Methods for processing semiconductor wafers are described herein. One embodiment includes removing portions of a first side of the semiconductor wafer to form a number of trenches of a particular depth in rows and columns. The method further includes forming a passivation layer on side walls of the number of trenches. The method also includes cutting a second side of the semiconductor wafer in rows and columns aligned with the number of trenches such that the semiconductor wafer singulates into a number of dice.