Overview: The aim of the workshop is to examine the concept of judgement, especially in relation to rules (and the extent to which judgement is an application of rules), and then to consider to what extent human judgement might be enhanced, replaced, or undermined in different domains by AI tools. An important theme we'd like to pursue is the way in which judgement has varying significance and responds to different values/concerns in different domains of activity. Session 3: CLINICAL MEDICINE with key speaker Professor Fergus Gleeson (Medicine, Oxford), in discussion with Andrew Trask (Computer Science, Oxford), Associate Professor Konstantinos Kamnitsas (Engineering Science) and chaired by Dr Katya Hertog (EAI/OII, Oxford).