The present invention generally provides methods of improving thermoelectric properties of alloys by subjecting them to one or more high temperature annealing steps, performed at temperatures at which the alloys exhibit a mixed solidliquid phase, followed by cooling steps. Each of the switches is sufficiently isolated to protect adjacent switches upon failure of one or more switches. Areas of the IC chip are removed by polishing until a region surrounding a particular contact or via is exposed.