Once your phone has been rooted, you are able to do all sorts of things. You can install any version of the Android OS on your smartphone before your phone manufacturer has released an update, putting you on the bleeding edge of software.
With Odin3, you can flash your Samsung cell phone and overwrite the system files. Odin3 is a free PC application which can flash and root Android-based phones.