I am following along Chapter 3 of Breuer and Petruccione's book. For a Hilbert space $\mathcal{H}_{S} \otimes \mathcal{H}_{R}$ and Hamiltonian $$ H = H_{S} \otimes \mathbb{I}_{R} + \mathbb{I}_{S} \otimes H_R + g H_{\mathrm{int}} $$ where $H_S$ is the Hamiltonian for the system of interest, and $H_R$ is the Hamiltonian for the reservoir (which will later be traced out). For simplicity, assume this Hamiltonian is time-independent. The Liouville equation for the full system's Schrodinger-picture density matrix $\sigma(t)$ is given by $$ \frac{d \sigma(t)}{d t} = - i [ H, \sigma(t) ] $$ Switching to the interaction picture where $$ \sigma_{I}(t) := e^{+iH_At} \otimes e^{+iH_Bt} \sigma(t)\ e^{-iH_At} \otimes e^{-iH_Bt} $$ and $$ V(t) := e^{+iH_At} \otimes e^{+iH_Bt} H_{\mathrm{int}} \ e^{-iH_At} \otimes e^{-iH_Bt} $$ we then get the interaction-picture Liouville equation $$ \frac{d \sigma_I(t)}{d t} = - i [ V(t), \sigma_I(t) ] $$
Defining $\rho(t) := \mathrm{Tr}_{R}\left[ \sigma(t) \right]$ to be the Schrodinger-picture reduced density matrix for the system, and then defining the interaction-picture version of this as $$ \rho_I(t) := e^{+ i H_A t}\rho(t)e^{- i H_A t} $$ we then get the equation of motion (to lowest order in the coupling) $$ \frac{d\rho_{I}(t)}{dt} \simeq - g^2 \int_0^t ds\ \mathrm{Tr}_{R}\left( \big[ V(t), [ V(s) , \sigma_I(s) ] \big] \right) $$ where we have also assumed $\mathrm{Tr}_R[ V(t), \sigma(0) ]=0$.
Furthermore, in the Born Approximation, or weak coupling approximation we assume that the reservoir is unaffected by the system in that $$ \sigma(t) \simeq \rho(t) \otimes \varrho_{R} $$ for all times $t$ where $\varrho_{R}$ is some static state of the reservoir. This results in the integro-differential equation $$ \frac{d\rho_{I}(t)}{dt} \simeq - g^2 \int_0^t ds\ \mathrm{Tr}_{R}\left( \big[ V(t), [ V(s) , \rho_I(s) \otimes \varrho_{R} ] \big] \right) $$ which is hard to solve. For this reason, the Markov approximation is taken, where we first replace $\rho_{I}(s) \to \rho_{I}(t)$ (which assumes $\rho_{I}(s)$ is slowly-varying) $$ \frac{d\rho_{I}(t)}{dt} \simeq - g^2 \int_0^t ds\ \mathrm{Tr}_{R}\left( \big[ V(t), [ V(s) , \rho_I(t) \otimes \varrho_{R} ] \big] \right) $$ and under the assumption that the integrand disappears sufficiently fast for times $s \gg \tau_{R}$ (where $\tau_R$ is the timescale over which correlation functions for the reservoir decay), we switch the integration variable $s \to t - s$, and then take the upper limit to $\infty$ so that: $$ \frac{d\rho_{I}(t)}{dt} \simeq - g^2 \int_0^\infty ds\ \mathrm{Tr}_{R}\left( \big[ V(t), [ V(t-s) , \rho_I(t) \otimes \varrho_{R} ] \big] \right) \ . $$
My Question: Why do you replace $\rho_{I}(s) \to \rho_{I}(t)$ and not make the replacement $\rho(s) \to \rho(t)$ (in the Schrodinger-picture)?
With the identity $\dot{\rho}(t) = - i [H_A,\rho(t)] + e^{-iH_A t} \dot{\rho}_I(t) e^{+i H_A t}$, you can easily write the earlier integro-differential equation in the form $$ \frac{d\rho(t)}{dt} \simeq - i [H_A,\rho(t)] - g^2 \int_0^t ds\ e^{-i H_A t} \mathrm{Tr}_{R}\left( \big[ V(t), [ V(s) , e^{+i H_A s}\rho(s)e^{-i H_A s} \otimes \varrho_{R} ] \big] \right)e^{+i H_A t} \ , $$ and then it would seem reasonable to replace $\rho(s) \to \rho(t)$ (assuming $\rho(s)$ is slowly-varying).
It seems to me like it would make more sense that $\rho(s)$ is slowly varying rather than $\rho_I(s) = e^{+i H_A s}\rho(s)e^{-i H_A s}$ (which usually includes oscillatory factors $e^{i \Delta E t}$ in terms of energy gaps of $H_A$).
What is the reason?