During the past few years AI technology has made incredible progress
due to new ideas and methods in the theory of deep and recurrent neural
networks, reinforcement learning, Bayesian networks, genetic
computation, swarm intelligence and more. In the lecture I will try to
explain in simple words the basics underlying modern AI theory, to build
a map of the science of AI, to present some new ideas, and to review
some old philosophical questions.