Combine sugar and unsweetened chocolate in a small saucepan with a splash of water. Bring to a boil, stirring until sugar is dissolved. Remove from heat.
Pour heavy cream into a blender and whip, adding chocolate syrup slowly. Toss in chocolate chips after fully incorporated. Pour into a plastic quart container and freeze.