Nature, Published online: 05 August 2026; doi:10.1038/s41586-026-10865-1

An ‘encapsulation epitaxy’ mechanism is used to grow air-stable, two-dimensional superconducting films at the interface of a 2D–3D hybrid substrate, holding promise for use in fabrication of superconducting quantum circuitry.