Now this doesn't mean destroying air defenses is easy. Factor in smaller SAM sites dispersed around th larger ones, as well as enemy air superiority fighter operating in the area and SEAD gets more complicated. SAM sites also sometimes turn their radars off until planes are close and ambush them. But SAM sites alone are not an impervious defense against air power.
2. Non-SEAD RWR is generally limited to "There is light shining on me." Not where it's coming from, let alone providing targeting information.
Passive sensors have advanced significantly.
I am going to admit to moving the bar - but at this point you have MIG-31s in the air looking for SEAD and taking down any AWACS.
It’s worse than that (for the defender). Missiles can loiter and wait, if the emitter is switched off, then strike when it switches back on again.
The other bit of information that might be perhaps missing from some (other!) explanations is that this arises entirely because the ground station has to receive a radar reflection _of the original beam_ from the target. Given that power goes as 1/r^2, this means that in practice range drops off sharply for the ground-based station as 1/r^4. Meanwhile, the aircraft can just _detect_ some sort of blip-over-thermal power spectral density coming from somewhere. Given identical amplifier performance (which, with good designs, should be limited by physics) and you end up with the attacking aircraft "winning" from a back-of-the-envelope point of view.
This ignores the fact that it can be traditionally quite easy to confuse radar by "just" transmitting the "right" signals at the right time. There's a good 1960s video that explains a lot of the basic ideas here: https://www.youtube.com/watch?v=pyFqaaqqph0