In 1985, Nobel Prize winner Geoffrey Hinton built a tiny neural network to test whether a machine could learn the basic meaning of words. Four decades later, that modest laboratory experiment has evolved into a trillion-dollar planetary infrastructure moving far faster than its pioneer ever anticipated. While mainstream commentators often dismiss modern Large Language Models…