Is South Africa the Next Silicon Valley?

When you think of the most innovative places in the world, what do you picture? Silicon Valley and its array of tech startups? Tokyo, because it has the highest number of patents filed worldwide? London, where over 15% of the workforce is employed in the tech sector? Or are you imagining somewhere else?