Theyre incentivized to serve any and all ads, if they are scammy illegal or otherwise google doesnt care because theyre insulated from any potential consequences.

I marvel every time I see people on HN talking about being served ads on youtube videos or elsewhere. You would think here of all places adblock would be standard.