There is an increasing number of healthcare AI applications in development or already use. However, the safety impact using largely unknown. In this paper we explore how different stakeholders (patients, hospital staff, technology developers, regulators) think about and assurance AI. 26 interviews were undertaken with patients, developers regulators to their perceptions on example AI-based infu...