(I'm sorry for creating a new message in reply but I don't get my own messages.) The problem was of course the uniform_01 distribution which uses the underlying generator by value rather than reference. I now tie in a uniform_real in the same interval and it works just fine. Enjoy the rest of the weekend, Moritz