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XAI: A New Model and Its Implications for Medical Ethics

Fri
13
Nov
Time Friday 13 November, 2020 at 00:00 - 01:00
Place 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.

 

Lecture
Staff photo Erik Campano
Speaker
Erik Campano
Doctoral student
Read about Erik Campano