We argue that, as originally formulated, the first principles spin dynamics
of the finite-temperature and non-equilibrium properties of itinerant magn
ets recently proposed by Antropov el al. is not clearly defined within dens
ity functional theory. We show how constrained density functional theory ca
n be used to provide a formal basis for describing the instantaneous non-co
llinear states that are being evolved according to the classical equation o
f motion of spin-dynamics. We propose a constrained local moment (CLM) mode
l in which specific orientational configurations are maintained by local tr
ansverse constraining fields that are obtained self-consistently. A general
algorithm for finding the constraining fields is used and the existence of
a CLM state is demonstrated for specific model problems including a cell o
f 512 Fe atoms for which the orientations of the magnetic moments are rando
m.