This article examines the shift from discovering "found" locations to authoring latent geographies. By tracing environmental control from Titanic’s realism to Caligari’s expressionism, it demonstrates how AI filmmakers can design non-Euclidean spaces where physical laws are dictated by narrative theme rather than physics.