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LECTURE L04
ADJACENT POSSIBLE
The S-curve
Based on the notion of the Technical Life Cycle
Improvements in
performance varies
throughout the life
of the technology
Number of transistors on

an integrated circuit will double
in about 18-24 months
Moore’s Law
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.
Exponential World
Local and linear
Global and Exponential
February 14th 1876
Alexander G. Bell
filed a patent
application at the US
Patent Office, on the
harmonic telegraph,
including its use for
transmitting vocal
sounds
On the same day
another inventor,
Elisha Gray, filed a
patent caveat for
improving the
telegraph
The Bell vs. Gray Controversy
Ideas usually come at similar time
Who invented the telephone?
When All the Enabling Technologies are Ready
Why was the telephone invented in 1876, but
not 1826 or 1926?
With electricity, wires, batteries and with the
workmanship and tools and with the knowledge of
these, at the time, it was possible in 1876 to create
a working telephone
Adjacent Possible
Adjacent Possible
Inventions have their time in history
due to the possibilities of the
environment at any given time.
Inventions tend to happen within the
boundaries of the adjacent possible,
or the realm of possibilities available
at any given momentSteven Johnson
Adjacent Possible
Inventions tend to happen within the
boundaries of the adjacent possible,
or the realm of possibilities available
at any given moment
Steven Johnson
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
L04 Adjacent Possible
Ideas usually come at similar time
Electricity, wires, telegraph, batteries, …
Enabling Technology
Existing technology that can be used

to build new technologies
Why was the computer 

invented in the 1940s 

and not in the 1840s?
Think about this!
Charles Babbage
Sometimes called Inventor
of the Computer

Wanted to remove the
inevitable human errors
from computing
Believed that machines
could replace laborious and 

error-prone calculations -
“calculate by steam”
Charles Babbage
L04 Adjacent Possible
Machine to compute polynomials

Got grants but efforts were slow

Lack of workmanship of the time 

delayed the project

Worked stopped 1833
Difference Engine
L04 Adjacent Possible
Analytical engine
Babbage started on a new machine in 1834

Programmable machine – with 

primitive programming language

Input was in punched cards

Run by steam
Augusta Ada Byron 

Countess of Lovelace
Mathematician and
scientist

Worked with Babbage on
his Analytical Engine
The first programmer
L04 Adjacent Possible
Notes by the Translator
Ada worte notes on the Analytical machine

1. General purpose machine - mill to
calculate, store to keep data, and formulas

2. Machine was not limited to math - could
by any symbol - words, logic, music

3. Step by step instructions - programs,
subroutines
Adjacent Possible
When all the enabling
technologies are ready, new
inventions will be emerge
Adjacent Possible
The inventor must use the
components that exist in his
environment
Steven Johnson
Image	source:	http://www.computersciencelab.com/ComputerHistory/HistoryPt4.htm
Vacuum tubes were used 

to build computers
Toaster
Thomas Thwaits: The Toaster Project
Source:	TED.com
"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
L04 Adjacent Possible
L04 Adjacent Possible
“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
Layers of Technology
Prevailing Technology
The dominant
technology at any
given time
New inventions will
improve
Source:	www.pianoworld.com/gallery/piano_pictures2.htm
Ideas build upon Ideas
Every generation of
technology 

becomes a source for
new innovations
Combinatory Process
New technology is created 

by combining other existing
technology in new ways
Layers of Technology
Technologies evolves layer by layer,
from simple to complex
technologies
Web of Technology
Products are made using different parts
using many technologies - confection of
ideas
Gall’s Law
All complex systems that work, evolved from 

simpler system that worked
“I, Pencil” by Leonard E. Read
The most important single central
fact about a free market is that no
exchange takes place unless both
parties benefit.
— Milton Friedman
L04 Adjacent Possible
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
That means when technology
disappears
it becomes useful
The Law of Disappearing Technology
Electricity
The Law of Disappearing Technology
Internet
The Law of Disappearing Technology
The Resistance Corollary
Even outdated things that
should “disappear” don’t
due to supposed importance
Phone books
Checks
Fax machines
Keys
Plastic cards
Landline phones
Printed

newspapers
Lottery terminals
The Prevailing Technology Trap
L04 Adjacent Possible
L04 Adjacent Possible
The Prevailing Technology Trap
Current and dominant technology
will highly influence and restrict
new innovations
Current and dominant technology will
highly influence new innovation, and can
even restrict them
Innovators are so influenced by the
current technologies that they will try to
work according to them, including their
limitations.
The Prevailing Technology Trap
Technology Cramming
Technology Cramming
L04 Adjacent Possible
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
Two Waves of Products Development
Web 1.0 Web 2.0
Two Waves of Products Development
One2Many Many2Many
Timeline
Each wave creates number of
new inventions
Timeline
When the time is right,
new ideas will emerge
Next
L05 How Innovation Happens

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L04 Adjacent Possible