That's absolutely correct. It's about the exchange of tax information. It has nothing to do with the underlying tax liability. That comes from the Internal Revenue Service and the U.S. tax code and has been in place for the better part of 100 years, as far as I know.
On May 14th, 2014. See this statement in context.