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© 2017 KASKUS & GDPLabs. All Rights Reserved REINVENTING & IN THE MACHINE LEARNING ERA On Lee https://www.linkedin.com/in/onlee/ [email protected] [email protected] COO & CTO of KASKUS | CEO & CTO of GDP Labs | CTO of GDP Venture

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© 2017 KASKUS & GDPLabs. All Rights Reserved WAR & TECHNOLOGY

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© 2017 KASKUS & GDPLabs. All Rights Reserved WORLD WAR 1 1914 - 1918 WORLD WAR 2 1939 - 1945 KOREAN WAR 1950 - 1953 COLD WAR 1947 - 1991 WWW EMAIL INTERNET MACHINE LEARNING AI TRANSISTOR WAR TECHNOLOGY

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© 2017 KASKUS & GDPLabs. All Rights Reserved WAR ON TERROR 2001 - Present Google’s AlphaGo WATSON BEATS HUMANS IBM DEEP BLUE ANDROID iPHONE WAR TECHNOLOGY CLOUD COMPUTING DEEP LEARNING SPEECH

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© 2017 KASKUS & GDPLabs. All Rights Reserved INNOVATION BREAKTHROUGH ACADEMIA GOVERNMENT INDUSTRY

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© 2017 KASKUS & GDPLabs. All Rights Reserved REINVENTING COMPUTER INDUSTRY 1960 MAINFRAME 1970 MINI COMPUTER 1980 PC WORKSTATION 1990 INTERNET 2000 CLOUD COMPUTING NOW AI 2010 MOBILE COMPUTING

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© 2017 KASKUS & GDPLabs. All Rights Reserved Source: MIT Technology Review

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© 2017 KASKUS & GDPLabs. All Rights Reserved REINVENTING MICROSOFT 1972 - 1985 The
 founding of
 Microsoft 2011 - 2014 Windows 8 Outlook.com Surface Design 2007 - 2011 Microsoft Azure Windows 7 Microsoft Stores 1995 - 2007 Foray into the Web Windows 95, XP Xbox 1985 - 1994 Windows Office Present AI Cloud

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© 2017 KASKUS & GDPLabs. All Rights Reserved 7 AI “BLACK HOLE” COMPANIES

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© 2017 KASKUS & GDPLabs. All Rights Reserved Computer has replaced many blue collar jobs. Will AI replace white collar jobs? The Future Belongs to Learning Machine and Machine Learning

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© 2017 KASKUS & GDPLabs. All Rights Reserved WHAT KASKUS & GDP LABS HAVE DONE IN AI Building the AI team Hiring 1,000 Great Software Engineers Partnership With Major Universities R & D Investment

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© 2017 KASKUS & GDPLabs. All Rights Reserved THANK YOU!

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© 2017 KASKUS & GDPLabs. All Rights Reserved WE ARE HIRING! 1,000 great software engineers [email protected]