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.As artificial intelligence initiatives are introduced into key processes in the bank’s front, middle and back offices, stakeholder concerns fall into four broad categories: fairness, accountability, transparency and explainability.. This symposium will explore the ethical challenges of working with data in Banking and Finance in three specific workshops.