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Lecture L04
ADJACENT POSSIBLE
Exponential World

Global and Exponential

Local and linear
The S-curve
Improvements in performance
varies throughout the life of the
technology
Moore’s Law
Number of transistors on

an integrated circuit will double "
in about 18-24 months
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
Ideas build upon Ideas
Every generation of technology 

becomes a source for new 

innovations
Web of Technology
Products are made using different
parts using many technologies confection of ideas
Complexity of Technology

Global and Exponential

Local and linear
Gall’s Law
All complex systems that work evolved from 

simpler system that worked
“I, Pencil” by Leonard E. Read
Toaster
Thomas Thwaits: The Toaster Project
"Left to his own devices he couldn’t build a toaster.
He could just about make a sandwich 

and that was it."
Mostly Harmless, Douglas Adams, 1992
“And that was something that reoccurred
throughout the project, was, the smaller the
scale you want to work on, the further back
in time you have to go”
- Thomas Thwaites
The Law of Disappearing Technology
When some technique is
mastered, it will “disappear” as
something obvious and trivial, and
other more useful things that are
built on top of it
Layers of Technology
Technologies evolves layer by
layer, from simple to complex "
technologies
Adjacent Possible
Adjacent Possible

...a kind of shadow future, hovering
on the edges of the present state of
things, a map of all the ways in
which the present can reinvent itself
Steven Johnson
Ideas usually come at similar time
Who invented the telephone?
Enabling Technology
Existing technology that can be used
to build new technologies
Think about this!
Why was the computer
invented in the 1940s 

and not in the 1840s?
Charles Babbage

worked on his 

difference engine
and later 

analytical engine
In 1822-1871
Vacuum tubes where used 

to build computers

Image	
  source:	
  http://www.computersciencelab.com/ComputerHistory/HistoryPt4.htm
The Second Industrial Revolution
The period 1870-1914 shaw innovations in the chemical,
electric, petroleum and steel industries
Nikolai Kondratiev
Kondratiev waves are supposedly
cycle-like phenomena in the
modern world economy
Kontrativ Wave

Source:	
  Wikipedia,	
  Kondratiev	
  Wave
Kontrativ Wave
Wave

Years

1

First Industrial Revolution

1787–1842

2

Railroad and Steam Engine Era

1842–1897

3

Age of steel, electricity and internal combustion 1897–1939

4

War and Post-war Boom: Suburbia

1939–1982

5

Post Industrial Era: Information Technology

1982? – ??

Source:	
  Wikipedia,	
  Kondratiev	
  Wave
The Prevailing Technology Trap

Current	
  and	
  dominant	
  technology	
  will	
  highly	
  
influence	
  and	
  restrict	
  new	
  innovations
Technology Cramming
Technology Cramming
Adjacent Possible
The inventor must use the
components that exist in
his environment
Steven	
  Johnson
Two Waves of Products Development
In the first wave the product
is restricted by the
prevailing technology, but in
the second, there is
something new
Adjacent Possible
The inventor must use the
components that exist in
his environment
Steven	
  Johnson
Next
L05 Innovation

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