According to Microsofts health monitor. This issue is now resolved.

All users may be unable to access the Exchange Online service

EX212990, Exchange Online, Last updated: May 13, 2020 1:53 PM

Start time: May 13, 2020 1:23 PM

Status Service degradation

User impact Users may be unable to sign in to the Exchange Online service.