At the beginning it was an experiment with architectural neural network. We trained StyleGANv2, used official Nvidia tensorflow implementation and wrote an interface to explore network capabilities. We selected ten thousand images of post-soviet typical architecture, the AI constructed an average view of "panelka". This symbolizes for us the collective view of all Russia, we feel it identifies our culture even more than Russian famous decor and so on. Then we started to develop our ideas further, getting more and more inspired by generative design. By adjusting the properties of the AI we found out that it can be an independent actor of the artistic process.