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Augmented Intelligence is the new way forward !
Wed Mar 21, 11:30 AM - 11:50 AM | Cloud and Data Campus Think Tank CĀ Ā | Session ID: 8950A
https://myibm.ibm.com/events/think/all-sessions/session/8950A
Steve Ardire
AI startup advisor & 'Merchant of Light
sardire@gmail.com
@sardire skype: sardire
http://www.linkedin.com/in/sardire
Augmented Intelligence transcends
current model of narrow artiļ¬cial
intelligence. Weā€™re on the cusp of a new
era where machines and humans working
together will be pervasive and a
competitive imperative.
Key takeaway messageā€¦.
Ā© 2018 All Rights Reserved | Steve Ardire
9/7/17 FaceBook Live replay
https://shar.es/1VjjEN
ā€œData is new oil and #AI is the refinery"
me as kid thinking about future of machine
intelligence because I went World Fair in NY ;-)
weather station in Antarctica: In
microseconds, relaying information
wherever needed anywhere on earth
futurama was very cool !
https://youtu.be/2-5aK0H05jk
and before thisā€¦
https://www.brookings.edu/blog/brown-center-chalkboard/2017/04/11/surļ¬ng-the-4th-
industrial-revolution-artiļ¬cial-intelligence-and-the-liberal-arts/
meaning-making, creative work with imagination, critical reasoning will
be uniquely valuable and require a greater emphasis on lifelong learning
so we can stop presentation here then ;-)
The greatest enemy of knowledge is not
ignorance, it is the illusion of knowledge ā€”
Stephen Hawking
At IBM Vision 2017 thought leader Steve Ardire sat down with
Encenora Martinez IBM's Watson Analytics Director to discuss
importance of the "why" in business analytics
http://www.ibmbigdatahub.com/video/understanding-why-business-analytics.
How Augmented Intelligence will deliver the ā€œwhyā€ with unprecedented
level of insight, relevance and speed.
Why-AI combines prediction with causal inference
( commonsense reasoning ) to address problems that
look beyond correlation into root causes and to
addresses behavioral understanding and perceptions
https://futurism.com/teaching-ai-common-sense/
IBM a great AI ambassador
Let me emphasize what Ginny
said about he coming era of
exponential learning
Ginny Rometty ā€œ in five years, cognitive AI
will impact every decision madeā€ from
healthcare to education to financial services
ā€œThe Rise of Emergent Organizationsā€ by @bethcomstock
https://medium.com/emergent-era/the-rise-of-emergent-organizations-76e67e5860f0#.uyy7euihg
Mimic emergent systems in nature by distributing the decision making process as widely across the network as
possible. To change, start with changing how you communicate. Everything will flow from that !
1.Organize around information flows; ditch hierarchy and
bureaucracy.
2.Empower individuals
3. Replace long lists of rules with a good M.O
4. Get Used to Living in the ā€œIn Betweenā€
5. Open up new feedback loops
6. Tap into the power of minds and machines.
AI + Complexity = A Powerful Strategic Advantage
https://www.youtube.com/watch?v=KbpFAn2UwVA
IMO the 5 Traits of Top Performers
1. Intellectual firepower
2. Values (Integrity, empathy )
3. Passion
4. Critical Thinking / Judgement
5. Authenticity but OK to be different ;-)
Picture a Leader. Is She a Woman? Most people will draw a man. Researchers investigate the consequences.
https://www.nytimes.com/2018/03/16/health/women-leadership-workplace.html
Perhaps Augmented Intelligence can bust stereotyped expectations with objective reality
12 Ways to Get Smarter
being a curious lifelong learner
is very important
http://www.visualcapitalist.com/12-ways-smarter-mental-models/?
utm_source=twitter&utm_medium=social&utm_campaign=SocialWarfare
Strongest Careers today are
Non-Linearā€™ so those who ā€˜get
thisā€™ will reinvent themselves
several times to adapt and stay
relevant #futureofwork
Why?
@IBM interviewed 30 #AI experts to explore AI and creativity
ā€¢ If creative is seeing world in different ways and connecting patterns to find solutions, AI
potentially has a superior level of creative intelligence.
ā€¢ But humans have AI trumped in our ability to interpret sensory information and learn by
intuition our unique capacities for creativity and emotional expression
Rob High, VP/CTO IBM Watson gets it right with Augmenting creativity ā€œWhat we're more interested in are the techniques of
interacting with humans that inspire creativity in humans ā€œ
Reads and reacts to users based on their body rhythms, emotions, preferences,
and data points.
AI is used to analyze usersā€™ behavior or preferences to sculpt unique storylines
and narratives, essentially allowing for a story that changes in real time based on
who you are and how you feel.
This is where Mixed Reality and AI becomes a catalyst for very compelling and
engaging Interactive entertainment
TYPE III is about Augmented Intelligence
ā€¢ Todayā€™s machine learning cannot understand what you want and explain
information intuitively to you.
ā€¢ Machine intelligence and predictive capabilities make software adaptable so you
can continue to learn from data even as conditions change.
ā€¢ What Alexa et al lacks is continuous learning with strong capability to understand
language and complex logic within speciļ¬c and across multiple contexts
ā€¢ Ergo context awareness and switching learned automatically for more natural
interaction is a key R&D focus area
ā€¢ Whatā€™s next is AI assistant that learns to anticipate your needs especially with
tsunami of social, sensor, messaging, video, audio intelligence to process in real
time to generate something actionable in the moment
ā€¢ Interest in ambiguity and uncertainty has grown because the future in many
business sectors is in constant flux and far from certainty.
ā€¢ While AI can compute complex analysis, humans provide the bolt out of the blue;
the patterns within patterns, with intuitive leap into something wholly new.
weā€™re here now to get thisthis is next
@SoulmachinesĀ #EIĀ forĀ #AI
https://www.youtube.com/watch?v=Y3PBNJ6rI94&feature=youtu.be
Type III also about #emotionAI that deļ¬nes context of interaction for understanding behavior & perception
Ray Kurzweil: computers will match
or beat human intelligence with
emotions & sense of humor
hippocampus plays role in memory and spatial navigation, is
essential to oneā€™s ability to recognize previously encountered
events, objects, or people ā€“ a phenomenon known as
recognition memory
@EmoShape emotion synthesis engine and recorded in
Realtime (no CGI)
https://www.youtube.com/watch?v=JgPu7GyMsVM
20 fascinating facts about #emotions
#16 EQ > IQ. 85% of your financial success is due
to your personality and ability to communicate,
negotiate, and lead.
Robbie.ai assesses and
predicting human emotions
in real time in the real world
for video and images
In order to truly work well together, AI will need to be able to understand and respond to
human emotions through verbal and facial cues, cultural practices, and social norms.
Anyone have any trash talk with AI on #Think2018 show floor ?
Ā© 2017 All Rights Reserved | Steve Ardire
Companies Reimagining Business Processes with Algorithms
https://hbr.org/2016/02/companies-are-reimagining-business-processes-with-algorithms
ā€œMachines can attend to vastly more information and more complex
processes than human beings.ā€
So letā€™s start with Analytics apps today
Automated analytics
and reporting across
all departments
boosts productivity
and drives
meaningful insights
Immersive Insights:
ā€¢ through AR enabling data scientists and non-
expert users to uncover multidimensional
relationships in data, extracting actionable
knowledge that may not be discoverable by
any other means.
ā€¢ depth perception and motion cues that users
experience in AR improves their ability to
interpret 3D plots.
Next gen Analytics mergesĀ AI,
Big DataĀ andĀ Mixed Reality
Automated analytics across all departments will
boost productivity and drive meaningful insights,
while augmenting intelligence will power storytelling
with faster time to insight.
WRAP UP Quick Reactions from panel & audienceSo going forward its all about Augmented Intelligence
90% of information transmitted to the brain is visual
ā€¢ monetary and nonmonetary gains e.g.,
worker time customer satisfaction, reduced
anxiety, improved health benefits.
ā€¢ Going forward it will be a competitive
advantage for all players big and small
AI and the Need for Speed
But Decentralized AI Is Coming ;-)
#Artiļ¬cialIntelligence projected to drive $15.7 trillion of global #GDP gains by 2030
By 2020, #AI will a top ļ¬ve investment
priority for >30% of CIOs #GartnerAI
AI haveā€™s pull ahead of have nots so what countries biggest winners ?
The Coming Wave of AI infused Expert Automation & Augmentation Software
https://www.cbinsights.com/research/expert-automation-augmentation-software-eaas/
EAAS helps humans do countless complex
tasks that are either beyond human cognition
and/or inefficient for human beings to do
Ā© 2018 All Rights Reserved | Steve Ardire
Collaborative Overload http://s.hbr.org/1P3KGIG 20% to 35% of value-added collaborations come from just 3% to 5% of employees
Why Machines Will Emerge as Top Collaborators and in AI Age,
ā€œBeing Smartā€ Will Mean Something Completely Different
ā€¢ Many jobs will be automated but drive human capital to higher-
order, non-routine cognitive creative work
ā€¢ The Future of Human Work Is Imagination, Creativity, and Strategy
ā€¢ Machines can attend to vastly more
information and more complex processes
than human beings
How Augmented Intelligence Will Redefine Management
1: Leave Administration to AI
2: Focus on Judgment Work
3: Treat Intelligent Machines as ā€œColleaguesā€
4: Work Like a Designer Practice
5: Develop Social Skills and Networks
Rise of the Strategy Machines
http://mitsmr.com/2bZiH5n via @mitsmr
While humans may be ahead of computers in the ability to create
strategy today, we shouldnā€™t be complacent about our dominance.
Jobs taken over by robots include 'condescending white manā€™
Gartner: By 2018, more than 3 million workers globally will
be supervised by a ā€œrobo-boss."
Ā© 2018 All Rights Reserved | Steve Ardire
How will companies
empower their
employees in the
workplace of the future?
Ā© 2018 All Rights Reserved | Steve Ardire
Allow me to repeat for emphasis
Cognitive biases influence the way we think and act
https://ethicsinaction.ieee.org/
Machine learning algorithms will pick up on any bias in the data they are given to learn from, and it is
very easy for bias to be unwittingly introduced into those algorithms by their designers.
A Vision for Prioritizing Human Well-being
with Autonomous and Intelligent Systems,
Could AI
ethics be
superior to
humans ?
Summary: Augmented Intelligence is new way forward !
1. Augmented Intelligence transcends current model of narrow artificial intelligence. Weā€™re on the cusp of a new
era where machines and humans working together will be pervasive and a competitive imperative.
2. Augmented Intelligence allows us to better understand and improve operations too complex for human mind to
manage with faster time to insights
3. Augmented Intelligence with Causal AI displays greatest potential to change the way industries operate and
businesses compete
Merging AI and human minds to get smarter?
ā€œData is new oil and #AI is the refinery"
Steve Ardire
AI startup advisor & 'Merchant of Light
sardire@gmail.com
@sardire skype: sardire
http://www.linkedin.com/in/sardire

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Augmented intelligence is new way forward !

  • 1. Augmented Intelligence is the new way forward ! Wed Mar 21, 11:30 AM - 11:50 AM | Cloud and Data Campus Think Tank CĀ Ā | Session ID: 8950A https://myibm.ibm.com/events/think/all-sessions/session/8950A Steve Ardire AI startup advisor & 'Merchant of Light sardire@gmail.com @sardire skype: sardire http://www.linkedin.com/in/sardire Augmented Intelligence transcends current model of narrow artiļ¬cial intelligence. Weā€™re on the cusp of a new era where machines and humans working together will be pervasive and a competitive imperative. Key takeaway messageā€¦.
  • 2. Ā© 2018 All Rights Reserved | Steve Ardire 9/7/17 FaceBook Live replay https://shar.es/1VjjEN ā€œData is new oil and #AI is the refinery" me as kid thinking about future of machine intelligence because I went World Fair in NY ;-) weather station in Antarctica: In microseconds, relaying information wherever needed anywhere on earth futurama was very cool ! https://youtu.be/2-5aK0H05jk and before thisā€¦ https://www.brookings.edu/blog/brown-center-chalkboard/2017/04/11/surļ¬ng-the-4th- industrial-revolution-artiļ¬cial-intelligence-and-the-liberal-arts/ meaning-making, creative work with imagination, critical reasoning will be uniquely valuable and require a greater emphasis on lifelong learning
  • 3. so we can stop presentation here then ;-) The greatest enemy of knowledge is not ignorance, it is the illusion of knowledge ā€” Stephen Hawking
  • 4. At IBM Vision 2017 thought leader Steve Ardire sat down with Encenora Martinez IBM's Watson Analytics Director to discuss importance of the "why" in business analytics http://www.ibmbigdatahub.com/video/understanding-why-business-analytics. How Augmented Intelligence will deliver the ā€œwhyā€ with unprecedented level of insight, relevance and speed. Why-AI combines prediction with causal inference ( commonsense reasoning ) to address problems that look beyond correlation into root causes and to addresses behavioral understanding and perceptions https://futurism.com/teaching-ai-common-sense/
  • 5. IBM a great AI ambassador Let me emphasize what Ginny said about he coming era of exponential learning Ginny Rometty ā€œ in five years, cognitive AI will impact every decision madeā€ from healthcare to education to financial services
  • 6.
  • 7. ā€œThe Rise of Emergent Organizationsā€ by @bethcomstock https://medium.com/emergent-era/the-rise-of-emergent-organizations-76e67e5860f0#.uyy7euihg Mimic emergent systems in nature by distributing the decision making process as widely across the network as possible. To change, start with changing how you communicate. Everything will flow from that ! 1.Organize around information flows; ditch hierarchy and bureaucracy. 2.Empower individuals 3. Replace long lists of rules with a good M.O 4. Get Used to Living in the ā€œIn Betweenā€ 5. Open up new feedback loops 6. Tap into the power of minds and machines. AI + Complexity = A Powerful Strategic Advantage https://www.youtube.com/watch?v=KbpFAn2UwVA IMO the 5 Traits of Top Performers 1. Intellectual firepower 2. Values (Integrity, empathy ) 3. Passion 4. Critical Thinking / Judgement 5. Authenticity but OK to be different ;-)
  • 8. Picture a Leader. Is She a Woman? Most people will draw a man. Researchers investigate the consequences. https://www.nytimes.com/2018/03/16/health/women-leadership-workplace.html Perhaps Augmented Intelligence can bust stereotyped expectations with objective reality
  • 9. 12 Ways to Get Smarter being a curious lifelong learner is very important http://www.visualcapitalist.com/12-ways-smarter-mental-models/? utm_source=twitter&utm_medium=social&utm_campaign=SocialWarfare Strongest Careers today are Non-Linearā€™ so those who ā€˜get thisā€™ will reinvent themselves several times to adapt and stay relevant #futureofwork Why?
  • 10. @IBM interviewed 30 #AI experts to explore AI and creativity ā€¢ If creative is seeing world in different ways and connecting patterns to find solutions, AI potentially has a superior level of creative intelligence. ā€¢ But humans have AI trumped in our ability to interpret sensory information and learn by intuition our unique capacities for creativity and emotional expression Rob High, VP/CTO IBM Watson gets it right with Augmenting creativity ā€œWhat we're more interested in are the techniques of interacting with humans that inspire creativity in humans ā€œ Reads and reacts to users based on their body rhythms, emotions, preferences, and data points. AI is used to analyze usersā€™ behavior or preferences to sculpt unique storylines and narratives, essentially allowing for a story that changes in real time based on who you are and how you feel. This is where Mixed Reality and AI becomes a catalyst for very compelling and engaging Interactive entertainment
  • 11. TYPE III is about Augmented Intelligence ā€¢ Todayā€™s machine learning cannot understand what you want and explain information intuitively to you. ā€¢ Machine intelligence and predictive capabilities make software adaptable so you can continue to learn from data even as conditions change. ā€¢ What Alexa et al lacks is continuous learning with strong capability to understand language and complex logic within speciļ¬c and across multiple contexts ā€¢ Ergo context awareness and switching learned automatically for more natural interaction is a key R&D focus area ā€¢ Whatā€™s next is AI assistant that learns to anticipate your needs especially with tsunami of social, sensor, messaging, video, audio intelligence to process in real time to generate something actionable in the moment ā€¢ Interest in ambiguity and uncertainty has grown because the future in many business sectors is in constant flux and far from certainty. ā€¢ While AI can compute complex analysis, humans provide the bolt out of the blue; the patterns within patterns, with intuitive leap into something wholly new. weā€™re here now to get thisthis is next
  • 12. @SoulmachinesĀ #EIĀ forĀ #AI https://www.youtube.com/watch?v=Y3PBNJ6rI94&feature=youtu.be Type III also about #emotionAI that deļ¬nes context of interaction for understanding behavior & perception Ray Kurzweil: computers will match or beat human intelligence with emotions & sense of humor hippocampus plays role in memory and spatial navigation, is essential to oneā€™s ability to recognize previously encountered events, objects, or people ā€“ a phenomenon known as recognition memory @EmoShape emotion synthesis engine and recorded in Realtime (no CGI) https://www.youtube.com/watch?v=JgPu7GyMsVM 20 fascinating facts about #emotions #16 EQ > IQ. 85% of your financial success is due to your personality and ability to communicate, negotiate, and lead. Robbie.ai assesses and predicting human emotions in real time in the real world for video and images
  • 13. In order to truly work well together, AI will need to be able to understand and respond to human emotions through verbal and facial cues, cultural practices, and social norms. Anyone have any trash talk with AI on #Think2018 show floor ?
  • 14. Ā© 2017 All Rights Reserved | Steve Ardire Companies Reimagining Business Processes with Algorithms https://hbr.org/2016/02/companies-are-reimagining-business-processes-with-algorithms ā€œMachines can attend to vastly more information and more complex processes than human beings.ā€
  • 15. So letā€™s start with Analytics apps today Automated analytics and reporting across all departments boosts productivity and drives meaningful insights
  • 16. Immersive Insights: ā€¢ through AR enabling data scientists and non- expert users to uncover multidimensional relationships in data, extracting actionable knowledge that may not be discoverable by any other means. ā€¢ depth perception and motion cues that users experience in AR improves their ability to interpret 3D plots. Next gen Analytics mergesĀ AI, Big DataĀ andĀ Mixed Reality Automated analytics across all departments will boost productivity and drive meaningful insights, while augmenting intelligence will power storytelling with faster time to insight.
  • 17. WRAP UP Quick Reactions from panel & audienceSo going forward its all about Augmented Intelligence 90% of information transmitted to the brain is visual ā€¢ monetary and nonmonetary gains e.g., worker time customer satisfaction, reduced anxiety, improved health benefits. ā€¢ Going forward it will be a competitive advantage for all players big and small AI and the Need for Speed But Decentralized AI Is Coming ;-)
  • 18. #Artiļ¬cialIntelligence projected to drive $15.7 trillion of global #GDP gains by 2030 By 2020, #AI will a top ļ¬ve investment priority for >30% of CIOs #GartnerAI AI haveā€™s pull ahead of have nots so what countries biggest winners ?
  • 19. The Coming Wave of AI infused Expert Automation & Augmentation Software https://www.cbinsights.com/research/expert-automation-augmentation-software-eaas/ EAAS helps humans do countless complex tasks that are either beyond human cognition and/or inefficient for human beings to do
  • 20. Ā© 2018 All Rights Reserved | Steve Ardire Collaborative Overload http://s.hbr.org/1P3KGIG 20% to 35% of value-added collaborations come from just 3% to 5% of employees Why Machines Will Emerge as Top Collaborators and in AI Age, ā€œBeing Smartā€ Will Mean Something Completely Different ā€¢ Many jobs will be automated but drive human capital to higher- order, non-routine cognitive creative work ā€¢ The Future of Human Work Is Imagination, Creativity, and Strategy ā€¢ Machines can attend to vastly more information and more complex processes than human beings
  • 21. How Augmented Intelligence Will Redefine Management 1: Leave Administration to AI 2: Focus on Judgment Work 3: Treat Intelligent Machines as ā€œColleaguesā€ 4: Work Like a Designer Practice 5: Develop Social Skills and Networks Rise of the Strategy Machines http://mitsmr.com/2bZiH5n via @mitsmr While humans may be ahead of computers in the ability to create strategy today, we shouldnā€™t be complacent about our dominance. Jobs taken over by robots include 'condescending white manā€™ Gartner: By 2018, more than 3 million workers globally will be supervised by a ā€œrobo-boss."
  • 22. Ā© 2018 All Rights Reserved | Steve Ardire How will companies empower their employees in the workplace of the future?
  • 23. Ā© 2018 All Rights Reserved | Steve Ardire Allow me to repeat for emphasis
  • 24. Cognitive biases influence the way we think and act https://ethicsinaction.ieee.org/ Machine learning algorithms will pick up on any bias in the data they are given to learn from, and it is very easy for bias to be unwittingly introduced into those algorithms by their designers. A Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems,
  • 26. Summary: Augmented Intelligence is new way forward ! 1. Augmented Intelligence transcends current model of narrow artificial intelligence. Weā€™re on the cusp of a new era where machines and humans working together will be pervasive and a competitive imperative. 2. Augmented Intelligence allows us to better understand and improve operations too complex for human mind to manage with faster time to insights 3. Augmented Intelligence with Causal AI displays greatest potential to change the way industries operate and businesses compete Merging AI and human minds to get smarter? ā€œData is new oil and #AI is the refinery" Steve Ardire AI startup advisor & 'Merchant of Light sardire@gmail.com @sardire skype: sardire http://www.linkedin.com/in/sardire