Introduction. The role of art in the life of society is to translate humanitarian values. The creator of a truly imaginative work is able to perceive when interacting with the world and embody in his works what may not be in statistics and will probably be relevant for humanity in the future. Theoretical analysis. According to the available data, the pictures aggregated by the neural network and painted by the artist do not differ in subjects. In this paper, an activity-based approach is implemented to assess the differences of such paintings.