(SOLVED BELOW. I just wanted the community to be aware as it took me a full day in support to find out).
In JIRA, I was trying to Restore one of my Backups and I was getting the error:
java.lang.IllegalArgumentException: Unsupported field encountered: binary
None of my backups from the past 2 weeks were able to be imported with Restore Backups as I kept seeing this error.