Replacement high-k dielectrics for Si(O,N) in MOSFETs undergo many physical and chemical changes during deposition and processing. The situation is even more complicated when a metal electrode is inserted into the gate stack. Investigation of such systems using advanced nanoanalytical techniques in the transmission electron microscope is discussed.