No, the arms do not drop or move on their own. The arms are brought down by the body unwinding. Everybody has different body styles and shapes, so movement will look different with different individuals.
Make sure you’re not adding and extra lift (of the arms) on the backswing. That can disconnect the arms from being controlled by the shoulders.