Cube doesn't rotate
The cube didn't rotate for me the way it did for you. I went to user preferences and undid the Select button, but that didn't help any. The cube seems to translate instead of rotate. I did click the arc button. I have no idea if I have an Intel GPU or not, so I don't know if this is caused by a bug in Blender or something that is missing from the tutorial.