I am having the same issue. All of my custom Code Blocks are previewing this way since only very recently. However, this does not affect my live site. And if I click on "Edit", the code still shows up correctly. There is simply no preview. I'm on 7.1.
I believe this is a recent bug, as there are other related threads:
I have opened a support ticket.
Ben