Early one Sunday morning in 1991, ALVINN drove itself from Pittsburgh to Erie, Pennsylvania, at nearly sixty miles an hour. Two decades after Minsky and Papert published their book on the Perceptron, it did the kind of thing they said a neural network couldn’t do.

