Why are princes Charles, Harry, and William always wearing military uniforms even though they're obviously not on any kind of active duty? ~

Point was they did. Most of the males in the royal family served in the military. King George VI served as an officer on a battleship during WW1. Known as the pseudonym Mr. Johnson, he actually saw action in the Battle of Jutland.