  We discuss an invertible version of Furstenberg's `Ergodic CP Shift Systems'.
We show that the explicit regularity of these dynamical systems with respect to
magnification of measures, implies certain regularity with respect to
translation of measures; We show that the translation action on measures is
non-singular, and prove pointwise discrete and continuous ergodic theorems for
the translation action.
