Seems there's a global authentication (and possibly lots more services) issue with Office 365 and some Azure services. If anyone is looking after these services, you can currently get updates from Twitter more reliably than from the Microsoft service status pages.
https://twitter.com/AzureSupport/with_replies
https://twitter.com/Office365Status
Good luck out there!
