At the 65th Czecho-Slovak Psychopharmacological Conference in Mariánské Lázně, organized by the Czech Neuropsychopharmacological Society, I was invited to give a plenary lecture. The topic of my lecture was the state-of-the-art AI advances and their relation to understanding how the mind and brain work.