I've played with this as well, with similar results. And I mean really similar - it gave me lyrics with pretty much the same length of phrases and similar pacing and rhyming. And it gave me 80% the same chords. So while yes, it can write songs... it (unsurprisingly) writes mostly the same song with different lyrics.