In the 65 years since the Dartmouth seminar, which marked the beginning of the development of artificial intelligence, many breakthroughs have been made in this area, but it is still far from creating a machine with "human" intelligence. Today, AI recognizes images and translates speech, drives unmanned vehicles, plays chess and go, but is not yet able to transfer skills to new tasks, it can confuse salt with road markings, and a bus with an ostrich. Melanie Mitchell, one of the leading computer scientists, introduces the reader to the history of the development of AI and the principles of its work, talks about the main problems of its application and the prospects for creating AI at the "human level."