This threw me at first as I added new music to the Mezzmo library. Did I not tag the songs correctly? I rechecked and found yes - they are tagged correctly.
Since I was mostly playing newly added music, I didn't realize this symptom also applied to my older music too. Nothing is reporting the release date.

Playback is to a Samsung E series smart TV,