And here are three extremely simple pictures why this feature is so important:.

The scene is the simplest possible, but also I think the best to actually demonstrate how important of an improvement it is.
First, the atmosphere is set to be absolutely black. Then I add a quadratic spot to have a physically correct light decay.

The first image show a render without any kind of gamma applied to it