The art historian talks to Ken Arnold of the Wellcome Institute about the relationship between visualizations in art and science, and explores his motion of structural intuitions. He will also look more broadly at major themes that have emerged during the writing of his column in Nature (since 1997), as expressed in his books Visualisations and Seen/Unseen and in the volume produced by his friends and collaborators, Acts of Seeing.