Could be prevented by more advanced "AI detection", especially on calls from unknown numbers.

It doesn't even have to be based on watermarking. It could be as simple as, "hold on a sec your AI countermeasure was listening and noticed you got this suspicious call, please be aware this may be a scam. Here is what you should do next..."