SharePoint by default is setup to authenticate all users, this is why you get
the dialog  box. There are 2 ways to avoid this - you can either enable
anonymous access (if you don't want authentication to happen at all) or change
your settings to make sure you are using Windows Integrated Authentication
(which will authenticate based on your current Windows login). Both options are
covered in the administrator's guide.