Whether the Andromeda galaxy and the Milky Way galaxy will merge or not ultimately depends on their relative motions and distances. Although it's true that Andromeda is moving towards the Milky Way, the exact trajectories, including potential gravitational interactions with neighboring galaxies and the expansion of the universe, can influence the eventual outcome. Current scientific understanding has led to different scenarios and possibilities but doesn't provide a definitive answer yet.