To limit the amount of radioactive iodine uptake by the thyroid. Further info regarding the administration of potassium iodide as a thyroid blocking agent in radiation emergencies can be found on he FDA website.
Source
Wingard, J. "Treatment of radiation injury in the adult" Up to Date. 15 March 2011.