Yes. By default there’s a right set on the blog post to allow only the current user to view it. But you can change the permissions on the blog page to allow more users or groups to view it.
I think your issue is the same as the following: Loading...
See also Blogs: Work together on unpublished posts? - #3 by TomTheWise