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Vidya Chandran Darbari argues that artificial intelligence has made the production of texts, models, and decisions faster and more abundant, but has increased the value of being able to prove their accuracy before relying on them. The author connects science, medicine, education, verification of chip designs, and autonomous systems through a single requirement: building trust on evidence rather than on a convincing appearance.