Note that this is for U.S. Amazon Prime members who own Kindle devices—no apps. There's more information about borrowing and returning books from the Kindle Owners' Lending Library
here.
And here's a link to Amazon's Press Release:
"Introducing The Kindle Owners' Lending Library".