SNK seems to be doing what everybody wants, since the studio just announced that they are indeed developing a new King of Fighters game. No details are known, other than that they are looking for new developers with experience of working with Playstation 3 and 4 plus Xbox 360 and Xbox One. Hopefully we'll get to know more in a not too distant future, perhaps Tokyo Game Show this autumn...?
Thanks NeoGAF.