The Perceptron, a roomsize computer with new circuitry, was introduced in 1958 and laid the foundations for modern AI. However, the field has gone through a boom-and-bust cycle and many proponents have forgotten past failures. The Perceptron was a learning machine that altered its connections to make better predictions, similar to modern AI systems.