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@pieroleo
Powered by:
Artificial Risks and how AI Trustworthiness will help
Pietro Leo – IBM Italia
17th APRIL 2019
@pieroleo
www.pieroleo.comIBM Italy Executive Architect
Chief Scientist and Strategist for Research & Business
IBM Academy of Technology Leadership
@pieroleo
Siri
GPS
DeepBlue, 1997
Watson, 1997
AlphaGo, 2016
Face Detection & Recognition
Self-drive vehiclesRecommenders
Voice Activated
Devices
Assistants
&
ChatBots
Jeobardy!
Real-time Translation
ARTIFICIAL Intelligence
@pieroleo
Siri
GPSDeepBlue, 1997
Watson, 1997
AlphaGo, 2016
Face Detection & Recognition
Self-drive vehiclesRecommenders
Voice Activated
DevicesAssistants & ChatBots
Jeobardy!
Real-time Translation
@pieroleo
DeepBlue, 1997 Watson, 1997
AlphaGo, 2016
AlphaZero, 2017
BioMind, 2018
HEAD CANCER
DIAGNOSIS
COMPETITION
COMPUTER VS HUMANS
IN COMPLEX GAMES
@pieroleo
TESLA - AUTOPILOT
1.000.000.000
MILES
WAYMO -
SELFDRIVE
10.000.000 MILES
@pieroleo
FACE RECOGNITION
IN AIRPORT
TERMINALS
VOICE IS
BECOMING THE
NEW INTERFACE
@pieroleo
Image Credits: https://www.flickr.com/photos/yeeship/
How Artificial
Intelligence is
perceived
from the
business
world, today?
@pieroleo
It is a fact that it is one of the
main innovation drivers for
business and industry
transformations
Artificial
Intelligence
(for Business & Science)
New Use Cases / New Theories / New Knowledge
@pieroleo
400 use cases
in 19 Industries
@pieroleo
The evolution of
Artificial Intelligence
IBM Research / © 2018 IBM CorporationIBM Research / © 2017 IBM Corporation
General AI
Revolutionary
2050 and beyond
Narrow AI
Emerging
Broad AI
Disruptive and
Pervasive
We are here 10 10
@pieroleo
Face Detection & Recognition
Siri
GPS
DeepBlue, 1997
Watson, 1997
AlphaGo, 2016 Self-drive vehiclesRecommenders
Voice Activated
Devices
Assistants
&
ChatBots
Jeobardy!
Real-time Translation
Artificial RISKS
@pieroleo
Sabine Moreau
By following the GPS’s direction, she finally
reached to Zagreb, in Croatia, which was
900 miles (1450 km) away from her desired
destination.
GPS
@pieroleo
@pieroleo
Source: https://www.independent.co.uk/news/uk/crime/facial-recognition-cameras-technology-london-
trial-met-police-face-cover-man-fined-a8756936.html
@pieroleo
@pieroleo
https://techcrunch.com/2018/05/24/uber-in-fatal-crash-
detected-pedestrian-but-had-emergency-braking-disabled/
Uber in a fatal crash, Mar 18
@pieroleo
@pieroleo
https://techcrunch.com/2018/05/24/uber-in-fatal-crash-
detected-pedestrian-but-had-emergency-braking-disabled/
Uber in a fatal crash, Mar 18
@pieroleo
MY TALKS COULD BE RECORDED
@pieroleo
Amusement park
thermal camera
gives one lucky
family a sneak
peak of their
preborn baby
@pieroleo
WHO IS REAL?
Source: http://www.whichfaceisreal.com/index.php
@pieroleo
https://modulate.ai/
YOU CAN SPEAK LIKE A CELEBRITY
@pieroleo
Performance comparison in turning a bagel image into an adversarial bagel image classified as a “grand piano” using
ZOO and AutoZOOM attacks.
@pieroleo
Siri
GPS
DeepBlue, 1997
Watson, 1997
AlphaGo, 2016
Face Detection & Recognition
Self-drive vehiclesRecommenders
Voice Activated
Devices
Assistants
&
ChatBots
Jeobardy!
Real-time Translation
A new Territory for AI
how to deal with
TRUSTWORTHINESS
@pieroleo
@pieroleo
To understand why do we need
TRUSTWORTHINESS
think about when cars were first invented…
it was like an un ruled world:
people driving left and right, no stop
signs, or seat belts
@pieroleo
@pieroleo
AI Ethics is becoming a marketplace
@pieroleo
@pieroleo
Image Credits: https://www.flickr.com/photos/yeeship/
Very soon, responsible use of
AI will be a big
INNOVATION
DIFFERENTIATOR
between companies that are
developing and/or using such
a kind of technology.
@pieroleo
Powered by:
Artificial Risks and how AI Trustworthiness will help
Pietro Leo – IBM Italia
17th APRIL 2019
@pieroleo
www.pieroleo.comIBM Italy Executive Architect
Chief Scientist and Strategist for Research & Business
IBM Academy of Technology Leadership

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