It's a virtual pinboard! (Ok, now what's a pinboard?)
Pinterest is a Virtual Pinboard. It allows you to "organize and share all the beautiful things you find on the web. People use pinboards to plan their weddings, decorate their homes, and organize their favorite recipes."
Pinterest is currently filling your Facebook news feed, if you have friends that are female.