Just recently, we have presented two papers at IVAPP 2018 in Madeira. One paper was joint work with my good friends from Münster about the approximation of the signed-distance function to point clouds. The other paper presents first thoughts of my good colleague Heidrun Schumann and our PhD-student Christoph Schmidt about the role of annotations in visual analytics.