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Active
Intelligence
Pietro Leo
IBM Executive Architect - Chief Scientist and Strategist for the IBM
Italy Research & Business - Member of IBM Academy Leadership www.pieroleo.com
Siri
GPSDeepBlue, 1997
Watson, 2011
AlphaGo, 2016
Face Detection & Recognition
Self-drive vehiclesRecommenders
Voice Activated Devices
Assistants & ChatBots
Jeobardy!
Real-time Translation
A number of ARTIFICIAL
INTELLIGENCE tools already support
our decisions
but ACTIVE INTELLIGENCE
SYSTEMS will take care of us
Siri
GPSDeepBlue, 1997
Watson, 2011
AlphaGo, 2016
Face Detection & Recognition
Self-drive vehiclesRecommenders
Voice Activated Devices
Assistants & ChatBots
Jeobardy!
Real-time Translation
DeepBlue, 1997 Watson, 1997
AlphaGo, 2016
AlphaZero, 2017
BioMind, 2018
HEAD CANCER
DIAGNOSIS
COMPETITION
COMPUTER VS HUMANS
IN COMPLEX GAMES
TESLA - AUTOPILOT
1.000.000.000
MILES
WAYMO - SELFDRIVE
10.000.000
MILES
FACE RECOGNITION
IN AIRPORT
TERMINALS
VOICE IS
BECOMINGTHE NEW
INTERFACE
Image Credits: https://www.flickr.com/photos/yeeship/
How Artificial
Intelligence is
perceived from
the business
world, today?
www.pieroleo.com
https://www.mckinsey.com/business-functions/mckinsey-analytics/our-insights/the-executives-ai-playbook?page=industries/
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
www.pieroleo.com
10
Source: https://www.grushgamer.com/
Democratizing with
the cloud the
access to AI
is contributing to
generate new
products, services
and new kind of
companies….
www.pieroleo.com
Source: https://www.grushgamer.com/ www.pieroleo.com
Source: https://www.ibm.com/watson/products-services/
IBM Artificial Intelligence software stackforinsights generation
AIIndustrialMiddleware
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 13 13
Autonomous
behaviors for
machines will be
a frequent asked
option. Active
IntelligenceIndividualized options or offerings on a
universal scale becomes feasible.
AI, big data, IoTand others
enable content and experiences to be
proactively tailored to the user with an
unprecedented level of relevance along the
whole industrial chains
www.pieroleo.com
Helpusto
Sense & Organize digital Data &
Information
Supportdecisions
for us and our organizations
Big Data
Decision
Lakes
• Internet
• Web/Mobile
• Data
• Cloud / IoT
• Analytics
• Artificial Intelligence /Machine
Learning
• Natural Interfaces
• Multimodal Reasoning
Why Active Intelligence Systems? Active Intelligence
New Products &
Services that
Proactively learn to
take care of us
Helpusto
Sense & Organize digital Data &
Information
Supportdecisions
for us and our organizations
Big Data
Decision
Lakes
• Internet
• Web/Mobile
• Data
• Cloud / IoT
• Analytics
• Artificial Intelligence /Machine
Learning
• Natural Interfaces
• Multimodal Reasoning
Active Intelligence
New Products &
Services that
Proactively learn to
take care of usTrustfulness & Ethics
Trustfulness & Ethics is a new exponential
growing factor
Wellbeing = taking care of ourselves
1
7
Awareness
Well-being
Short-terms Goals
Long-term Goals
Emergency
Domestic Tasks
& life at home
Work
Individual &
Family Happiness
Health &
Health Check
Art &
Entertainment
Mobility
Sports
Food &
Nutrition
Shopping
Security
www.pieroleo.com @pieroleo
Awareness
Well-<being
Long-term Goals
Short-terms Goals
Technology vs Well being dimensions
1
8
Awareness
Well-being
Short-terms Goals
Long-term Goals
Emergency
Domestic Tasks & life at home
Work
Individual & Family
Happiness
Art & Entertainment
Mobility
Sports
Shopping
Security
Tablet
Smartphones
Self-driving cars
Smartwatches
Smart TV
Voice
Assistant
Smart Homes
www.pieroleo.com @pieroleo
Awareness
Well-<being
Long-term Goals
Short-terms Goals
Health &
Health Check
Food & Nutrition
1
9
Awareness
Well-being
Short-terms Goals
Long-term Goals
Emergency
Domestic Tasks & life at home
Work
Individual & Family
Happiness
Art & Entertainment
Mobility
Sports
Shopping
Security
Tablet
Smartphones
Self-driving cars
Smartwatches
Smart TV
Voice
Assistant
Smart Homes
www.pieroleo.com @pieroleo
Awareness
Well-<being
Long-term Goals
Short-terms Goals
Health &
Health Check
Food & Nutrition
Active
Intelligence
Systems
….from supporting us to take care of us
Active support
for aging and
fragile
population
segment
New ways
for learning
and
problem
solving
Ambient and
Human Interaction
Automation
& R&D - Discovery
IBM Italy Active Intelligence Center - Bologna
Outright Bans Informing Citizens Active Vehicles
Source: Shaun Sweeney and others
https://arxiv.org/pdf/1706.00646.pdf
IBM Research & University College Dublin
Cyber-physics,
pollution
mitigation,
and electric
bikes A cyber-physical system that mitigates the effect of urban
pollution by indirectly controlling the minute ventilation
(volume of air inhaled per minute) of cyclists in polluted
areas.
Active e-bike
www.pieroleo.com @pieroleo
High definition
Risk modeling to recognize
multiple forms of fragility
Complex
Pathologies are
in context of
large
ecosystems
Dementia in Italy
© 2019 IBM Corporation 24
$800 billion
in annual direct and indirect costs of care,
social payments and lost income
12% of global health expenditure is spent
on diabetes
Diabetes Disease
425 million
Total number of adults with diabetes (20-79
years) in the world
1 in 14,
352 million
Impaired glucose tolerance (pre-diabetics)
adults
www.pieroleo.com @pieroleo
1.2 million in Italy
Today there are 47.5 million people in the
world suffering from dementia and 8.2 million
in Europe
37.7 Billion Euro
expenditure
(about 2% GDP)
Annual social cost in Italy (2015 data)
57%
Expected reduced ratio of the number pf AD
patients by a hypothetical intervention that
delays the onset of AD by 5 years
High definition
Risk modeling to recognize
multiple forms of fragility
ViTA Advisor: it is a
conversational multi-
modal agent to
support older as well
as a tool to collect
meaningful data
about the context of
an individual
Virtual Trainer for cognitive impaired patients
Sustain
Independence and
Dignity with affect
and purpose,
preserve and
reinforce
individuals and
social memories
Vita Memory Coach: a
system that supports
caregivers to collect
meaningful facts and
memories of an
individual and his
context
Vita
Memories
Leo, at all , “ViTA: Virtual Trainer for Aging”- FAAL 2017
Active Wellbeing
System
Your house will soon be
able to recognize if you
are depressed
Smart+ Lamp by Euroluce:
a first “Task” Lamp based on
neuroarchitecture www.pieroleo.com @pieroleo
Active Homes & Objects
Active
Intelligence
Pietro Leo
IBM Executive Architect - Chief Scientist and Strategist for IBM
Italy Research & Business - Member of IBM Academy Leadership
www.pieroleo.com
@pieroleo
Grazie!

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Pietro leo - Active Intelligence

  • 1. Active Intelligence Pietro Leo IBM Executive Architect - Chief Scientist and Strategist for the IBM Italy Research & Business - Member of IBM Academy Leadership www.pieroleo.com
  • 2. Siri GPSDeepBlue, 1997 Watson, 2011 AlphaGo, 2016 Face Detection & Recognition Self-drive vehiclesRecommenders Voice Activated Devices Assistants & ChatBots Jeobardy! Real-time Translation A number of ARTIFICIAL INTELLIGENCE tools already support our decisions but ACTIVE INTELLIGENCE SYSTEMS will take care of us
  • 3. Siri GPSDeepBlue, 1997 Watson, 2011 AlphaGo, 2016 Face Detection & Recognition Self-drive vehiclesRecommenders Voice Activated Devices Assistants & ChatBots Jeobardy! Real-time Translation
  • 4. DeepBlue, 1997 Watson, 1997 AlphaGo, 2016 AlphaZero, 2017 BioMind, 2018 HEAD CANCER DIAGNOSIS COMPETITION COMPUTER VS HUMANS IN COMPLEX GAMES
  • 5. TESLA - AUTOPILOT 1.000.000.000 MILES WAYMO - SELFDRIVE 10.000.000 MILES
  • 6. FACE RECOGNITION IN AIRPORT TERMINALS VOICE IS BECOMINGTHE NEW INTERFACE
  • 7. Image Credits: https://www.flickr.com/photos/yeeship/ How Artificial Intelligence is perceived from the business world, today? www.pieroleo.com
  • 9. 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 www.pieroleo.com
  • 10. 10 Source: https://www.grushgamer.com/ Democratizing with the cloud the access to AI is contributing to generate new products, services and new kind of companies…. www.pieroleo.com
  • 12. Source: https://www.ibm.com/watson/products-services/ IBM Artificial Intelligence software stackforinsights generation AIIndustrialMiddleware
  • 13. 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 13 13
  • 14. Autonomous behaviors for machines will be a frequent asked option. Active IntelligenceIndividualized options or offerings on a universal scale becomes feasible. AI, big data, IoTand others enable content and experiences to be proactively tailored to the user with an unprecedented level of relevance along the whole industrial chains www.pieroleo.com
  • 15. Helpusto Sense & Organize digital Data & Information Supportdecisions for us and our organizations Big Data Decision Lakes • Internet • Web/Mobile • Data • Cloud / IoT • Analytics • Artificial Intelligence /Machine Learning • Natural Interfaces • Multimodal Reasoning Why Active Intelligence Systems? Active Intelligence New Products & Services that Proactively learn to take care of us
  • 16. Helpusto Sense & Organize digital Data & Information Supportdecisions for us and our organizations Big Data Decision Lakes • Internet • Web/Mobile • Data • Cloud / IoT • Analytics • Artificial Intelligence /Machine Learning • Natural Interfaces • Multimodal Reasoning Active Intelligence New Products & Services that Proactively learn to take care of usTrustfulness & Ethics Trustfulness & Ethics is a new exponential growing factor
  • 17. Wellbeing = taking care of ourselves 1 7 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Health & Health Check Art & Entertainment Mobility Sports Food & Nutrition Shopping Security www.pieroleo.com @pieroleo Awareness Well-<being Long-term Goals Short-terms Goals
  • 18. Technology vs Well being dimensions 1 8 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Smart TV Voice Assistant Smart Homes www.pieroleo.com @pieroleo Awareness Well-<being Long-term Goals Short-terms Goals Health & Health Check Food & Nutrition
  • 19. 1 9 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Smart TV Voice Assistant Smart Homes www.pieroleo.com @pieroleo Awareness Well-<being Long-term Goals Short-terms Goals Health & Health Check Food & Nutrition Active Intelligence Systems ….from supporting us to take care of us
  • 20. Active support for aging and fragile population segment New ways for learning and problem solving Ambient and Human Interaction Automation & R&D - Discovery IBM Italy Active Intelligence Center - Bologna
  • 21. Outright Bans Informing Citizens Active Vehicles
  • 22. Source: Shaun Sweeney and others https://arxiv.org/pdf/1706.00646.pdf IBM Research & University College Dublin Cyber-physics, pollution mitigation, and electric bikes A cyber-physical system that mitigates the effect of urban pollution by indirectly controlling the minute ventilation (volume of air inhaled per minute) of cyclists in polluted areas. Active e-bike www.pieroleo.com @pieroleo
  • 23. High definition Risk modeling to recognize multiple forms of fragility Complex Pathologies are in context of large ecosystems
  • 24. Dementia in Italy © 2019 IBM Corporation 24 $800 billion in annual direct and indirect costs of care, social payments and lost income 12% of global health expenditure is spent on diabetes Diabetes Disease 425 million Total number of adults with diabetes (20-79 years) in the world 1 in 14, 352 million Impaired glucose tolerance (pre-diabetics) adults www.pieroleo.com @pieroleo 1.2 million in Italy Today there are 47.5 million people in the world suffering from dementia and 8.2 million in Europe 37.7 Billion Euro expenditure (about 2% GDP) Annual social cost in Italy (2015 data) 57% Expected reduced ratio of the number pf AD patients by a hypothetical intervention that delays the onset of AD by 5 years High definition Risk modeling to recognize multiple forms of fragility
  • 25. ViTA Advisor: it is a conversational multi- modal agent to support older as well as a tool to collect meaningful data about the context of an individual Virtual Trainer for cognitive impaired patients Sustain Independence and Dignity with affect and purpose, preserve and reinforce individuals and social memories Vita Memory Coach: a system that supports caregivers to collect meaningful facts and memories of an individual and his context Vita Memories Leo, at all , “ViTA: Virtual Trainer for Aging”- FAAL 2017 Active Wellbeing System
  • 26. Your house will soon be able to recognize if you are depressed Smart+ Lamp by Euroluce: a first “Task” Lamp based on neuroarchitecture www.pieroleo.com @pieroleo Active Homes & Objects
  • 27. Active Intelligence Pietro Leo IBM Executive Architect - Chief Scientist and Strategist for IBM Italy Research & Business - Member of IBM Academy Leadership www.pieroleo.com @pieroleo Grazie!