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Source: http://instagram.com/p/RY57HLNzpI/

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Source: http://instagram.com/p/RY57HLNzpI/

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Reactive to predictive

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atlas.media.mit.edu

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atlas.media.mit.edu Predictability, therefore, hints towards the existence of natural laws that might not yet have been able to characterize or discover. -- Cesar Hidalgo

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Source: http://gothamist.com/2009/01/30/maple_syrup_smell_moves_around.php

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asthmapolis.com

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sfpark.org

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Capacity planning Emergency vehicle deployment Traffic flow Weather Budget analysis Crime prevention Education etc

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Some examples from the Internet

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ads

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fraud

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security

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security

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privacy

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privacy

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authentication & authorization

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GTFS 2005 2012 GTFS GTFS GTFS GTFS GTFS ? ? ? GTFS “pulling” standardization

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TRUST BEFORE THE FACT AFTER THE FACT

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TRUST Bureaucracy Friction Permission BEFORE THE FACT AFTER THE FACT

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TRUST Bureaucracy Friction Permission Transparency Accountability Innovation BEFORE THE FACT AFTER THE FACT