Two components capture only about 22% of total variance, meaning the 2D PCA plot is a very lossy representation. - Some digit classes partially overlap. For example, digits 3, 5, and 8 tend to occupy similar regions. - The global layout is informative: digit 0 is far from digit 1, which makes intuit