I'd explain the theory in detail but I just don't want to ruin it for anyone even with spoiler tag. And they've dropped little hints here and there throughout the season. So sooner or later we'll find out. I will say in the books they laid much more back story, groudwork, and foggy little hints here and there. It seems they just now got around to it on the show.