Antiunitary time reversal preserves the energy spectrum
= Antiunitary time reversal preserves the energy spectrum
For antiunitary $T$, conjugate linearity gives $T(i\psi)=-iT\psi$. Differentiating
$$
U(t)T=TU(-t)
$$
therefore yields $HT=TH$. Time reversal maps an energy eigenspace to itself and creates no negative-energy instability.