FYI there is a community change happening, you will get puzzled and here is how to ignore.
Top-right corner will see notifications. Mostly ignore. The community admins are moving older threads to being in specific sub-forum categories, that appears as a reply notification. Ignore.
Go to unread and then see new things - they are actually new.
Go into unread notifications and mark as read - they are ghost notifications not real.