Parallax refers to the apparent shift in the position of the reticle (crosshair) in relation to the target when the shooter's eye is not perfectly aligned with the scope's optical axis. It is important to eliminate parallax because it ensures that the reticle and the target are always in precise alignment, allowing for accurate aiming and minimizing the chances of missed shots.