The only niggle is that when you set your IDE to Java 8 (be it Eclipse or IntelliJ) it exposes Java 8's new methods - and allows those on our desktop machine builds. We've been caught out a few times as it compiles just fine for Android, then explodes at runtime on device - but never anything that didn't get caught in QA. If you just want the lambdas and method referencing, it's wonderful.
Curiously, we do get crash reports coming in from select Android devices that still don't have some of the standard library from Java 7 implemented. That catches us out in production more often but, fortunately, it looks like >99% have no issue with 7.