I spent a long time running an adtech program. The biggest secret is how basic most advertising systems really are.
Take a look at this for example: https://www.theverge.com/23293687/amazon-irobot-acquisition-...
Even simple ad systems are a huge privacy threat. Add to that audio, location, and even AI screen reading surveillance, and you're screwed.