Review standards differ sharply, since non-dispositive rulings are reviewed only for clear error or contrariness to law while reports on dispositive motions receive de novo review of objected portions. Failing to object within fourteen days waives review entirely. Consenting to magistrate trial jurisdiction trades the district judge for typically faster scheduling, which is a genuine consideration where trial date certainty matters.