Here we present a guest blog by our Editorial Board Member Russell Poldrack, Professor of Psychology at Stanford University, who highlights the challenges and opportunities surrounding imaging data to enable the neuroscience community to “stand on the shoulders of giants”, and an announcement on our new fMRI series. The sharing of neuroimaging data is an idea whose time has finally come, but many challenges remain.