There are ad exchanges patterned after financial exchanges. There are more brokers of ads and stocks than anyone would have imagined. Finally, financial markets are designed to take advantage of inefficiencies in a reasonably compressed period of time. This belief forms the basis for the efficient markets theory. But advertising seems so inefficient, almost at its core, almost by design. Is the ad market really a long-term inefficient one?

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