After playing with the editor settings a bit more, I have been able to get the destructible to break. However, it breaks all at once (exploding with a huge amount of force sending chunks everywhere), rather than piece by piece. This is without simulating physics. If I turn that option on, the mesh explodes as soon as I hit play.