One Paper Changed How AI Systems Are Built

In 2017, Ashish Vaswani published a paper describing a new way to build AI systems—the transformer. Nearly every advanced AI system deployed today uses this approach. The idea reshaped the entire commercial AI industry in just five years, an unusually fast impact for scientific research. A 2026 retrospective identified it as the most important AI paper of the decade.