I'm not sure if it's just me, but there used to be an indication that an unread/new post exists.
It was IIRC, shown with the category when viewing the Index.
Also, when I click on the "Show Unread Posts" I get nothing.
So, the only way for me to find new posts is to open every categories page where I can see the New indicator.