My drill bit falls out of my Dewalt Drill that I just bought if I increase the speed and then totally release it....is this a quick release feature?

No, this is not a new feature. Sounds like you are simply not tightening the chuck enough. - If you are, and it still happens then the chuck is faulty, -take it back for another.