This paper reviews some recent developments in the theory of stationary sta
tes in collisionless media that are very far from thermal equilibrium. Such
states may evolve under conditions when the binary collision time is much
longer than any characteristic time of the processes under consideration. A
typical example of such a system is collisionless turbulence in a plasma w
hen the plasma evolves into a highly nonlinear state entirely dominated by
wave generation, wave-wave and wave-particle interaction and generating a n
early stationary level of turbulence. Sometimes it is very difficult to des
cribe the evolution of such a state. The present theory shows that it is ne
vertheless possible to develop a macroscopic picture in the framework of st
atistical mechanics and thermodynamics which allows for the macroscopic des
cription of such states. This can be achieved introducing a control paramet
er kappa. The equilibrium distribution which replaces the Maxwell-Boltzmann
distribution is a generalized Lorentzian or kappa -distribution. We sketch
the underlying statistical mechanics and provide some arguments for the va
lidity of this approach. On this level it is not possible to obtain a micro
scopic theory of kappa, however, which must be constructed on the way of re
ferring to the particular kind of turbulence. We note a number of unresolve
d problems.