In this small exhibition, presented at the museum of Russian Impressionism during Microsoft "Art of Transformation" Summit, we explore the process of creation of new art by generative neural networks. We show several steps of the learning process, which reveal how neural networks learn to paint and to write texts (using Russian fairy tales as an example).