SlideShare a Scribd company logo
Singularity
Prepare for the disruption of human intelligence
#execfintech, March 8th 2016
manuel koelman
dutch entrepreneur | living in
cologne | founded several
companies | chairman of pirate
summit | corporate innovation |
agile enterprise | startup dna |
practical philosopher | startup
mentor | angel investor | father of
two | interested in machine
intelligence | cheese addicted
Nobody has a f%$king clue
about what is going to happen.
Me neither.
Within thirty years, we will
have the technological means
to create superhuman
intelligence. Shortly after, the
human era will be ended.
- Vernor Vinge (1993)
The Singularity
A future point in time when
technology will rapidly improve
itself to surpass human
intelligence, changing human
life as we know it.
=
Here is the main thinking about AI...
1. We create AI
2. The AI wakes up
3. The AI makes itself smarter
4. The AI makes itself
MUCH MUCH
smarter
5. The AI takes over
Friendly Unfriendly
And there is not much we can do about it.
It’s inevitable.The end.
Where does this
thinking come from?
The law of accelerating returns
Technological change is
exponential, contrary to the
common-sense “intuitive linear”
view.
Looks pretty
linear, right?
Look again!
Today
Artificial Narrow Intelligence (ANI)
Also referred to as Weak AI. AI that specializes in one area
e.g. play chess extremely well. Cannot do anything else.
Already exists.
Artificial General Intelligence (AGI)
Also referred to as Strong or Human-Level AI. Refers to a
computer that is as smart as a human across the board
i.e. a machine that can perform any intellectual task that
a human being can. Doesn’t exist (yet).
Artificial Superintelligence (ASI)
Leading AI thinker Nick Bostrom defines superintelligence
as “an intellect that is much smarter than the best
human brains in practically every field, including
scientific creativity, general wisdom and social skills.”
Levels of AI
Experts predict that ASI1
● will most probably
happen
● will probably happen in
the 21st century
● will make a huge impact
when it happens
ASI = Artificial Super Intelligence
If you ask experts we are either going to
reach IMMORTALITY or
we are all going to
DIE!To specify: We are all going to die at pretty much the same time.
And the human race will cease to exist...
The Technological Singularity - Prepare for the Disruption of Human Intelligence
“We are summoning
the demon.”
- Elon Musk (CEO Tesla, SpaceX)
But...
Exponential
development is not
accelerating infinitely
Moore’s law - the most popular technology
growth law - is reaching its physical limits.
The Apocalypse has
been predicted
many times before
1. Book of revelation (1st century AD)
2. Year 1.000
3. Nostradamus (16th Century)
4. Nuclear holocaust (1950s-80s)
5. Year 2.000
6. End of Mayan calendar (2012)
1. The medieval clock can keep time
2. Light bulbs illuminate the dark
3. Airplanes can fly
4. ...
Super-human
“intelligence”1 has
been built by
humans for ages
1 The examples on the right are not exactly examples of “intelligence”. What is
intelligence anyway? The point is to illustrate that humans in the past have
created things that exceed human capabilities.
A.I. is still far away
from the efficiency and
capability of the
human brain
1. IBM’s Watson of 2013 consumes 85,000 Watts
compared with the human brain’s 20 Watts.
2. The brain is an analog device, not digital.
3. More computing power does not mean more
intelligence.
4. Memory is not storage.
5. What is not (yet) possible: An “intelligent”
machine with only limited knowledge of a
domain.
6. ...
Machines can process a nearly limitless
amount of data, however
1. Human minds are - for the
foreseeable future - better than
machines at Improvisation +
Imagination = Creative improvisation
2. Human minds can be “irrational”
3. Machines don’t have common sense
4. Can a machine be self-aware? Really?
Human beings
≠
Machines
“AI has by now succeeded in
doing essentially everything that
requires ‘thinking’ but has failed
to do most of what people and
animals do ‘without thinking’”
- Donald Knuth, Computer Scientist
My current opinion1
1. Machines ≠ human beings - they won’t surpass “human” intelligence anytime
soon (i.e. the next 50 years)
2. However, the Singularity is inevitable and machines will in many ways surpass
human capacity very soon (a lot of people will loose their current jobs)
3. We are already today dependant on machines - this dependence will increase
drastically
4. Eventually we will see a fusion of human beings and machines (best of both
worlds)
5. The scary (and for some maybe exciting) part might be that machines will not
only become more like humans but humans will become more like machines
1 My opinion on this will most likely change in the next months/years.
Singularity is going to happen.
But the outcome is not inevitable.
It’s up to us.
The Singularity could end up being the
best thing that ever happened to the
human race.
Or the worst.
The Singularity will - in any case – have a
huge impact on our society and humanity as a whole.
We should have more awareness and debate about it.
Let’s discuss.
Please feel free to connect:
@manuelkoelman
LinkedIn
Leanentrepreneur.com
PirateSummit.com

More Related Content

PPT
Is The Singularity Near
PPTX
The Technological Singularity
PDF
Singularity
PPT
Singularity
PPT
The Singularity is Here - SXSWi 2011
PPTX
The Technological Singularity and Entrepreneurship
PDF
Robonity: Humanized Robots and Robotic Humans
PPTX
Kim Solez Singularity explained promoted winter 2015
Is The Singularity Near
The Technological Singularity
Singularity
Singularity
The Singularity is Here - SXSWi 2011
The Technological Singularity and Entrepreneurship
Robonity: Humanized Robots and Robotic Humans
Kim Solez Singularity explained promoted winter 2015

What's hot (20)

PPTX
Transhumans: Technology Powered Superhumans
PPT
The Singularity and you
PDF
World towards technological singularity
PPTX
superintelligence
PDF
PDF
Selfies, Surveillance and the Voluntary Panopticon
PDF
Superintelligence: how afraid should we be?
PPTX
PDF
Redefining the relationship between human and machine
PDF
Five Reasons why the Singularity is not coming any time soon
PPT
Singularity presentation Ray Kurzweil at Google
PDF
Ethics for the machines altitude software
PPTX
UX the almost foreseeable future final
PPTX
Man machine interaction
PPT
Cloud Superintelligence
PPTX
Internet of Things, AI and us
PDF
Intelligence is not Artificial - Stanford, June 2016
PPTX
Transhumanism
PDF
Humans vs. Machines (February 2017)
PPTX
Transhumans: Technology Powered Superhumans
The Singularity and you
World towards technological singularity
superintelligence
Selfies, Surveillance and the Voluntary Panopticon
Superintelligence: how afraid should we be?
Redefining the relationship between human and machine
Five Reasons why the Singularity is not coming any time soon
Singularity presentation Ray Kurzweil at Google
Ethics for the machines altitude software
UX the almost foreseeable future final
Man machine interaction
Cloud Superintelligence
Internet of Things, AI and us
Intelligence is not Artificial - Stanford, June 2016
Transhumanism
Humans vs. Machines (February 2017)
Ad

Viewers also liked (6)

PDF
TEDx St Peter Port - How To Thrive In The Network Society
PDF
Singularity University Presentation - 2015
PPTX
Artificial intelligence
PPTX
What Corporates can learn from Startups
PPTX
Augmented Reality, Artificial Intelligence, and Business Intelligence
PPTX
No Ordinary Disruption: The four forces breaking all the trends
TEDx St Peter Port - How To Thrive In The Network Society
Singularity University Presentation - 2015
Artificial intelligence
What Corporates can learn from Startups
Augmented Reality, Artificial Intelligence, and Business Intelligence
No Ordinary Disruption: The four forces breaking all the trends
Ad

Similar to The Technological Singularity - Prepare for the Disruption of Human Intelligence (20)

PPTX
"Homo Deus": Emerging Narratives for the Future
PPTX
Technological Singularity & A.I. 2018 - PPT
PDF
Singularity - fiction or future?
PDF
What is the ultimate goal of artificial intelligence yogesh malik
PDF
The Digital Paradox: Finding the Balance
PDF
AI – Risks, Opportunities and Ethical Issues.pdf
PPTX
Do You Trust Your Robots?
PDF
Artificial intelligence and Creativity
PPTX
Kim Solez Singularity explained and promoted fall 2016
PPTX
Kim Solez Singularity explained and promoted winter 2014
PDF
Dan Faggella - TEDx Slides 2015 - Artificial intelligence and Consciousness
PPTX
Transhumanismo
PPTX
Oral presentation future issues - YEAR 10 - 2009
PDF
THE BENEFITS AND RISKS OF TECHNOLOGICAL SINGULARITY BASED ON ARTIFICIAL SUP...
PPTX
Humanity Vs Technology - A "Quote-Unquote" Debate #edcmooc
PPSX
Mieczysław Muraszkiewicz, Warsaw University of Technology: Artificial Intelli...
PDF
Will Super-Intellligent AI Transform Our Future? - Adam Ford - 2022-01
PDF
Design in an Age of Automation
PDF
Resizing robots: 7 tips for human workers to survive the stormy sea of artifi...
PDF
The Future Of The Future
"Homo Deus": Emerging Narratives for the Future
Technological Singularity & A.I. 2018 - PPT
Singularity - fiction or future?
What is the ultimate goal of artificial intelligence yogesh malik
The Digital Paradox: Finding the Balance
AI – Risks, Opportunities and Ethical Issues.pdf
Do You Trust Your Robots?
Artificial intelligence and Creativity
Kim Solez Singularity explained and promoted fall 2016
Kim Solez Singularity explained and promoted winter 2014
Dan Faggella - TEDx Slides 2015 - Artificial intelligence and Consciousness
Transhumanismo
Oral presentation future issues - YEAR 10 - 2009
THE BENEFITS AND RISKS OF TECHNOLOGICAL SINGULARITY BASED ON ARTIFICIAL SUP...
Humanity Vs Technology - A "Quote-Unquote" Debate #edcmooc
Mieczysław Muraszkiewicz, Warsaw University of Technology: Artificial Intelli...
Will Super-Intellligent AI Transform Our Future? - Adam Ford - 2022-01
Design in an Age of Automation
Resizing robots: 7 tips for human workers to survive the stormy sea of artifi...
The Future Of The Future

Recently uploaded (20)

PPT
“AI and Expert System Decision Support & Business Intelligence Systems”
PPTX
Understanding_Digital_Forensics_Presentation.pptx
PDF
Shreyas Phanse Resume: Experienced Backend Engineer | Java • Spring Boot • Ka...
PDF
cuic standard and advanced reporting.pdf
PDF
Spectral efficient network and resource selection model in 5G networks
PPTX
VMware vSphere Foundation How to Sell Presentation-Ver1.4-2-14-2024.pptx
PDF
How UI/UX Design Impacts User Retention in Mobile Apps.pdf
PDF
NewMind AI Weekly Chronicles - August'25 Week I
PDF
The Rise and Fall of 3GPP – Time for a Sabbatical?
PPTX
Cloud computing and distributed systems.
PDF
Mobile App Security Testing_ A Comprehensive Guide.pdf
PDF
NewMind AI Monthly Chronicles - July 2025
PPTX
Detection-First SIEM: Rule Types, Dashboards, and Threat-Informed Strategy
PDF
Per capita expenditure prediction using model stacking based on satellite ima...
PDF
Approach and Philosophy of On baking technology
PDF
Modernizing your data center with Dell and AMD
PPT
Teaching material agriculture food technology
PDF
Encapsulation theory and applications.pdf
PDF
Unlocking AI with Model Context Protocol (MCP)
PDF
CIFDAQ's Market Insight: SEC Turns Pro Crypto
“AI and Expert System Decision Support & Business Intelligence Systems”
Understanding_Digital_Forensics_Presentation.pptx
Shreyas Phanse Resume: Experienced Backend Engineer | Java • Spring Boot • Ka...
cuic standard and advanced reporting.pdf
Spectral efficient network and resource selection model in 5G networks
VMware vSphere Foundation How to Sell Presentation-Ver1.4-2-14-2024.pptx
How UI/UX Design Impacts User Retention in Mobile Apps.pdf
NewMind AI Weekly Chronicles - August'25 Week I
The Rise and Fall of 3GPP – Time for a Sabbatical?
Cloud computing and distributed systems.
Mobile App Security Testing_ A Comprehensive Guide.pdf
NewMind AI Monthly Chronicles - July 2025
Detection-First SIEM: Rule Types, Dashboards, and Threat-Informed Strategy
Per capita expenditure prediction using model stacking based on satellite ima...
Approach and Philosophy of On baking technology
Modernizing your data center with Dell and AMD
Teaching material agriculture food technology
Encapsulation theory and applications.pdf
Unlocking AI with Model Context Protocol (MCP)
CIFDAQ's Market Insight: SEC Turns Pro Crypto

The Technological Singularity - Prepare for the Disruption of Human Intelligence

  • 1. Singularity Prepare for the disruption of human intelligence #execfintech, March 8th 2016
  • 2. manuel koelman dutch entrepreneur | living in cologne | founded several companies | chairman of pirate summit | corporate innovation | agile enterprise | startup dna | practical philosopher | startup mentor | angel investor | father of two | interested in machine intelligence | cheese addicted
  • 3. Nobody has a f%$king clue about what is going to happen. Me neither.
  • 4. Within thirty years, we will have the technological means to create superhuman intelligence. Shortly after, the human era will be ended. - Vernor Vinge (1993)
  • 5. The Singularity A future point in time when technology will rapidly improve itself to surpass human intelligence, changing human life as we know it. =
  • 6. Here is the main thinking about AI...
  • 8. 2. The AI wakes up
  • 9. 3. The AI makes itself smarter
  • 10. 4. The AI makes itself MUCH MUCH smarter
  • 11. 5. The AI takes over Friendly Unfriendly
  • 12. And there is not much we can do about it. It’s inevitable.The end.
  • 14. The law of accelerating returns Technological change is exponential, contrary to the common-sense “intuitive linear” view.
  • 17. Today
  • 18. Artificial Narrow Intelligence (ANI) Also referred to as Weak AI. AI that specializes in one area e.g. play chess extremely well. Cannot do anything else. Already exists. Artificial General Intelligence (AGI) Also referred to as Strong or Human-Level AI. Refers to a computer that is as smart as a human across the board i.e. a machine that can perform any intellectual task that a human being can. Doesn’t exist (yet). Artificial Superintelligence (ASI) Leading AI thinker Nick Bostrom defines superintelligence as “an intellect that is much smarter than the best human brains in practically every field, including scientific creativity, general wisdom and social skills.” Levels of AI
  • 19. Experts predict that ASI1 ● will most probably happen ● will probably happen in the 21st century ● will make a huge impact when it happens ASI = Artificial Super Intelligence
  • 20. If you ask experts we are either going to reach IMMORTALITY or we are all going to DIE!To specify: We are all going to die at pretty much the same time. And the human race will cease to exist...
  • 22. “We are summoning the demon.” - Elon Musk (CEO Tesla, SpaceX)
  • 24. Exponential development is not accelerating infinitely Moore’s law - the most popular technology growth law - is reaching its physical limits.
  • 25. The Apocalypse has been predicted many times before 1. Book of revelation (1st century AD) 2. Year 1.000 3. Nostradamus (16th Century) 4. Nuclear holocaust (1950s-80s) 5. Year 2.000 6. End of Mayan calendar (2012)
  • 26. 1. The medieval clock can keep time 2. Light bulbs illuminate the dark 3. Airplanes can fly 4. ... Super-human “intelligence”1 has been built by humans for ages 1 The examples on the right are not exactly examples of “intelligence”. What is intelligence anyway? The point is to illustrate that humans in the past have created things that exceed human capabilities.
  • 27. A.I. is still far away from the efficiency and capability of the human brain 1. IBM’s Watson of 2013 consumes 85,000 Watts compared with the human brain’s 20 Watts. 2. The brain is an analog device, not digital. 3. More computing power does not mean more intelligence. 4. Memory is not storage. 5. What is not (yet) possible: An “intelligent” machine with only limited knowledge of a domain. 6. ...
  • 28. Machines can process a nearly limitless amount of data, however 1. Human minds are - for the foreseeable future - better than machines at Improvisation + Imagination = Creative improvisation 2. Human minds can be “irrational” 3. Machines don’t have common sense 4. Can a machine be self-aware? Really? Human beings ≠ Machines
  • 29. “AI has by now succeeded in doing essentially everything that requires ‘thinking’ but has failed to do most of what people and animals do ‘without thinking’” - Donald Knuth, Computer Scientist
  • 30. My current opinion1 1. Machines ≠ human beings - they won’t surpass “human” intelligence anytime soon (i.e. the next 50 years) 2. However, the Singularity is inevitable and machines will in many ways surpass human capacity very soon (a lot of people will loose their current jobs) 3. We are already today dependant on machines - this dependence will increase drastically 4. Eventually we will see a fusion of human beings and machines (best of both worlds) 5. The scary (and for some maybe exciting) part might be that machines will not only become more like humans but humans will become more like machines 1 My opinion on this will most likely change in the next months/years.
  • 31. Singularity is going to happen. But the outcome is not inevitable. It’s up to us.
  • 32. The Singularity could end up being the best thing that ever happened to the human race. Or the worst.
  • 33. The Singularity will - in any case – have a huge impact on our society and humanity as a whole. We should have more awareness and debate about it.
  • 34. Let’s discuss. Please feel free to connect: @manuelkoelman LinkedIn Leanentrepreneur.com PirateSummit.com