The description of an open quantum system's decay almost always requires several approximations as to remain tractable. Here, we first revisit the meaning, domain and seeming contradictions a few most widely used such approximations: semi-group Markovianity, linear response theory, Wigner--Weisskopf rotating-wave approximation. Secondly, derive effective time-dependent theory corresponding gene...