Two dipoles, with dipole moments $\mathbf{M}_1$ and $\mathbf{M}_2$, are held apart at a separation $R$, only the orientations of the moments being free. They are in thermal equilibrium with the environment at temperature $T$. Compute the mean force $\mathbf{F}$ between the dipoles for the high temperature limit $\frac{M_1 M_2}{k T R^3} \ll$ 1. The system is to be treated classically.
Remark: The potential energy between two dipoles is:
$$
\phi=\frac{\left(3\left(\mathbf{M}_1 \cdot \mathbf{R}\right)\left(\mathbf{M}_2 \cdot \mathbf{R}\right)-\left(\mathbf{M}_1 \cdot \mathbf{M}_2\right) R^2\right)}{R^5} .
$$