Access app icon appear as an X in SharePoint Site Contents

Issue:

Icons for Access apps in SharePoint Online Site Contents are showing small x's instead of the Access icon (screenshot below). The apps should launch normally and there are no noticeable problems in the actual apps.

Status:

The developers have reported that this issue should now be resolved for all tenants.