source ↗Read source document ↗Export metadata ↓

Abstract

This essay examines the relationship between artificial intelligence and the historical evolution of modern Mathematics. Rather than viewing AI as an external rupture, we argue that its effectiveness reveals a structural tendency already present in the autonomization of Mathematics itself. Modern Mathematics progressively developed formal environments that became increasingly autonomous, internally stable, and structurally navigable, reducing their dependence on concrete experience. In this context, the affinity between AI and contemporary mathematical practice appears less accidental than it may initially seem. The essay also discusses possible limits of formal navigability, particularly regarding the emergence of genuinely new conceptual regimes and forms of mathematical intelligibility. Husserl's reflections on mathematization and the distancing of science from the Lebenswelt provide a broader philosophical framework for understanding this process. We finally suggest that the contemporary debate on AI may concern less a threat to Mathematics itself than a challenge to the historical image of the mathematician as the privileged interpreter of mathematical structures.

Explore related subjects

math.GM

Keep this discovery

BibTeX RIS

Jaime Ripoll. 2026-05-27. Artificial Intelligence and the Autonomization of Mathematics. https://arxiv.org/abs/2605.27966

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related papers

arXiv2026

Average Chord Lengths in a Triangle

Let $P$ be a point inside a triangle $T$. We consider the average length of the chords of $T$ through $P$, where the direction of the chord is chosen uniformly. An elementary formula is obtained in terms of the distances from $P$ to the sides and vertices of the triangle. Several classical triangle centers give especially simple specializations. For example, if $I$ is the incenter, then \[ M_T(I)=\frac{2r}{\pi} \log\left(\cot\frac A4\cot\frac B4\cot\frac C4\right). \] Our main result is the sharp inequality \[ M_T(P)\le \frac{p}{\pi\sqrt3}\log(2+\sqrt3), \] valid simultaneously for every triangle of perimeter $p$ and every interior point $P$. Thus, among all such pairs $(T,P)$, the largest possible average chord length occurs only when $T$ is equilateral and $P$ is its center. The proof is an elementary symmetrization argument. We close with brief remarks relating the problem to the radial center of a convex body, the electrostatic potential center of a triangle, and dual quermassintegrals.

math.GM↗

arXiv2026

The decrease in sectional curvature of the Fisher--Rao manifold of beta distributions

In the paper, the author develops a general convexity lemma and applies it to demonstrate the monotonic decrease of a function involving polygamma functions, arising from the sectional curvature of the Fisher--Rao manifold of beta distributions.

math.GM↗

arXiv2026

A Proof of Liu's Conjecture on the Fundamental Triangle Inequality

Let $a,b,c$ be the side lengths of a triangle, and let $R$ and $r$ denote its circumradius and inradius, respectively. We prove a conjecture of Liu stating that \[\sum_{\mathrm{cyc}} \left(\frac{a(b+c-a)}{bc}\right)^k \geq 2+\left(\frac{2r}{R}\right)^k,~~k>1, \] with the reverse inequality for $0<k<1$. The proof reduces the problem to three positive variables with fixed sum and product. We also determine the equality cases.

math.GM↗