Yesterday got another update to this Microsoft released Youtube App, this time most feature works but it appears that it's just a "shell" over the Internet Explorer. (You could see it when you hold the "Back" button)

Worse of that, it won't exit when press the "Back" button (In the end I have to switch to desktop, run Internet Explorer once and kill it, then it'll exit). Definately need more polish before release...