It is suggested that the efficiency of the MOND theory of Mordehai Milgrom might be unrelated to distance, but instead connected to flatness of galaxies and the fact that the large scale distribution of matter is essentially two-dimensional. A simple continuous model of planar circular galaxies relying on a two dimensional variant of Newton's gravitational law shows completely flat velocity curves without any need for dark matter outside the disk.