New option from the Activity part of the menu at the top. It's an edited version of the All Activity stream which is not new.
Assuming that your Personal Settings are set to the default notification preferences as selected, the personal activity stream shows postings made on content on topics you have created or have posted a reply.
To control which topics are included in the stream go to the top of any page of the topic. Tick or untick the Following This Topic button.