The following are exempt at all times from taxation of every kind and nature whatsoever by the State, a political subdivision, or a governmental unit of any kind:
(1) a bond or note that the Administration issues under this part;
(2) the transfer of, interest payable on, or income derived from the bond or note; and
(3) profit realized by the sale or exchange of the bond or note.