Heat oven to 325°.
Combine butter and sugar in a large mixer bowl.
Beat at medium speed, scraping the bowl often, until creamy, about 1 to 2 minutes.
Reduce speed to low, add the flour, cornstarch and extract.
Beat until well mixed, about 1 minute.
Stir in pecans by hand.
Shape level tablespoonfuls of dough into 1-inch balls.
Place 2-inches apart onto ungreased cookie sheets.
Bake for 14-16 minutes or until set, pale golden but not brown.
Cool completely.
Place powdered sugar in small bowl.
Roll cookies in powdered sugar, turning carefully to coat both sides.