I suspect that, given that iPhones can be “found when turned off”, modern iPhones are never really in a powered down state to begin with. Something has to be running in order to 1)negotiate a network connection, 2) identify the phone, 3) communicate with other devices, etc and this implies an operating system must be online for all of this processing to happen.