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I think people forget (or never experienced) when Facebook introduced interests to connect people together when network was campuses only. https://t.co/Bbc1FuM1P8

Facebook stumbled into a data gold mine in building people's interest graph & built a data moat. More successful vs:https://t.co/UUKEGedcOe

Now we have a system that's been tainted by it's initial state: incentives have pushed companies into a corner.https://t.co/5XwpWjAxH0

And a world where we can predict your social status based on curly fries.https://t.co/iHsIm3xUzo

And AI systems being built to target personality, political affiliations. It's not rocket science; It's incentives.https://t.co/AT2umwcGTm

Facebook's ad targeting system is pulling data from systems where I can accidentally put a cat on an interest;https://t.co/Sw0lQlZQqV

And as this this thread illuminates, it's only going to get worse as these systems crystallize: https://t.co/8If95ybKUe

What many don't seem to articulate about this is that it's systemic.A feedback: advertising is advertising itself.https://t.co/KWhWen9dnr

Fake news, bot manipulation, the ever groping reach of ads clawing it's way into our world view... incentives.https://t.co/DUttfh8bNs

It's incentives all the way down.https://t.co/x7zz2FSVVf

It is pervasive - people look at these ad-rev giants & all that delicious advertising $... It clouds our thinking.https://t.co/qWrSJdzscm

"You don't just create evil, you create and help to perpetuate sustainable ecosystems of evil."https://t.co/AjGrU1Ol1Y

We are building a monster.https://t.co/3RDWO5FDUU

It's not just google, not just facebook, this thinking is everywhere:https://t.co/HxOPwWwUYy

Welcome to the new normal.https://t.co/QRFqTQD7J0

"...and determine what shape its institutions will one day take by assuming people will obey incentives." https://t.co/Dn7IIs324g

"sometimes necessary to break the rules that required obedience to the system in order to avoid systemic evil."https://t.co/jAsafbhgT3

A step further: get mad at systematic & institutional incentives that have execs chasing aggressive growth metrics?https://t.co/hWRav9Y5ZV