The simplicity of an everyday snack like potato chips may at first seem to leave little room for in-depth analysis. Yet, when this delicacy accidentally lands on the floor, the scattered pieces reveal an unexpected world of order and variation. By systematically studying the patterns of dropped chips, we can observe a surprisingly consistent behavior, with clear differences even being discernible between flavors like plain and paprika.