Negative marking has two key advantages: 1) it yields test scores that are not inflated by random guessing, and 2) it discourages random guessing, leading to more reliable scores. Without negative marking, test takers have an incentive to randomly guess on questions they don't know to increase their score, inflating their results. With negative marking, random guesses won't increase a test taker's score since incorrect answers are penalized, aligning the score more closely with their actual knowledge of the material being tested.