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LECTURE L03

EXPONENTIAL WORLD
How	
  does	
  technology	
  evolve?	
  
Evolution of technology
is closely linked with the
evolution of mankind
Charles Darwin published
“On The Origin of Species”
in 1852
Evolutionary Process
Each generation
breeds the next, and
becomes an input
Samuel Butler published 1859 

a letter to the editor of the Press
in New Zealand, called
“Darwin among the Machines”
Kingdom of the machines
Kevin Kelly: The Seventh Kingdom
Kevin Kelly’s
The Seventh Kingdom
Evolution of the 

human brain

http://www.bordalierinstitute.com/images/brainEvolution.jpg
THE EXPONENTIAL
The	
  S-­‐Curve	
  
The S-curve
Based on the notion of the
Technical Life Cycle

Improvements in
performance varies
throughout the life of the
technology
The S-curve

Product Perfomance

Maturity phase

Growth
phase

Research and development
phase

Time and effort
The S-curve

	
   Exponential	
  trends	
  can	
  
be	
  composed	
  of	
  a	
  
sequence	
  of	
  S-­‐curves	
  
where	
  each	
  curve	
  is	
  
faster
The S-curve

	
   Exponential	
  trends	
  can	
  
be	
  composed	
  of	
  a	
  
sequence	
  of	
  S-­‐curves	
  
where	
  each	
  curve	
  is	
  
faster
Technology	
  Life	
  Cycle	
  
Technology Life Cycle
The technology life-cycle
(TLC) describes the
commercial gain of a
product through the
expense of research and
development phase, and
the financial return
during its "vital life".
Technology Life Cycle
In the early days

In the later days

!

!

The innovators and technology
enthusiasts drive the market
They demand technology
Small percentage of the market

The pragmatists and conservatives
dominate; they want solutions and
convenience
The big market
The	
  Digital	
  Revolution	
  
Computers in 1964
IBM System/360

360/20 with 24K of memory
The Digital Revolution
Transistor, 1947

Vacuum tube, 1904

Intel 4004, 1971

Integrated circuit, 1959
Gordon Moore published
an article
in 1965 called
“Cramming More
Components onto
Integrated Circuits”
Moore’s Law

Number of transistors on

an integrated circuit will double
in about 18-24 months
Moore’s Law

Number of transistors on

an integrated circuit will double
in about 18-24 months.
Technological growth

accelerates
The Fifth Paradigm
30 years of product improvements

1977
Apple II $1,298
4000 bytes memory
Motorola 6502 1MHz

2007
iMac 17-inch $1,199
1GB memory
Intel 2.0GHz
30 years of product improvements
iPad	
  2	
  as	
  fast	
  as	
  Cray	
  2	
  supercomputer,	
  
fraction	
  of	
  the	
  size

Cray 2 1985
Apple iPad 2 2011

Read	
  more:	
  http://www.electronista.com/articles/11/05/10/ipad.2.benches.as.fast.as.cray.2.from.1985/#ixzz1jdOS0Es4
Exponential Growth

Slow growth in the beginning
than accelerates
Second half of the Chess board

Flickr	
  picture	
  by	
  spwelton
The Legend of the

Ambalappuzha Paal Payasam
Moore’s Law
Number of transistors on

an integrated circuit will double
in about 18-24 months.
Exponential growth
Computers will be faster
Computers will be smaller
Computers will be cheaper
Computers will be everywhere
Things that once were impossible become possible
From a 1946 Comic strip to CES 2009
And from 2009 to 2014
The Long Nose of Innovation
Bill Buxton’s
Long nose of
Innovation

Source:	
  http://www.businessweek.com/innovate/content/jan2008/
id2008012_297369.htm	
  
Growth of
Technology
Evolutionary processes – both

biology and technology, tend to 

accelerate
Ray Kurzweil on how technology will transform us (from TED.com)
The Law of 

Accelerating Returns
Evolution applies positive feedback in that
the more capable methods resulting from
one stage of evolutionary progress are
used to create the next stage.	
  
	
  
As a result, the rate of progress of an
evolutionary process increases
exponentially over time.
“An analysis of the history of technology
shows that technological change is
exponential, contrary to the commonsense ‘intuitive linear’ view. So 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).”
- Ray Kurzweil
S-Curve
S-Curve
S-Curve
S-Curve
S-Curve
S-Curve
Is this evolution of technology good?
Kranzberg’s 1. law of technology

Technology is
neither good nor
bad; nor is it neutral
Peter Diamandis
NEXT:
!

The Adjacent Possible

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