XAI: A New Model and Its Implications for Medical Ethics
Friday 13 November, 2020at 00:00 - 01:00
MC323, MIT building, Umeå University campus and online via Zoom
Our seminar is concerned with the ethical implications of artificial intelligence in the context of medicine. A brief empirical case regarding a smart insulin pump is presented, to illustrate the complexity of patient-AI interactions. Using the concept of articulation work, these interactions are divided into four opacity levels for explainable AI, and the implications of these are discussed. We argue that a higher degree of transparency – better designed XAI than is implemented today – is needed to preserve patient autonomy.