Ninell Oldenburg

The Policy Umwelt: How AI Problem Representations Render Governance Alternatives Unthinkable

This paper investigates how AI narratives actively constrain the horizon of conceivable governance options. Moving beyond the established finding that narratives influence policy, we argue they fundamentally prefigure the scope of the politically thinkable by creating what we term “Policy Umwelten.” Adapting Jakob von...