Is science being limited by the restricted vision of the analytical scientist? Adrian Stevenson from the Institute of Biotechnology at University of Cambridge argues that human 3D visualisation abilities to find patterns are inadequate and that artificial intelligence may hold the vital key to understanding information dense biological systems.