Basic monitor calibrations (such as windows) will tell you

"The next page will look at adjusting brightness. The pictures below show you what too much, ideal and too little brightness looks like. When you go to the next image, adjust your brightness so the image looks like the middle one below"

What I don't get is, on uncalibrated screens how do they get the reference images to be displayed correctly for comparison?