Consider a system with countable quantum states. One can define $J_{ij}$ as the rate of transition of probability from i-th to j-th quantum state. In H-theorem, if one assumes both $$ H:=\sum_{i} p_{i}\log p_{i}$$ $$J_{ij}=J_{ji}$$ then they can prove the H always decrease. The latter is Fermi's Golden Rule states that the transition rate's matrix is symmetric.
I have seen in Federick Reif's book Fundamentals of Statistical and Thermal Physics he has proven Fermi's rule. Briefly, consider a quantum system which obeys Schrödinger's equation:$$\mathrm{i}\hbar\frac{\mathrm{d}\psi}{\mathrm{d}t}=H\psi$$ where $H$ is Hermitian. Then one can use these relations to prove Fermi's Golden Rule in this specific case: (I show i-th eigenvector with $\psi_{i}$.) $$J_{ij}\propto |\langle{\psi_{j},H\psi_{i}}\rangle|^2=\langle{\psi_{j},H\psi_{i}} \rangle\overline{\langle{\psi_{j},H\psi_{i}}\rangle}$$ and H is Hermitian, so: $$J_{ij}\propto |\langle{\psi_{j},H\psi_{i}}\rangle|^2=\overline{\langle{H\psi_{j},\psi_{i}} \rangle}\langle{H\psi_{j},\psi_{i}}\rangle=\langle{\psi_{i},H\psi_{j}} \rangle\overline{\langle{\psi_{i},H\psi_{j}}\rangle}$$ Hence: $$J_{ij}=J_{ji}$$
As a result, we can prove that entropy for an isolated system always increases at least for some special cases with these assumptions:
I. If our quantum states are countable.
II. If our system can be described with a Hamiltonian that is Hermitian.
I have a question: do you have an example of a system does not obey these two assumptions? If so, is Fermi's Golden Rule a principle? How can we prove it using quantum mechanics? Do you know some articles about it?