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Tad Hirsch  participated in an invitation-only workshop on explainability in machine learning, sponsored by The Partnership on AI ( and IBM. This workshop brings together researchers and industry scientists who have worked on explainability with stakeholders from policy, law, and civil society organizations to bridge the gap in the existing literature to make the research more useful for those stakeholders.