I strongly agree with Gerbrand Ceder’s perspective on the evolution of materials science. Computational methods have become indispensable, particularly in high-stakes fields where physical experimentation is restricted by cost, safety, or complexity. By leveraging these digital tools, we can move beyond traditional trial-and-error. Instead, we utilize alternative methodologies to simulate material behavior at the atomic level, predict the impact of specific properties, and accelerate the discovery of innovative materials that meet the rigorous demands of modern industry.