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Source? I'd also heard the "AWS was Amazon's extra capacity since they only use it all on black Friday" story.

It's a common misconception. Chris Pinkham and Ben Black created it, and it never had anything to do with excess capacity. http://blog.b3k.us/2009/01/25/ec2-origins.html