Vladimir Arutin presents on the topic of artificial intelligence in software testing. He discusses how AI is being used in various industries like automotive, agriculture, manufacturing, and healthcare. He also talks about different AI tools that can be used for testing, such as testim.io which uses machine learning for test authoring, execution, and maintenance. Finally, he notes both the benefits of using AI in testing, such as early test completion and less time/effort, as well as the risks like high costs and loss of information.

1. ARTIFICIENT INTELLIGENCE IN
SOFTWARE TESTING
VLADIMIR ARUTIN

3. Vladimir Arutin
QA Engineer
in HYS Enterprise
ISTQB® Certified Test Manager

4. WHAT IS ARTIFICIENT INTELLIGENCE?
village idiot Einstein
Einstein
village idiotmouse
chimp
recursively self-improved AI
The scale of intelligence

6. WHAT IS ARTIFICIENT INTELLIGENCE?
“Artificial intelligence (AI),
the ability of a digital
computer or computer-
controlled robot to perform
tasks commonly associated
with intelligent beings.”
The Encyclopedia
Britannica states

7. “We are on the edge of
change comparable to the
rise of human life on
Earth”
Vernor Vinge,
“TECHNOLOGICAL SINGULARITY”, 1993

15. Karel Capek “Rossum’s Universal Robots” (RUR), 1921

16. Turing Test in “Computing Machinery and Intelligence", 1950
Alan Turing
(1912 - 1954)

17. Dartmouth Conference: The Founding Fathers of AI, 1956

18. Electronic delay storage automatic calculator (EDSAC), 1952

19. Apple Computer 1, 1976

20. Neural Network-Based Autonomous Driving, 1992

21. Deep Blue win Kasparov, 1997

22. Watson' computer wins at 'Jeopardy', 2011

23. AlphaGo wins Lee Sedol, 2017

25. Credit: PWC

26. Credit: PWC

27. “The future is
scary
and very bad
for people” “AI is a ‘demon’ that
is potentially more
dangerous than
nuclear weapons ”
“I don’t
understand why
some people are
not concerned ”
“… full AI could
spell the end
of the human
race ”
WHAT PEOPLE SAY ABOUT AI
Bill Gates
Elon MuskSteve Wozniak
Stephen Hawking

28. Credit: BusinessInsider.com
Industries that robots will transform
by 2025
Automotive – 10% of cars will be fully autonomous and many will
drive themselves. Japan is testing “robot taxis” for transportation
during the 2020 Olympics in Tokyo.
Agriculture – Farm will increasingly use AI technology and big data
analytics to optimize crop output. More driverless tractors, drones
and milk bots.
Service – Personal robots will take on easy, dangerous or repetitive
jobs. Mowing your lawn, cleaning your windows, washing dishes.

29. Financial – Up to $2.2 trillion in investments will be made through AI-enabled
computers that can learn markets.
Healthcare – Robot assistance in critical surgery, elderly care, disabled patient
assistance. In 2000 there were 1, 000 robot-assisted surgeries performed, with 570, 000
in 2014.
Manufacturing – 10 % of worldwide manufacturing tasks are automated. In 10 years
that will increase to 45% as robots get cheaper.
Aerospace and Defense – 90 countries now operate drones, 1/3 are armed. The
number of commercial and military drones will triple over the next 5 years.
Autonomous military vehicles and land robots are under development.
Industries that robots will transform
by 2025
Credit: BusinessInsider.com

30. 80 million jobs in the United States are at risk of being taken over by robots in the
next few decades, a Bank of England(BoE) official warned.
In a speech at the Trades Union Congress in
London, the bank’s chief economist,
Andy Haldane, said that up to 15 million jobs
in the U.K. were at risk of being lost to an age
of machines, which is around half of the
employed population.
ARE OUR JOBS AT RISK? YES!

31. Credit: Ray Kurzweil

32. HOW COMPANIES ARE CURRENTLY USING AI
Credit: MarketingCharts.com

33. HOW ANIMALS LEARN

34. • PAY ATTENTION
• REMEMBER WHAT
HAPPENED
• CREATE A PATTERN
IN MIND

35. WEAK AI STRONG AI

36. AI AROUND US

37. PEOPLE LAUGH AT AI

38. PEOPLE are trying to trick AI

45. WE ARE ALSO
NOT PERFECT

46. SIMPLE TEST
ONLY 1 SECOND AND ONLY 1 QUESTION:

48. SO, WHAT IS YOUR ANSWER?
23 PERSONS

51. WHAT’S THE PROBLEM?
WHO CARES IF MACHINES ARE SMARTER THAN PEOPLE?
CATS DO ☺

52. DO APPIUM AND SELENIUM HAVE BRAINS?
YES… YOURS ☺

53. AI TESTING TOOLS

54. Jason Arbon is the CEO at test.ai,
co-author of such books as
How Google Tests Software and
App Quality, Secrets for Agile App Teams,
20+ years of working experience in
Applause.com, Google, Microsoft
Hi Arbon… Hi Vladimir…

56. constwd = require( ‘wd’ );
constB = require( ‘bluebird’ );
constAPPIUM= “http://localhost:4723/wd/hub”;
constANDROID_CAPS= {
platformName: ‘Android’,
deviceName: ‘Android Emulator’,
automationName: ‘UiAutomator2’,
appActivity: ‘.app.main.HomeActivity’,
customFindModules: {ai: ‘test-ai-classifier’} ,
shouldUseCompactResponses: false,
};
describe( ‘Finding an Androidelement with machine learningmagic’ , function() {
let driver;
before( async function () {
driver = wd.promiseChainRemote(APPIUM);
await driver.init(ANDROID_CAPS);
await driver.setImplicitWaitTimeout(20000);
});
after(async function() {
If (driver) {
await driver.quit();
}
});
it( ‘should find the search button’,async function() {
await driver.elementByAccessibilityId(‘Opennavigationdrawer’);
await driver.elementByCustom(‘ai: cart ’ ).click();
await B.delay(6000);// for effect
});
});

57. ANY CART ICON IN ANY APPLICATION

58. Allows you to find an icon that’s visible in the application-under-test —as long as it
looks like one of 105 pre-trained labels like “cart”, “edit”, and “twitter

59. Founded in 2016

60. OLGA KISELEVA
www.testbase.ru
www.users.bugred.ru
DEMO

61. • Automatically detect whether elements of your application have
changed, and dynamically updates the tests to compensate for
those changes.
• Continuously compare test results to test history to quickly detect
changes and regressions, resulting in more stable releases.
• Helps identify and surface problems quickly, alerting you to
possible impacts before they impact your customers.

62. Founder & CEO @ Testim.io
OREN RUBIN
Founded in 2014
THANKS OREN ROSIE
O’BRIEN FOR HELP

63. Testim.io makes use of ML for the authoring, execution, and
maintenance of automated tests.
It emphasizes functional end-to-end testing and user interface
testing.
The tool becomes smarter with more runs and increases the
stability of test suites.
Testers can use JavaScript and HTML to write complex
programming logic. Credit: https://dzone.com

64. • Early completion of STLC
• Better coverage
• Less time and effort
• No breaks
• Increase Work Efficiency
• Reduce cost of training and operation
BENEFITS OF USING AI IN QA

65. RISKS OF USING AI IN QA
• High Cost
• Technology Addiction
• Loss of information

66. Credit: Jeremy Howard
WILL IT BE THE SAME? NO.

67. Credit: Jeremy Howard
how long to wait

71. CAST
SPEAKER
VLADIMIR ARUTIN
BRAND MANAGER
TATIANA GOLUBENKO
CREATIVE PRODUCER
VLADIMIR ARUTIN
GENERAL CAMERA OPERATOR
IVAN CHUMACHENKO
ORGANISED BY
HYS ENTERPRISE
PLACE SUPPLIER
HILLEL IT SCHOOL
LOCATION CO-ORDINATOR
VADYM DRUMOV
DIRECTED BY
VLADIMIR ARUTIN
WRITTEN BY
VLADIMIR ARUTIN
FINAL MUSIC BY
STARLIGHT ORCHESTRA
‘TERMINATOR II MAIN THEME’
SPECIAL THANKS TO
JASON ARBON
RAJ SUBRAMANIAN
MAURICE CONTI
JOE ROGAN
SAM HARRIS
OLGA KISELEVA
VADYM DRUMOV

72. USED VIDEO RESOURCES
https://www.youtube.com/watch?v=n-kMeXIngZE
https://www.youtube.com/watch?v=jLhOwkH5BYs&t=314s https://www.youtube.com/watch?v=ABrjdyavqkI&t=163s
https://www.youtube.com/watch?v=ycPr5-27vSI&t=162s
https://www.youtube.com/watch?v=ilP4aPDTBPE&t=81s
https://www.youtube.com/watch?v=3YLxZfZHnPg&t=522s
SOURCES
http://asimo.honda.com/
https://en.wikipedia.org/wiki/Autonomous_car
http://www.sciencemag.org/news/2017/08/how-google-making-music-artificial-intelligence
http://www.legaltechnews.com/id=1202795003827/Artificial-Intelligence-is-Molding-the-Attorney-ofthe-
Future?sqlreturn=20170709132104
http://www.newsweek.com/2017/08/18/ai-facebook-artificial-intelligence-machine-learning-robots-robotics-
646944.html
http://www.nasdaq.com/article/how-alibaba-is-using-artificial-intelligence-in-healthcare-cm815551
ANALYTIC SOURCES
www.relx.com
www.pwc.com
www.mckinsey.com
www.cdn.aiindex.org
www.crunchbase.com
www.ivc-online.com
www.engadget.com
www.sogeti.com
www.aitesting.org
www.deloitte.com
www.neurala.com
www.walkme.com
www.xponentialworks.com
www.domo.com
www.zoominsoftware.com
www.intel.com
www.trigovision.com
www.zuora.com
www.team8.vc
www.ge.com
www.outlier.ai
www.dominodatalab.com

73. www.emcap.com
www.nutrinohealth.com
www.auroralabs.com
www.duality.cloud
www.mprest.com
www.lending-express.com
www.vayavision.com
www.skyline.ai
www.tactilemobility.com
www.appsflyer.com
www.sweetch.com
www.mobility.here.com
www.taranis.ag
www.teradata.com
www.unbounce.com
www.globalwebindex.com
www.redwood.com
www.cognitivesystems.com
www.affectiva.com
www.pega.com
www.cloudian.com
www.qlik.com
www.gooddata.com
www.wallarm.com
www.linuxfoundation.org
www.facefirst.com
www.oxx.vc
www.techatbloomberg.com
www.finn.ai
www.ciena.com
www.logmein.com
www.miteksystems.com
www.avaamo.com
www.sap.com
www.forbes.com

74. ELON MUSK’S INTERVIEW WAS TAKEN FROM JOE ROGAN EXPERIENCE #1169
THIS IS A WORK OF KNOWLEDGE SHARING PRESENTATION. ANY SIMILARITY TO ORIDENTIFICATION WITH THE
LOCATIONS, CHARACTER OR HISTORY OF ANY PERSON, PRODUCT OR ENTITY IS ENTIRELY COINCIDENTAL AND
UNINTENTIONAL
NO ANIMALS WERE HARMED IN THE MAKING OF THIS PRESENTATION
QA MEETUP
ODESSA
2019
TODAY WE ARE EXPERIENCING A REBIRTH OF ARTIFICIENT INTELLIGENCE SINCE 1950s.
THEN AI HAD NO OPPORTUNITY TO GROW, LEARN, TRAIN AND BECOME STRONGER.
BUT EVERYTHING CHANGED AND WE CHANGED IT. HUMANS CREATED ZETABYTES OF INFORMATION –IMAGES, VIDEOS,
TEXTS, SOUNDS ETC. WE CREATED COUNTLESS LIBRARIES FOR AI AND GAVE IT THE OPPORTUNITY TO LEARN, TO LEARN
ITSELF, EVERYDAY, EVERY HOUR, WITHOUT ANY REST…
“…NOTHING REALLY MATTERS
ANYONE CAN SEE
NOTHING REALLY MATTERS
NOTHING REALLY MATTERS
TO ME…”
‘BOHEMIAM RHAPSODY’ , ‘QUEEN’, 1975