In the past 15 years, the evolution of artificial intelligence (AI) and machine learning (ML) systems has unequivocally cemented this technology’s role as the cornerstone of the Fourth Industrial Revolution.^1–4 It has enabled the development of high-performance laptops that can accomplish in minutes what once required weeks of intensive computing on supercomputers. This transformation is not merely incremental; it has redefined the possibilities of data-driven solutions.

The year 2024 stands as a watershed moment in the integration of AI/ML into science and industry, with Nobel Prize laureates in physics and chemistry underscoring the profound impact of these technologies. The momentum is clear: Those who adopt AI/ML solutions gain a decisive competitive edge, while those who delay risk obsolescence in a rapidly evolving marketplace. This article is dedicated to empowering professionals in the glass and ceramics sector—scientists, engineers, project managers, and business leaders alike—to navigate this paradigm shift effectively.