Alright lads...
I've got this.
Why not give the user the ability to specify their interests in their browser config (if they so desire) and decide whether or not advertisers can have access to that list.
Simple.
If a user has designated that a child is using the device then any and all tracking / fingerprinting should be disabled...completely and advertisers should not display ads.