The ''invisible punishing machine'' is an idiomatic, science fiction-esque research concentration that I designed in order to examine aesthetically, morally, emotionally, and historically the underlying illegible social, spatial and technological causes that produce inequality and invisible punishment – a consequence of mass imprisonment, political persecution of individuals, the prison-welfare system, urbanization, neoliberal policies and social-urban control in the USA and abroad.