Testing in the digital age; international booklaunch at German Testing Day
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The new book "Testing in the digital age; AI makes the difference" is about all knowledge needed for todays and tomorrows test engineering. It includes topics like "testing of AI", "testing with AI", "testing of blockchain", new quality characteristics and more. The book was launched in the Netherlands on 1 June and internationally in Germany on 8 June. In this presentation Rik Marselis gives an overview of this new book in the TMap suite of testing knowledge.
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Testing in the digital age; international booklaunch at German Testing Day
- 1. Testing… in the digital age AI makes the difference Booklaunch German Testing Days, Frankfurt, 8 June 2018 Rik Marselis
- 2. | Who has a robot? © Sogeti 2018 2 Who has a robot? In 10 years all of you will !!
- 3. 1980 Rik Marselis@rikmarselis 2007 2012 20122008 Workgroup -member 20142009 Management consultant Digital assurance & testing
- 4. | The future of testing: quality forecasting © Sogeti 2018 4
- 5. | Would you like to work with a robot? © Sogeti 2018 5
- 6. | Cobotics: collaborating with robots © Sogeti 2018 6
- 7. | Exoskeleton: robot gives extra muscle-power © Sogeti 2018 7 Ruben de Sain crowdfunded his exoskeleton to get out of his wheelchair.
- 8. | What are your fears about intelligent machines? © Sogeti 2018 8
- 9. | The Frankenstein factor: fear of AI © Sogeti 2018 9Source: SogetiLabs “The Frankenstein Factor”
- 10. |© Sogeti 2018 10 Super intelligence & super stupidity Foto uit de film “Ex Machina” 2015
- 11. | Two more general worries Loss of culture and defeating nature © Sogeti 2018 11
- 12. | Let’s cope with these fears in a scientific way… © Sogeti 2018 12
- 13. | Six angles of quality © Sogeti 2018 13 Existing knowledge New knowledge
- 14. | Mechanical, Electrical, Information processing © Sogeti 2018 14 No. 2001 is seen on the rollers at the Vitry test plant Gresley Society Collection, 1934 Testing an electric stove, 1970’s © handyman The 7 generic testing activities of TMap® 1995/2006 Existing knowledge But still very relevant, also for testing intelligent machines.
- 15. | Testing intelligent machines is different… © Sogeti 2018 15 Traditional testing compares expected and actual outcome. For intelligent machines predicting outcome is difficult; todays correct result may differ from tomorrows correct result, so: - Define tolerances - Control input - Test the machine in its intended environment - Use new quality characteristics
- 16. | ISO25010 – Product Quality characteristics © Sogeti 2018 16
- 17. | ISO25010 extended quality characteristics © Sogeti 2018 17
- 18. | The new quality characteristics © Sogeti 2018 18
- 19. | Machine learning – ability to learn © Sogeti 2017 19 <<< vervangen door filmclip >>> This is what machine learning looked like ☺ Scene from the film “Short circuit” (1986)
- 20. | Ability to learn and to unlearn Machine learning • Continued learning • Frozen Examination • One-time • Continuous Un-learning © Sogeti 2018 20 Video: Unlearning and relearning to ride a bicycle
- 21. | How to unlearn AI’s ? Rule-based AI: • Change the programmed rules Reinformement learning AI: • Change goal(s) • Control input • Feed new learning data © Sogeti 2018 21 U N
- 22. |Morality: Ethics & Privacy Scene from the film “Robot and Frank” 2012
- 23. | Scene from documentary “I am Alice” 2015 Morality: Ethics & Privacy
- 24. | Personality - mood © Sogeti 2018 24 Personality: mood & humor
- 25. | now let’s look at testing WITH them Well, this was all about testing OF intelligent machines, 25© Sogeti 2018
- 26. | Robot automatically performs regression tests © Sogeti 26 Video that shows how Sogeti does regression testing of a cockpit at Airbus
- 27. | Robot automatically performs regression tests © Sogeti 2017 27 Low-cost (€300,-) robot-arm tests mobile devices. Connected to test ma- nagement tool. Test cases check if the quality goals are met and risks are covered.
- 28. | Use a digital twin to virtually test a product… © Sogeti 2018 28
- 29. | More testing in less time © Sogeti 2018 29
- 30. | The future of testing: quality forecasting © Sogeti 2018 30
- 31. | Forecasting using multiple models © Sogeti 2018 31 The tester will interpret the outcome of multiple models and create the advice for the stakeholders
- 32. | Cognitive QA – for example: smart dashboards © Sogeti 2018 32
- 33. |Sogeti PowerPoint Referentie 2014 33
- 34. Thank you. This book was introduced on 1 June 2018 Humayun Shaukat Tom van de Ven Rik Marselis © Sogeti 2018