Will Artificial General Intelligence emerge from the Web?

Will AGI emerge in the form of a single entity or will its "brain" be distributed over a number of computers
on the web?

Evolution of robot:
http://www.dailymotion.com/video/x3pkfk_bullied-robot_tech

http://www.techeblog.com/index.php/tech-gadget/homemade-robot-designed-to-play-pong-never-loses

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