I am not sure about your questions. Most of the time, it is my problem. With the volume of questions, I typically spend less than 30 seconds to understand a question. :-(

I guess you are asking why this is not a zero-sum game. In the equation below, they are not because, in practice, it helps to create a better signal for the model to learn.