Earlier quoted context omitted.
if you look at the sample image there are data points like "inferred salaries", "inferred years of experience", number of connections (and possibly other stuff) that somebody may or may not have wanted to advertise to the universe. the leaking of semi-public data (over which we may have some control) alongside "inferred bits" and behavioral data (over which we don't) and combined with other legally or illegally obtai…
What do you think is a good solution to this problem?
never have 700M profiles in one place. decentralization by default - large scale centralization only when absolutely needed and with rigorous controls as a public (or highly regulated) good.
never create portable / tradeable behavioral profiles that can be linked to individuals. what can happen will happen and is happening.
never offer trivial free services in exchange for significant private data. establish a respectful and healthy client/user relation without hidden third parties in the loop