The Machine To Be Another is an open-source interactive system designed to explore the relationship between identity and empathy through interdisciplinary performance-experiments drawing from neuroscience, VR, storytelling and art. Through research collaborations we have been developing applications in contexts of conflict resolution, the arts and healthcare.