The series follows a pattern where the differences themselves increase with a constant second difference. First differences are 528, 575, 624, 675. The second differences are 47, 49, 51 (increasing by 2). The next second difference is 53, making the next first difference 675+53=728. Adding this to 3854 gives 4582.