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© 2017 Singularity University
Living in Exponential
Times
IAE & Singularity University
Human Development Over 250,000+ Years
WHO WE ARE
Human Development Over Next 50 Years…
WHO WE ARE
Take 30 Linear Paces
WHAT DOES EXPONENTIAL GROWTH FEEL LIKE?
30Meters01
13
12
11
10
09
08
07
06
05
04
03
02
Take 30 Exponential Steps
WHAT DOES EXPONENTIAL GROWTH FEEL LIKE?
26XAround the Earth!
01 16080402 32 64 128 256
… 1,073,741,824 meters
“6 Ds” Exponential Framework
WHAT DOES EXPONENTIAL GROWTH FEEL LIKE?
Demonetize
Democratize
Dematerialize
DisruptiveDeceptiveDigitized
(Information Tech)
SINGULARITY UNIVERSITY
20 Years Later…
All of these fit in your
pocket…
…and come for free on
your smartphone!
SINGULARITY UNIVERSITY DIGITAL EXECUTIVE PROGRAM
SINGULARITY UNIVERSITY DIGITAL EXECUTIVE PROGRAM
“Your mindset
is your biggest
weapon.
— Dr. Peter H. Diamand
Technology can take things that are
scarce and make them abundant.”
Moore’s Law: 5thParadigm of Exponential Growth
Integrated Circuits
WHO WE ARE
10K (faster) & 10M (cheaper)
100 Billion-fold improvement (50 years)
2 transistor
1958:
2 transistors
2,300 transistors
1971:
Intel 4004
2012:
Nvidia's GPU
7.1 billion transistors
Technological Exponential Growth: NASA Apollo
WHO WE ARE
iPhone 120 million times faster than
all of NASA Apollo mission computers
ProcessingPower:
Cost:
$3.5 million for the
NASA Computer vs. the
cost of an iPhone
$
$
Size:
To the 6th Paradigm
DRIVING FORWARD
• Chip Architecture
• Cloud Computing
• GPU, TPU,…
• Highly
Specialized Chip
Design
• Quantum
Computing
Quantum Computing
The Exponential Growth of Data
>100 Hours of video content is
added to YouTube every minute
5 billion-gigabytes
In 2010 … ~2 days
In 2013 … ~10 minutes
A commercial airliner generates
>1 Terabyte of data per day.
Exponential Growth
WHO WE ARE
1st commercial GPS Receiver in 1981
Weight: 53 lbs; Cost: $119,900
Single Chip GPS Receiver in 2010
<$5 each
Exponential Growth
WHO WE ARE
1976 – 1st Digital Camera
0.01 MP / 3.75 lbs / $10,000
2014– Mobile Digital Camera
>10 MP / 0.03 lbs / $10
1000x Resolution
1000x Lighter
1000x cheaper
1,000,000,000 x better
Blockchain–Distributed Ledger Tech
Internet of Trust
BLOCKCHAIN
TECHNOLOGY
WHO WE ARE
Uses Iris Scans to verify
Refugee ID and act as
Blockchain “key”.
Refugees purchase their
food items using the eye
scan and the financial
transactions are settled
instantly on an Ethereum
Blockchain.
2.3 million refugees
enrolled
$120,000
!"#$%&'()*+,'-- .&&+/01.2%"/-34"5-64+)65"78&$"74&6$10157,%$69%)-(
SINGULARITY UNIVERSITY
“While it is still early days, AlphaGo Zero
constitutes a critical step… If similar
techniques can be applied to other
structured problems, such as protein
folding, reducing energy consumption or
searching for revolutionary new
materials, the resulting breakthroughs
have the potential to positively impact
society.” AlphaGo
The Race for A.I.
Source: https://www.cbinsights.com /blog/top-acquirers-ai-startups-ma-timeline/
“Just as electricity transformed
almost everything 100 years
ago, today I actually have a
hard time thinking of an
industry that I don’t think AI will
transform in the next several
years.”
Andrew Ng
Co-founder at Coursera,
Formerly of Google Brain and Baidu
A.I. in Everything
“We won’t experience 100 years of progress
in the 21st century — it will be more like
20,000 years of progress (at today’s rate).”
liewzruKyaR–
SINGULARITY UNIVERSITY DIGITAL EXECUTIVE PROGRAM
“Awakening is a futuristic story reminiscent of
Stranger Things: you are a child held prisoner in
a government science laboratory. You discover
that experiments have endowed you with
telekinetic powers. You must use those powers
to escape your cell, defeat the robotic prison
guards, and free yourself from the lab. The
game allows you to manipulate objects and
battle foes with your mind, and is played entirely
without handheld controllers” Neurable
“Abundance is not about luxury .

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Singularity K Talk Enero 2018

  • 1. © 2017 Singularity University Living in Exponential Times IAE & Singularity University
  • 2. Human Development Over 250,000+ Years WHO WE ARE
  • 3. Human Development Over Next 50 Years… WHO WE ARE
  • 4. Take 30 Linear Paces WHAT DOES EXPONENTIAL GROWTH FEEL LIKE? 30Meters01 13 12 11 10 09 08 07 06 05 04 03 02
  • 5. Take 30 Exponential Steps WHAT DOES EXPONENTIAL GROWTH FEEL LIKE? 26XAround the Earth! 01 16080402 32 64 128 256 … 1,073,741,824 meters
  • 6.
  • 7. “6 Ds” Exponential Framework WHAT DOES EXPONENTIAL GROWTH FEEL LIKE? Demonetize Democratize Dematerialize DisruptiveDeceptiveDigitized (Information Tech)
  • 8. SINGULARITY UNIVERSITY 20 Years Later… All of these fit in your pocket… …and come for free on your smartphone!
  • 9. SINGULARITY UNIVERSITY DIGITAL EXECUTIVE PROGRAM
  • 10. SINGULARITY UNIVERSITY DIGITAL EXECUTIVE PROGRAM “Your mindset is your biggest weapon. — Dr. Peter H. Diamand Technology can take things that are scarce and make them abundant.”
  • 11. Moore’s Law: 5thParadigm of Exponential Growth
  • 12. Integrated Circuits WHO WE ARE 10K (faster) & 10M (cheaper) 100 Billion-fold improvement (50 years) 2 transistor 1958: 2 transistors 2,300 transistors 1971: Intel 4004 2012: Nvidia's GPU 7.1 billion transistors
  • 13. Technological Exponential Growth: NASA Apollo WHO WE ARE iPhone 120 million times faster than all of NASA Apollo mission computers ProcessingPower: Cost: $3.5 million for the NASA Computer vs. the cost of an iPhone $ $ Size:
  • 14. To the 6th Paradigm DRIVING FORWARD • Chip Architecture • Cloud Computing • GPU, TPU,… • Highly Specialized Chip Design • Quantum Computing
  • 16. The Exponential Growth of Data >100 Hours of video content is added to YouTube every minute 5 billion-gigabytes In 2010 … ~2 days In 2013 … ~10 minutes A commercial airliner generates >1 Terabyte of data per day.
  • 17. Exponential Growth WHO WE ARE 1st commercial GPS Receiver in 1981 Weight: 53 lbs; Cost: $119,900 Single Chip GPS Receiver in 2010 <$5 each
  • 18. Exponential Growth WHO WE ARE 1976 – 1st Digital Camera 0.01 MP / 3.75 lbs / $10,000 2014– Mobile Digital Camera >10 MP / 0.03 lbs / $10 1000x Resolution 1000x Lighter 1000x cheaper 1,000,000,000 x better
  • 19.
  • 20. Blockchain–Distributed Ledger Tech Internet of Trust BLOCKCHAIN TECHNOLOGY
  • 21. WHO WE ARE Uses Iris Scans to verify Refugee ID and act as Blockchain “key”. Refugees purchase their food items using the eye scan and the financial transactions are settled instantly on an Ethereum Blockchain. 2.3 million refugees enrolled
  • 24. SINGULARITY UNIVERSITY “While it is still early days, AlphaGo Zero constitutes a critical step… If similar techniques can be applied to other structured problems, such as protein folding, reducing energy consumption or searching for revolutionary new materials, the resulting breakthroughs have the potential to positively impact society.” AlphaGo
  • 25.
  • 26. The Race for A.I. Source: https://www.cbinsights.com /blog/top-acquirers-ai-startups-ma-timeline/
  • 27. “Just as electricity transformed almost everything 100 years ago, today I actually have a hard time thinking of an industry that I don’t think AI will transform in the next several years.” Andrew Ng Co-founder at Coursera, Formerly of Google Brain and Baidu A.I. in Everything
  • 28. “We won’t experience 100 years of progress in the 21st century — it will be more like 20,000 years of progress (at today’s rate).” liewzruKyaR– SINGULARITY UNIVERSITY DIGITAL EXECUTIVE PROGRAM
  • 29.
  • 30. “Awakening is a futuristic story reminiscent of Stranger Things: you are a child held prisoner in a government science laboratory. You discover that experiments have endowed you with telekinetic powers. You must use those powers to escape your cell, defeat the robotic prison guards, and free yourself from the lab. The game allows you to manipulate objects and battle foes with your mind, and is played entirely without handheld controllers” Neurable
  • 31. “Abundance is not about luxury .