Nature Communications, Published online: 10 July 2026; doi:10.1038/s41467-026-75474-y Researchers achieve scalable production of large, highly crystalline transparent glass-ceramics via Zr4+ substitution, which mitigates thermal expansion anisotropy and stabilizes high-temperature phases for practical application.