Harry Truman actually said...
We have offered to surrender the most powerful thing we have under our control, if the world will come in and set up a control of that weapon which will prevent its use for the destruction of mankind.
Context
Remarks to a Group of New Democratic Senators and Representatives.
04/05/1949