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DutchMLSchool. Digital Strategy and AI

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Digital Strategy and AI - ML for Executives Course.
DutchMLSchool: 1st edition of the Machine Learning Summer School in The Netherlands.

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DutchMLSchool. Digital Strategy and AI

  1. 1. Jeroen van der Velden Machine Learning Summerschool 2019
  2. 2. Dr. Jeroen van der Velden Associate Professor in Strategy Director Center Strategy, organisation and leadership Strategic advisor j.vdvelden@nyenrode.nl
  3. 3. Machine learning has great impact on the strategic agenda of an enterprize and on society The future is near and unclear Machine learning and AI as a wicked problem 3
  4. 4. 4 This is your last chance. After this there is no turning back. You take the blue pill: the story ends, you wake up in your bed and believe whatever you want to believe. You take the red pill: you stay in Wonderland and I show you how deep the rabbit hole goes." - Morpheus (The Matrix, 1999)
  5. 5. THE END OF THE INDUSTRIAL AGE 1969 5
  6. 6. 6 The first sign of the age of AI 1968 HAL 9000
  7. 7. 7 The fourth industrial wave (Davos, 2017)
  8. 8. Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. 8
  9. 9. 9
  10. 10. “By 2029, AI will have human-level intelligence” “2029 is the consistent date I have predicted for when an AI will pass a valid Turing test and therefore achieve human levels of intelligence. I have set the date 2045 for the ‘Singularity’ which is when we will multiply our effective intelligence a billion fold by merging with the intelligence we have created.” 2029 is the consistent date I have predicted for when an AI will pass a valid Turing test and therefore achieve human levels of intelligence.
  11. 11. Source: http://waitbutwhy.com/2015/01/artificial-intelligence-revolution-1.html our distorted view 2019
  12. 12. a more realistic view 2025 - 2029 Source: http://waitbutwhy.com/2015/01/artificial-intelligence-revolution-1.html
  13. 13. Virtual Beings The “world’s first” AI news anchor has gone live in China
  14. 14. 14 Application of AI leads to greater customer intimacy, increasing competitive advantage and improving efficiency. Gartner 2107
  15. 15. Machine learning application areas Bots, chatbots Conversational platforms Analytics models Smart objects, sensors and environments Gartner 2017
  16. 16. Machine learning IMPACT on enterprise and society Gartner 2017 WorkBusiness models Safety & security society organization
  17. 17. IMPACT ON FUTURE OF WORK
  18. 18. A PARADIGM CHANGE FOR ORGANIZATIONS environment To design To adapt volatilestable
  19. 19. HOW TO ORGANIZE? Structure Processes Culture Planned Emerging Build on stability Build for change
  20. 20. Machine learning Industry sectors are changing (or going to change) fundamentally Mobility Finance Health Energy Safety and security
  21. 21. 25
  22. 22. Interference between problems Complexity Uncertainty Ambiguity Conflict Social constraints … Camillus (2008)
  23. 23. Wicked problems can not be solved. You might be able to tame them Camillus (2008)
  24. 24. Do not only focus on problems you solve with AI but also on the problem(s) AI may cause
  25. 25. Machine learning has great impact on the strategic agenda of an enterprize and on society The future is near and unclear Machine learning and AI as a wicked problem 33
  26. 26. And now 34

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