Unfortunately they will not be mirroring the Android SDK in Go, but only the NDK bits. It's noted in the document that it would be too much of a bear to keep up with the official SDK, and an automated tool would generate crappy, non-idiomatic Go.
I think Dart or another JVM language are the only hope for getting away from Java on Android. Dart is maybe a longshot at this point though.