After 60 years, Arti fi cial Intelligence (AI) has now reached industry and the con- sciousness of the population. The impressive successes and new AI methods are now so relevant that they should be taught even in a basic course. In about 30 new pages, I report mainly on deep learning, a consistent further development of neural networks, which fi nally enables image processing systems to recognize almost any object in pixel images. Among other bene fi ts, this lead to the fi rst computer pro- gram that could beat one of the world ’ s best Go players.