The title refers to an upcoming symposium on the topic on 22-24 May, 2017. I quote here some of the issues tabled for discussion: Which data do we want to save, how and why and how long? What really needs to be reproducible? Are current reporting standards being used sufficiently? Are the current procedures for depositing data too onerous for scientists? Will technology, through increasing automation, fix most of the problems?