Data-technology and AI in the cityscape is outpacing plans from urban planners & architects. Countless cameras, sensors and algorithms register, analyze and control what we do, how we feel and even who we are. In the art-science installation AI INCUBATOR multi-media artist Vladimir Grafov evokes, in co-creation with architects/researchers Federica Cefis Colombo and Frank Suurenbroek, the advance of AI in the urban environment. The installation raises the question how to collaborate with this new ‘technological species’.