Few people are really ready to trust autonomous machines and are much less prepared to tolerate a mistake made by them. Davy Pissoort, professor at KU Leuven Bruges Campus in Belgium, discusses the Safer Autonomous Systems Marie-Curie Innovative Training Network ? a four-year initiative looking at ways to establish people?s trust in autonomous systems by making these systems demonstrably safer.