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Zuckerberg started Facebook in his Harvard dorm room in 2004. He also met his wife, Priscilla Chan, there.
Zuckerberg follows another famous Harvard dropout, Bill Gates, who spoke before its graduates a decade ago.
--AP contributed to this report.