John Kennedy actually said...
Well, the phrase expressed our feeling that the 1960's--this coming decade-was going to be a period of entirely new material changes, that science had brought the means of a much better life for people, not only in the United States, but all around the world and, therefore, we were crossing that frontier.
Context
Transcript of Remarks During an Interview for British Television.
04/18/1961