SlideShare a Scribd company logo
How machine learning empowers you to
know anything, anytime, anywhere.
ENTERING AN ERA OF
PERFECT INFORMATION
TODAY’S GOAL
Leave with a firm grasp on how “personal AI” can be
an opportunity for your business — and how it will
change the face of business.
WHAT IS MACHINE LEARNING?
AT IT’S ROOTS
Human learning is pattern recognition and
classification.
Machine learning is human learning
at computer scale.
IMAGINE...
If you could learn anything and retain everything.
UNLIMITED ACCESS TO
KNOWLEDGE
What would you
do with that?
PUTTING IT INTO CONTEXT
WE’RE GOING TO TALK ABOUT
Perfect information.
MORE SPECIFICALLY...
AI + IoT = Perfect information.
WHAT IS PERFECT INFORMATION?
Know anything, anytime,
anywhere.
When making a decision, you are
completely informed of all
current and prior events.
OUR JOURNEY
● A new paradigm in entrepreneurship
● It’s all about the data
● Making sense of it all
● Why now?
● What’s next?
A NEW PARADIGM IN
ENTREPRENEURSHIP
EXPERTISE ON-DEMAND
Imagine how big your bank account could be if Warren
Buffet was personally advising every stock trade you make.
Imagine how successful your startup could be if Elon Musk
gave you personalized guidance every day.
Imagine how impactful your foundation could be if Mother
Teresa was advising every decision you make.
UNIVERSAL EXPERTISE
And with personal AIs, anyone can have access to that level
of expertise.
Time to up our game...
We’re headed into a world, where
anyone can easily know anything,
anytime.
So the quality of the questions you ask
determines success or fail.
“Wrong questions get wrong answers.”
~Gregory
The Seventh Son (2014)
QUESTIONS MATTER
TECHNOLOGY, THE LIBERATOR
Scarcity Mindset
20th Century Thinking
Find or create
something that is scarce,
then control access to it.
Abundance Mindset
21st Century Thinking
Nothing is scarce. Ask a
new question, then
create something that
adds value.
IT’S ALL ABOUT THE DATA
“Data is the next great natural resource.”
Virginia “Ginni” Rometty
CEO of IBM
IoT IS FEEDING THE GROWTH OF
AI
The single most valuable commodity in 21st century
business is data.
And the Internet of Things is giving us access to
previously unknowable data.
via: libelium.com/top_50_iot_sensor_applications_ranking
DIGITIZING OUR WORLD
● Satellites imaging Earth (0.5 m resolution)
● Autonomous cars imaging everything within 100 m
● Augmented reality headgear (1 mm resolution)
● Drones imaging cities (1 cm resolution)
Learning the stuff
you don't know that you don’t know.
In a word, visibility — getting a clearer view and
understanding of anything — physical or digital.
WHAT IoT CAN DO FOR YOU
IGNITING A PATH TO
ENLIGHTENMENT
via: johnkapeleris.com/blog/?p=1752
All that data will be completely overwhelming, how do
we deal with all of it and put it to use in our
businesses?
BUT...
MAKING SENSE OF IT ALL
WE NEED A LITTLE HELP
The amount of data out there
is simply beyond human
capabilities.
via: hidingmai.tumblr.com
THE RISE OF PERSONAL AI
WHAT CAN JARVIS DO?
● Interpret commands given
in natural language
● Respond in natural
language
● Access any piece of data
across the Internet
● Distill vast amounts of data
into human-usable chunks
● Control external robotics
via: innovationjockeys.net
CAN WE BUILD ONE?
Think microservices.
It won’t be one big brain, it
will be the combination of
multiple services working in
tandem.
Just like our own brains.
BUILDING JARVIS
We have a precedence.
JARVIS'ENSTEIN
IBM Watson
Visual Recognition
IBM Watson
Speech to Text
IBM Watson
Text to Speech
IBM Watson
Language Alchemy
Internet
IBM Watson
Conversation
Robotics
IBM Watson
Tone Analyzer
IBM Watson
Personality Insights
Sight & object
recognition
Language &
verbal interaction
Emotional awareness
& personalization
Reading &
comprehension
Movement &
physical interaction
Knowledge mining &
remote communication
IBM Bluemix
OpenWhisk
WHO’S WORKING ON IT?
Mark Zuckerberg Vows to
Make an AI Like Jarvis
Elon Musk is Building an Iron
Man-Like Lab to Create
Spacecraft With His Bare Hands
Siri Creators Debuting New
AI Assistant
WHY NOW?
IN A WORD...
(Natural) speech.
SPEECH TO TEXT
Parsey McParseface
(May 2016)
youtube.com/watch?v=L3ankRN4abo
TEXT TO SPEECH
WaveNet
(September 2016)
youtube.com/watch?v=VGt9SSkBkWA
Instead of writing cryptic “code” or
tapping on a screen/keyboard,
we’ll be training computers to do
stuff, just like we would train a
(really, really smart) pet.
IN OTHER WORDS...
A MAJOR MILESTONE
Cracking the natural speech barrier has opened up
the floodgates and we will start seeing ‘conversational
agents’ everywhere.
And more importantly...
GATEWAY FOR UBIQUITOUS AI
Data fuels the development of AI.
And millions of chatbots will create mountains of data
about how people want to use AI.
We are standing at the doorstep of
mainstream artificial intelligence.
WHAT’S NEXT?
WE BECOME OUR OWN JARVIS
Nanotech turns our brains
into a smartphone and
we gain limitless access to
computing and data in
the cloud.
youtube.com/watch?v=6BsluRkxs78
WRAPPING IT UP
RECAP
We’re headed into a world where you are
connected to everything, all the time.
Giving you the ability to know anything,
anytime, anywhere.
So ask empowering questions.
And make completely informed decisions.
WHAT ARE YOUR THOUGHTS?
Upsides & downsides
to “know anything, anytime anywhere?”
UNLEASH YOUR BUSINESS
EMBRACE EXPONENTIAL
10xnation.com

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Entering an Era of Perfect Information

  • 1. How machine learning empowers you to know anything, anytime, anywhere. ENTERING AN ERA OF PERFECT INFORMATION
  • 2. TODAY’S GOAL Leave with a firm grasp on how “personal AI” can be an opportunity for your business — and how it will change the face of business.
  • 3. WHAT IS MACHINE LEARNING?
  • 4. AT IT’S ROOTS Human learning is pattern recognition and classification. Machine learning is human learning at computer scale.
  • 5. IMAGINE... If you could learn anything and retain everything.
  • 6. UNLIMITED ACCESS TO KNOWLEDGE What would you do with that?
  • 7. PUTTING IT INTO CONTEXT
  • 8. WE’RE GOING TO TALK ABOUT Perfect information.
  • 9. MORE SPECIFICALLY... AI + IoT = Perfect information.
  • 10. WHAT IS PERFECT INFORMATION? Know anything, anytime, anywhere. When making a decision, you are completely informed of all current and prior events.
  • 11. OUR JOURNEY ● A new paradigm in entrepreneurship ● It’s all about the data ● Making sense of it all ● Why now? ● What’s next?
  • 12. A NEW PARADIGM IN ENTREPRENEURSHIP
  • 13. EXPERTISE ON-DEMAND Imagine how big your bank account could be if Warren Buffet was personally advising every stock trade you make. Imagine how successful your startup could be if Elon Musk gave you personalized guidance every day. Imagine how impactful your foundation could be if Mother Teresa was advising every decision you make.
  • 14. UNIVERSAL EXPERTISE And with personal AIs, anyone can have access to that level of expertise. Time to up our game...
  • 15. We’re headed into a world, where anyone can easily know anything, anytime. So the quality of the questions you ask determines success or fail. “Wrong questions get wrong answers.” ~Gregory The Seventh Son (2014) QUESTIONS MATTER
  • 16. TECHNOLOGY, THE LIBERATOR Scarcity Mindset 20th Century Thinking Find or create something that is scarce, then control access to it. Abundance Mindset 21st Century Thinking Nothing is scarce. Ask a new question, then create something that adds value.
  • 17. IT’S ALL ABOUT THE DATA
  • 18. “Data is the next great natural resource.” Virginia “Ginni” Rometty CEO of IBM
  • 19. IoT IS FEEDING THE GROWTH OF AI The single most valuable commodity in 21st century business is data. And the Internet of Things is giving us access to previously unknowable data.
  • 21. DIGITIZING OUR WORLD ● Satellites imaging Earth (0.5 m resolution) ● Autonomous cars imaging everything within 100 m ● Augmented reality headgear (1 mm resolution) ● Drones imaging cities (1 cm resolution)
  • 22. Learning the stuff you don't know that you don’t know. In a word, visibility — getting a clearer view and understanding of anything — physical or digital. WHAT IoT CAN DO FOR YOU
  • 23. IGNITING A PATH TO ENLIGHTENMENT via: johnkapeleris.com/blog/?p=1752
  • 24. All that data will be completely overwhelming, how do we deal with all of it and put it to use in our businesses? BUT...
  • 25. MAKING SENSE OF IT ALL
  • 26. WE NEED A LITTLE HELP The amount of data out there is simply beyond human capabilities. via: hidingmai.tumblr.com
  • 27. THE RISE OF PERSONAL AI
  • 28. WHAT CAN JARVIS DO? ● Interpret commands given in natural language ● Respond in natural language ● Access any piece of data across the Internet ● Distill vast amounts of data into human-usable chunks ● Control external robotics via: innovationjockeys.net
  • 29. CAN WE BUILD ONE? Think microservices. It won’t be one big brain, it will be the combination of multiple services working in tandem. Just like our own brains.
  • 30. BUILDING JARVIS We have a precedence.
  • 31. JARVIS'ENSTEIN IBM Watson Visual Recognition IBM Watson Speech to Text IBM Watson Text to Speech IBM Watson Language Alchemy Internet IBM Watson Conversation Robotics IBM Watson Tone Analyzer IBM Watson Personality Insights Sight & object recognition Language & verbal interaction Emotional awareness & personalization Reading & comprehension Movement & physical interaction Knowledge mining & remote communication IBM Bluemix OpenWhisk
  • 32. WHO’S WORKING ON IT? Mark Zuckerberg Vows to Make an AI Like Jarvis Elon Musk is Building an Iron Man-Like Lab to Create Spacecraft With His Bare Hands Siri Creators Debuting New AI Assistant
  • 35. SPEECH TO TEXT Parsey McParseface (May 2016) youtube.com/watch?v=L3ankRN4abo
  • 36. TEXT TO SPEECH WaveNet (September 2016) youtube.com/watch?v=VGt9SSkBkWA
  • 37. Instead of writing cryptic “code” or tapping on a screen/keyboard, we’ll be training computers to do stuff, just like we would train a (really, really smart) pet. IN OTHER WORDS...
  • 38. A MAJOR MILESTONE Cracking the natural speech barrier has opened up the floodgates and we will start seeing ‘conversational agents’ everywhere. And more importantly...
  • 39. GATEWAY FOR UBIQUITOUS AI Data fuels the development of AI. And millions of chatbots will create mountains of data about how people want to use AI. We are standing at the doorstep of mainstream artificial intelligence.
  • 41. WE BECOME OUR OWN JARVIS Nanotech turns our brains into a smartphone and we gain limitless access to computing and data in the cloud. youtube.com/watch?v=6BsluRkxs78
  • 43. RECAP We’re headed into a world where you are connected to everything, all the time. Giving you the ability to know anything, anytime, anywhere. So ask empowering questions. And make completely informed decisions.
  • 44. WHAT ARE YOUR THOUGHTS? Upsides & downsides to “know anything, anytime anywhere?”
  • 45. UNLEASH YOUR BUSINESS EMBRACE EXPONENTIAL 10xnation.com