Paper.li originally aimed to solve the problem of processing the never-ending stream of links posted on Twitter, letting you customize the content with hashtags and Twitter users whose links you like the most.
Done right, Stories could solve the problem of missing news on Twitter, where tweets speed by in an ever-changing stream and can be missed unless users look at the site all the time.