The seasons are rightly set to the average weather for the time of year. It would make absolutely no sense to set them so that the hottest months are at the end of Summer/start of Autumn or for the coldest to be end of Winter/start of Spring.
That said, our seasons are shifting so they may need to be revised to fall later. Not earlier.