A follow-up the Andrew WK's 2009 Gundam album. You're Not Alone is his first release since 2011's EP. And except for having an awesome album cover, Andrew describes the upcoming album as "emotional" and "amplified by the celebratory spirit of glorious partying.".
So it seems Andrew hasn't changed genre. Still being very much for partying. We don't need to be worried.