Microsoft had recently pushed out an Exchange Online change, but it has been forced to pull it as it caused widespread Outlook mail issues.
Outlook outage RSS
Microsoft has now fixed the issue that was preventing Outlook users on the web from searching their emails, which it said was due to a recent service update that caused a configuration issue.