Quarter all of the potatoes and place in a medium-sized pot, fill with cold water, and bring to a boil.
Cook until potatoes are tender (approx 10 minutes).
Remove from the stove, drain, and let cool.
In a blender, combine all other ingredients and blend until smooth.
Once the potatoes are cool, pour the sauce mixture over and mix well.
Garnish with additional dill (optional).