I'm beginning to believe that the answer is to simply devalue all that information. We can do it in some contexts on the technical side, for example, rotating passwords devalues stolen credentials, virtual credit cards, random MAC for wireless scanning, etc.
So how far can we push this? If you got into my email, but 90% of the messages there were generated by AI and 10% are legit, can you accurately profile me?
To get a little more on topic, how close do you think we are to 3D printers that can print a mask of your face? Once that happens, will the value of these "face recognisers" drop off a bit?