The signature and cusp geometry of hyperbolic knots
Alex Davies, András Juhász, Marc Lackenby, Nenad Tomasev
TL;DR
The paper defines the natural slope, a cusp-geometric invariant of hyperbolic knots, and proves that the discrepancy between twice the knot signature and the natural slope is controlled by hyperbolic volume and injectivity radius via |$2\sigma(K)$ - $\operatorname{slope}(K)$| ≤ $c_1\operatorname{vol}(K)\operatorname{inj}(K)^{-3}$. It then refines this with a slope-correction using short geodesics (the OddGeo term) to obtain a bound independent of the injectivity radius, and derives applications to Dehn surgery and the 4-ball genus. A key part of the approach combines geometric triangulations and Gordon–Litherland signatures, enabling a linear-in-volume bound on the difference between slope and a signature-based quantity. The work is supported by machine-learning discovery that initially linked $\operatorname{Re}(\mu)$ to $2\sigma(K)$, and it extends to highly twisted knots, spanning surfaces, and experimental data on random knots, highlighting deep connections between hyperbolic geometry and 4-dimensional knot invariants with practical implications for Dehn surgery and concordance theory.
Abstract
We introduce a new real-valued invariant called the natural slope of a hyperbolic knot in the 3-sphere, which is defined in terms of its cusp geometry. We show that twice the knot signature and the natural slope differ by at most a constant times the hyperbolic volume divided by the cube of the injectivity radius. This inequality was discovered using machine learning to detect relationships between various knot invariants. It has applications to Dehn surgery and to 4-ball genus. We also show a refined version of the inequality where the upper bound is a linear function of the volume, and the slope is corrected by terms corresponding to short geodesics that link the knot an odd number of times.
