Mittelstadt’s Trilemma Has a Third Option: Governance Infrastructure

Abstract

Mittelstadt (2019) diagnosed the AI governance crisis: AI ethics initiatives follow a medical ethics paradigm, but AI development lacks medicine’s three supporting structures. This paper argues there is a third option outside the trilemma: governance infrastructure — systems that translate abstract principles into architectural constraints enforced as by-products of operation, not compliance activities performed alongside it.