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THE AGE OF SCALE

Al Arab‟ya News Channel

Michael Edson
@mpedson
slideshare.net/edsonm
Burj Dubai Aerial Shot 103 By Carter S’ http://www.flickr.com/photos/sgtcaboose/3222454514/ CC BY-NC 2.0
THE AGE OF SCALE

[ Speaking today as a private citizen, not representing the Smithsonian ]
What, exactly, are we doing here?

Burj Dubai Aerial Shot 103 By Carter S’ http://www.flickr.com/photos/sgtcaboose/3222454514/ CC BY-NC 2.0
What, exactly, are we doing here?
Not here
What, exactly, are we doing here?
Here
What, exactly, are we doing here?
Your organizations have
public service missions.
What, exactly, are we doing here?
Beeld en Geluid
Media Wisdom
“…the whole of knowledge, skills
and mentality that citizens use to
consciously, critically and actively
take part in a complex, changing
and fundamentally mediatized
world.”

http://www.beeldengeluid.nl/en/about
What, exactly, are we doing here?

http://fiatifta.org/awards/
What, exactly, are we doing here?
1 in 3 Americans can
neither name a single
Supreme Court justice
or identify the basic
tenets of scientific
reasoning…

http://blogs.wsj.com/law/2012/08/20/most-americans-cant-name-a-u-s-supreme-court-justice-survey-says/?mod=e2tw
http://www.nsf.gov/statistics/seind04/c7/c7s2.htm
What, exactly, are we doing here?
25% percent of the
population have no
friends or emotional
ties to people in their
communities

http://www.nytimes.com/2006/07/02/weekinreview/02fountain.html?_r=1&
What, exactly, are we doing here?
28% percent of the
population don’t know
their next-door
neighbors

http://www.pewresearch.org/daily-number/do-you-know-your-neighbors/
What, exactly, are we doing here?
19% of Americans
didn’t read a book last
year, in any format
(print, audio book, ebook)

http://libraries.pewinternet.org/2012/04/04/part-2-the-general-reading-habits-of-americans/
What, exactly, are we doing here?
C02 in the atmosphere
is nearly 400ppm

http://c02now.org/
What, exactly, are we doing here?
At least 16,928 species
are threatened with
extinction
•
•
•
•
•

21% of mammals,
12% of birds,
31% of reptiles,
30% of amphibians
37% of fish

http://www.facingthefuture.org/GlobalIssuesResources/GlobalIssuesTours/Biodiversity/tabid/506/Default.aspx?gclid=CIGFoO6t7ICFcaiPAodLjIAaA
What, exactly, are we doing here?
63 armed conflicts

http://conflictmap.org/
42 million refugees

http://www.unhcr.org/4a2fd52412d.html
42 million refugees
925 million people hungry

http://www.unhcr.org/4a2fd52412d.html
42 million refugees
925 million people hungry
1.4 billion people <$1.25 a day or less

http://www.unhcr.org/4a2fd52412d.html
42 million refugees
925 million people hungry
1.4 billion people <$1.25 a day or less
22,000 children die each year from poverty

http://www.unhcr.org/4a2fd52412d.html
42 million refugees
925 million people hungry
1.4 billion people <$1.25 a day or less
22,000 children die each year from poverty
850 million people lack access to basic literacy
(2/3 are women)

http://www.unhcr.org/4a2fd52412d.html
42 million refugees
925 million people hungry
1.4 billion people <$1.25 a day or less
22,000 children die each year from poverty
850 million people lack access to basic literacy
(2/3 are women)
100 million primary age kids are not in school

http://www.unhcr.org/4a2fd52412d.html
Globalization
Do-it-yourself biology
Genetic engineering
Trans-humanism
Artificial intelligence…
Globalism
Do-it-yourself biology
Genetic engineering
Trans-humanism
Artificial intelligence…
Fatty food
Sore feet
Male pattern baldness
What, exactly, are we doing here?
What, exactly, are we doing here?
We are racing, lonely and uninformed, into a
future we can barely comprehend.
What, exactly, are we doing here?
We are racing, lonely and uninformed, into a
future we can barely comprehend.
We need to use every tool at our disposal to
create the best possible outcomes for society.
What, exactly, are we doing here?
Given these challenges,
are you getting enough
done?
We need to re-think
how we think about

SCOPE
SCALE
SPEED
WE FORGED OUR DREAMS IN SIMPLER TIMES
WHEN SUCCESS MEANT COLLECTIONS

http://www.flickr.com/photos/kulturarvsprojektet/6498637005/sizes/l/in/set-72157629730180465/
BUILDINGS
AND STAFF

http://www.euscreen.eu/play.jsp?id=EUS_F40CA73F75EB43FCBE6FCAAB9BF7D056
1998
$70,000,000 budget

http://www.imdb.com/title/tt0120815/

Versus…
…3 graphic designers
Team Compost headed out to Omaha
Beach for 4 days armed with a Z1
camera, a pop up greenscreen, some
soldier uniforms and 2 rubber rifles (we
couldn’t afford 3), and begun the process
of covering the beach (with camera on
the cliff top), and re-enacting the
veterans moving accounts. When back in
London (and back in our real day job) we
began to piece together …turning the 3
of us into the invading U.S. army.
6 Weeks later the work was completed
and provides a moving insight to the U.S
veterans memories of storming Omaha
beach

http://www.youtube.com/watch?v=WRS9cpOMYv0
The broadcast model is broken
Resources

Outcomes
An “organization”
The broadcast model is incomplete
Resources

Outcomes
An “organization”
The broadcast model is incomplete
The broadcast model is incomplete

Not fast enough
Big enough
Not smart enough
The broadcast model is incomplete

“We are trying to pour the Web back into the
broadcast model”
133,000 km
The Chandra X-Ray Telescope
A Smithsonian Astrophysicist told me
“We won’t even consider a new project unless it
returns

10x better performance than the last one.”
10x improvement lets us see
10x farther back to the beginning of the universe.”

returns
“Every
10x (simulation)
The Crab Nebula (composite) http://www.chandra.harvard.edu/photo/2013/w49b/
Let’s make some graphs
10 million people

1 year
National Gallery of Art, Washington, D.C.
Annual attendance
National Gallery of Art
1978 through 2011
Annual attendance
National Gallery of Art
1978 through 2011

-1% growth
over 33 years
People who don’t visit the NGA

People who do visit the NGA
How you feel about this depends
On what you think your mission is
and how you think about scale.
But either way…
How you feel about this depends
On what you think your mission is
and how you think about scale.
But either way…

There’s a lot of room at the top
--Business proverb
“We won’t even consider a new project unless it
returns

10x better performance than the last one.”
Hypothetical Project X, starts where
the National Gallery of Art started,
grows at 10% a year for 33 years
Let’s adjust the vertical scale
(Zoom out to 500 million)
10 million
100 million people
10% annual growth gives you
102 million more visitors/year
after 33 years
Wikipedia Unique visits…
Wikipedia Unique visits…

Let’s adjust the vertical scale
(Zoom out to 6 billion)
10 million
100 million
1 billion people
Oops! Wrong scale! This is actually
Wikipedia Unique visits …A MONTH!
(Let’s adjust it to unique visits/year)
Wikipedia Unique visits!
(…extrapolated to 12 months, an
approximation)
2.4 billion Internet users
(34% of world population)
2.4 billion Internet users
(34% of world population)

4.6 million
National Gallery of Art visitors
…A 2.395 billion
person difference
6.8 billion mobile
phone subscribers
If visits followed
Moore’s Law
http://en.wikipedia.org/wiki/Moore's_law
Moore’s Law
via Ray Kurzweil
By 2019 a $1,000 PC will
have as much computing
power as the human brain
Moore’s Law
By 2029 a $1,000 PC will
be 1,000 times more
powerful than the human
brain
Moore’s Law
By 2045…
A $1,000 PC will be a billion
times more powerful
(“intelligent”) than the
brains of every human
being on earth, combined
By 2045…
A $1,000 PC will be a billion times
more powerful than the brains of
every human being on
earth, combined
2.4 billion Internet users
(34% of world population)

4.6 million
National Gallery of Art visitors
A global “audience”
of collaborators
(individuals, learners, fans, community)
of this scale was not imaginable to an
organization 30 years ago…
But it is now
108.4 million viewers for 2013 Super Bowl

http://www.flickr.com/photos/mbk/2241960032/ (CC BY-NC-SA 2.0)
2013 super bowl: 108.4 million viewers. http://www.latimes.com/sports/sportsnow/la-sp-sn-super-bowl-ratings-20130204,0,4439351.story
108.4 million viewers for 2013 Super Bowl
1,341,882,399 views of Gangnam Style

http://www.youtube.com/user/officialpsy
108.4 million viewers for 2013 Super Bowl
1,341,882,399 views of Gangnam Style

http://www.youtube.com/user/officialpsy
1,799,601,912 views
108.4 million viewers for 2013 Super Bowl
1,341,882,399 views of Gangnam Style
http://blog.ted.com/2012/11/13/ted-reaches-its-billionth-video-view/
http://www.businessinsider.com/youtube-1billion-monthly-users-2013-3
http://www.businessinsider.com/youtube-1-billion-monthly-users-2013-3
http://money.cnn.com/2012/10/04/technology/facebook-billion-users/
Wikipedia 2 billion edits
Wikipedia 1.8 billion edits

http://toolserver.org/~emijrp/wikimediacounter/
874,172 people taking
part worldwide

https://www.zooniverse.org/
Over 900,000 registered users
have contributed 14 million edits
and 1.6 billion locations

http://www.openstreetmap.org/ | http://wiki.openstreetmap.org/wiki/Stats | http://www.openstreetmap.org/browse/changeset/14947636
April, 2013
Over 900,000 registered users
have contributed over
1.6 billion locations

Now, over 1,350,000 registered
users have contributed over
2 billion locations

http://www.openstreetmap.org/ | http://wiki.openstreetmap.org/wiki/Stats | http://www.openstreetmap.org/browse/changeset/14947636
http://www.timeshighereducation.co.uk/news/edinburghs-coursera-based-moocs-attract-300000/2001288.article
“For every student physically studying in Edinburgh,
there are now ten online learners.”

http://www.timeshighereducation.co.uk/news/edinburghs-coursera-based-moocs-attract-300000/2001288.article
http://www.campusmoviefest.com/
20,000 films
6,000 Distinguished Filmmakers Network
http://www.campusmoviefest.com/
http://ideasunited.com/
http://www.slideshare.net/RealBranding/10-million-in-10-weeks-what-stanford-learned-building-facebook-apps-424542
http://www.kickstarter.com/year/2012
In 2012…
2,241,475 people
from 177 counties
pledged $319,786,629
to support 18,109 projects

http://www.kickstarter.com/year/2012
http://www.kickstarter.com/year/2012
http://ocw.mit.edu/index.htm
This order of
magnitude is visible
at web scale

http://ocw.mit.edu/index.htm
http://openlibrary.org/
“without users,
our shelves are empty”
Brewster Kahle
“The people who are supposed
to be doing universal access
to knowledge, and are getting
$12b a year to do it, are not
getting the job done”
Brewster Kahle
http://www.librarything.com/
1.6 million members
81 million books
96 million tags
2.1 million reviews
3.9 million talk/comments
User “ending2012” has
added/cataloged 65,535 books
Institutions were important
when the catalog needed
a hard drive “the size of
your desk” …

Tim Spalding
Institutions were important
when the catalog needed
a hard drive “the size of
your desk” … But now it
fits on a thumb drive.

Tim Spalding
“Library is not an
institutional thing:
anyone who has a large
collection of books has
a library.”
Tim Spalding
IS SCALE JUST FOR BIG ORGANIZATIONS?
http://www.youtube.com/channel/UCO9Q5_D6tItyoilmDogexng
Public.Resource.Org is a small non-profit that helps make
public/government information available to all.
In one project, they ask US government entities to send
them old analog videos, which they rip and put online.

http://www.youtube.com/channel/UCO9Q5_D6tItyoilmDogexng
20 million views on YouTube
20 million views on Internet Archive
MORE VIDEO than all but 3 U.S.A government agencies
“Me in my spare time and a couple of volunteers”
--Carl Malamud

http://www.youtube.com/channel/UCO9Q5_D6tItyoilmDogexng
http://smarthistory.khanacademy.org/
”A free, not-for-profit, multi-media webbook designed as a dynamic enhancement
(or even substitute) for the traditional art
history textbook.” http://www.huffingtonpost.com/rebeccataylor/smarthistory_b_785154.html

http://smarthistory.khanacademy.org/
512 videos
247 essays
6 million visits
Viewed in 200 countries
Tech budget of $700 + two laptops

http://smarthistory.khanacademy.org/
http://www.youtube.com/user/smarthistoryvideos
”As professors, we reach 200 students a
semester.” -- Beth Harris
Last semester, Smarthistory content
reached 750,000 users

http://www.youtube.com/user/smarthistoryvideos
”As professors, we reach 200 students a
semester.” -- Beth Harris
Last semester, Smarthistory content
reached 750,000 users

http://www.youtube.com/user/smarthistoryvideos
1 million students /month
~200,000 videos /day

“But what we’re going to talk
about is how we’re going to
get to the next level”

Salman Khan, Kahn Academy

http://www.ted.com/talks/salman_khan_let_s_use_video_to_reinvent_education.html
OTHER KINDS OF SCALE
OTHER KINDS OF SCALE

Scale has a Z axis
The Z axis, depth, is for
emotion and impact on
individuals.

Z

Y

X
OTHER KINDS OF SCALE

Scale has a Z axis
The Z axis, depth, is for
emotion and impact on
individuals.
It scales, not in quantities of
individuals served, but in how
deeply we affect them.

Z

Y

X
http://metrotimes.com/arts/behind-bars-with-the-bard-1.1371708
“Inmates who have been involved in the
program say they experience a profound
personal growth through it, first by
recognizing the depths of their own
emotions, then by connecting with fellow
prisoners through the camaraderie of
sharing a stage.”
http://metrotimes.com/arts/behind-bars-with-the-bard-1.1371708
AND MISSIONS CAN BE SHAPED
THE Z AXIS
IN DRAMATIC
Can you deepen the experiences NEW WAYS
of the people you already serve?

http://www.yongestreetmedia.ca/features/humanbooks1208.aspx
AND MISSIONS CAN BE SHAPED
IN DRAMATIC NEW WAYS

http://www.yongestreetmedia.ca/features/humanbooks1208.aspx
AND MISSIONS CAN BE SHAPED
IN DRAMATIC NEW WAYS

“The Toronto Public Library held its
first Human Library event at five
branches on Nov. 6, attracting
more than 200 users who checked
out the likes of a police officer, a
comedian, a sex-worker-turnedclub-owner, a model and a
survivor of cancer, homelessness
and poverty.”
http://www.yongestreetmedia.ca/features/humanbooks1208.aspx
“Who are the users of archival content?
Well, our users are not just browsing through, looking for
media consumption.

As soon as they encounter archival
content, they become researchers.”

Peder Andrén, Swedish National
Archives, APENet (Archives Portal Europe)
SPECIAL KINDS OF SCALE

0 to 1

http://channelviewpublications.wordpress.com/2013/01/24/education-and-literacy-in-ethiopia/
SPECIAL KINDS OF SCALE

0 to 1

Going from the total
absence of something to
the basic presence of it
is its own kind of scale.
http://channelviewpublications.wordpress.com/2013/01/24/education-and-literacy-in-ethiopia/
The Metropolitan Opera: Live in HD
http://www.metoperafamily.org/en/news-and-features1/press-releases/releases/The-Met-Live-in-HDs-2012-13-Season-Features/
Photo by Lee Eiseman © Boston Musical Intelligencer (used by permission)
1,700 theaters
54 countries
~12 million tickets

http://www.metoperafamily.org/en/news-and-features1/press-releases/releases/The-Met-Live-in-HDs-2012-13-Season-Features/
Photo by Lee Eiseman © Boston Musical Intelligencer (used by permission)
40,000
students from
133 countries

http://chronicle.com/article/Teaching-to-the-World-From/134068/
“I had played down this kind of teaching as
inevitably a pale reflection of on-campus
learning…
Yet as I got to know some of my students, I
came to feel that the difference was not of the
sort I had imagined.
For most of them, the choice was not between
an online course and a traditional university. It
was, as one student put it, „a choice between
online class versus no class.‟
Mitchell Duneier
http://chronicle.com/article/Teaching-to-the-World-From/134068/
“I had played down this kind of teaching as
inevitably a pale reflection of on-campus
learning…
Yet as I got to know some of my students, I
came to feel that the difference was not of the
sort I had imagined.
For most of them, the choice was not between
an online course and a traditional university. It
was, as one student put it, „a choice between
online class versus no class.‟
Mitchell Duneier
http://chronicle.com/article/Teaching-to-the-World-From/134068/
“I had played down this kind of teaching as
inevitably a pale reflection of on-campus
learning…
Yet as I got to know some of my students, I
came to feel that the difference was not of the
sort I had imagined.
For most of them, the choice was not between
an online course and a traditional university. It
was, as one student put it, „a choice between
online class versus no class.‟
Mitchell Duneier
http://chronicle.com/article/Teaching-to-the-World-From/134068/
Room to Read
Since 1998 Room to Read has…
Distributed 10 million books
Built 12,000 libraries
Built 3,200 schools
“There are no books for kids in some
languages, so we had to become a selfpublisher,” Wood explains. […]
Room to Read has, so far, published 591 titles
in languages including
Khmer, Nepalese, Zulu, Lao, Xhosa, Chhattisg
arhi, Tharu, Tsonga, Garhwali and Bundeli.
http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html
“In 20 years,” [founder John Wood] told
me, “I‟d like to have 100,000
libraries, reaching 50 million kids.

http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html
“In 20 years,” [founder John Wood] told
me, “I‟d like to have 100,000
libraries, reaching 50 million kids. Our 50year goal is to reverse the notion that any
child can be told „you were born in the wrong
place at the wrong time and so you will not
get educated.‟ That idea belongs on the
scrapheap of human history.”
http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html
CULTURAL IMPOVRISHMENT ISN‟T
JUST A 3RD WORLD THING

IT EXISTS EVERYWHERE
http://www.guardian.co.uk/books/2012/dec/10/uk-lost-200-libraries-2012
http://www.huffingtonpost.com/caitlin-moran/libraries-cathedrals-ofo_b_2103362.html?ncid=edlinkusaolp00000003&utm_hp_ref=fb&src=sp&comm_ref=false
Everything I am is based on this ugly building on its lonely lawn--lit
up during winter darkness; open in the slashing rain--which
allowed a girl so poor she didn't even own a purse to come in twice
a day and experience actual magic: traveling through time, making
contact with the dead--Dorothy Parker, Stella Gibbons, Charlotte
Brontë, Spike Milligan.

A library in the middle of a community is a cross between an
emergency exit, a life raft and a festival.

http://www.huffingtonpost.com/caitlin-moran/libraries-cathedrals-ofo_b_2103362.html?ncid=edlinkusaolp00000003&utm_hp_ref=fb&src=sp&comm_ref=false
No new libraries will be built to replace them. These libraries will be
lost forever.
And, in their place, we will have thousands more public spaces
where you are simply the money in your pocket, rather than the
hunger in your heart. Kids--poor kids--will never know the
fabulous, benign quirk of self-esteem of walking into "their" library
and thinking, "I have read 60 percent of the books in here. I am
awesome." Libraries that stayed open during the Blitz will be closed
by budgets.
A trillion small doors closing.

http://www.huffingtonpost.com/caitlin-moran/libraries-cathedrals-ofo_b_2103362.html?ncid=edlinkusaolp00000003&utm_hp_ref=fb&src=sp&comm_ref=false
No new libraries will be built to replace them. These libraries will be
lost forever.
And, in their place, we will have thousands more public spaces
where you are simply the money in your pocket, rather than the
hunger in your heart. Kids--poor kids--will never know the
fabulous, benign quirk of self-esteem of walking into "their" library
and thinking, "I have read 60 percent of the books in here. I am
awesome." Libraries that stayed open during the Blitz will be closed
by budgets.

http://www.huffingtonpost.com/caitlin-moran/libraries-cathedrals-ofo_b_2103362.html?ncid=edlinkusaolp00000003&utm_hp_ref=fb&src=sp&comm_ref=false
http://danielsolisblog.blogspot.com/2011/01/cutting-libraries-in-recession-is-like.html
We love our museums, libraries, and archives
We want them to be successful
We love our museums, libraries, and archives
We want them to be successful

We need them to be super successful
PUT THE TOOLS OF KNOWLEDGE CREATION
INTO MORE HANDS
SHARE THE JOY AND MEANING OF ARTISTIC AND
CULTURAL EXPLORATION WITH MORE CITIZENS
DEEPEN ENGAGEMENT WITH THE CHALLENGES
THAT FACE OUR SPECIES
NURTURE THE HABITS OF A CIVIL
AND SUSTAINABLE SOCIETY

Beeld en Geluid
Media Wisdom
“…the whole of knowledge, skills
and mentality that citizens use to
consciously, critically and actively
take part in a complex, changing
and fundamentally mediatized
world.”

http://www.beeldengeluid.nl/en/about
PUT THE TOOLS OF KNOWLEDGE CREATION

SHARE THE JOY AND MEANING OF ARTISTIC AND

INTO MORE HANDS

CULTURAL EXPLORATION WITH MORE CITIZENS

NURTURE THE HABITS OF A CIVIL

DEEPEN ENGAGEMENT WITH THE CHALLENGES

AND SUSTAINABLE SOCIETY

THAT FACE OUR SPECIES
PUT THE TOOLS OF KNOWLEDGE CREATION

SHARE THE JOY AND MEANING OF ARTISTIC AND

INTO MORE HANDS

CULTURAL EXPLORATION WITH MORE CITIZENS

This is our job in society… But can we do this

quickly enough and at big enough SCALE
to make a substantial difference in the lives of
Individuals and the fate our our species?
NURTURE THE HABITS OF A CIVIL

DEEPEN ENGAGEMENT WITH THE CHALLENGES

AND SUSTAINABLE SOCIETY

THAT FACE OUR SPECIES
“Anything is scalable”
Larry Page
http://www.wired.com/business/2013/01/ff-qa-larry-page/all/
http://www.wired.com/business/2013/01/ff-qa-larry-page/all/
“Page expects his employees to create
products and services that are 10 times better
than the competition. That means he isn’t
satisfied with discovering a couple of hidden
efficiencies or tweaking code to achieve
modest gains. Thousand-percent improvement
requires rethinking problems entirely, exploring
the edges of what’s technically possible, and
having a lot more fun in the process.”
“Page expects his employees to create
products and services that are 10 times better
than the competition. That means he isn’t
satisfied with discovering a couple of hidden
efficiencies or tweaking code to achieve
modest gains. Thousand-percent improvement
requires rethinking problems entirely, exploring
the edges of what’s technically possible…”
We have all this money, we have all these
people, why aren’t we doing more stuff? You may
say that Apple only does a very, very small number
of things, and that’s working pretty well for them. But
I find that unsatisfying. I feel like there are all these
opportunities in the world to use technology to make
people’s lives better. At Google we’re attacking
maybe 0.1 percent of that space. And all the tech
companies combined are only at like 1 percent. That
means there’s 99 percent virgin territory.
We have all this money, we have all these
people, why aren’t we doing more stuff? You may
say that Apple only does a very, very small number
of things, and that’s working pretty well for them. But
I find that unsatisfying. I feel like there are all these
opportunities in the world to use technology to make
people’s lives better.scale/boutique” rationale
This “small At Google we’re attacking
maybe 0.1is often usedthatmany archivesall the tech
percent of by space. And to
avoid the challenge of scale and
companies combined are only at like 1 percent. That
speed
means there’s 99 percent virgin territory.
We have all this money, we have all these
people, why aren’t we doing more stuff? You may
say that Apple only does a very, very small number
of things, and that’s working pretty well for them. But
I find that unsatisfying. I feel like there are all these
opportunities in the world to use technology to make
people’s lives better. At Google we’re attacking
maybe 0.1 percent of that space. And all the tech
companies combined are only at like 1 percent. That
means there’s 99 percent virgin territory.
We have all this money, we have all these
people, why aren’t we doing more stuff? You may
say that Apple only does a very, very small number
of things, and that’s working pretty well for them. But
I find that unsatisfying. I feel like there are all these
opportunities in the world to use technology to make
people’s lives better. At Google we’re attacking
maybe 0.1 percent of that space. And all the tech
companies combined are only at like 1 percent. That
means there’s 99 percent virgin territory.
We have all this money, we have all these
people, why aren’t we doing more stuff? You may
say that Apple only does a very, very small number
of things, and that’s working pretty well for them. But
I find that unsatisfying. I feel like there are all these
opportunities in the world to use technology to make
people’s lives better. At Google we’re attacking
maybe 0.1 percent of that space. And all the tech
companies combined are only at like 1 percent. That
means there’s 99 percent virgin territory.
Larry Page
We have all this money, we have all these
people, why aren’t we doing more stuff? You may
say that Apple only does a very, very small number
There’s a working pretty at for them. But
of things, and that’slot of room well the top!
I find that unsatisfying. I feel like there are all these
opportunities in the world to use technology to make
people’s lives better. At Google we’re attacking
maybe 0.1 percent of that space. And all the tech
companies combined are only at like 1 percent. That
means there’s 99 percent virgin territory.
Larry Page
DON’T GET ME WRONG
I DON’T WANT LESS OF THE TRADITIONAL OUTPUTS
I WANT MORE OF EVERYTHING
MORE GLAMS
MORE VISITORS
DEEPER ENGAGEMENT
MORE WEB
MORE PARTICIPATION
BETTER OUTCOMES
WE CAN SUCCEED AT SCALE

And when we do,
new opportunities present themselves…
THANK YOU

Al Arab‟ya News Channel

Michael Edson
@mpedson
Slideshare.net/edsonm

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The age of scale

  • 1. THE AGE OF SCALE Al Arab‟ya News Channel Michael Edson @mpedson slideshare.net/edsonm Burj Dubai Aerial Shot 103 By Carter S’ http://www.flickr.com/photos/sgtcaboose/3222454514/ CC BY-NC 2.0
  • 2. THE AGE OF SCALE [ Speaking today as a private citizen, not representing the Smithsonian ]
  • 3. What, exactly, are we doing here? Burj Dubai Aerial Shot 103 By Carter S’ http://www.flickr.com/photos/sgtcaboose/3222454514/ CC BY-NC 2.0
  • 4. What, exactly, are we doing here? Not here
  • 5. What, exactly, are we doing here? Here
  • 6. What, exactly, are we doing here? Your organizations have public service missions.
  • 7. What, exactly, are we doing here? Beeld en Geluid Media Wisdom “…the whole of knowledge, skills and mentality that citizens use to consciously, critically and actively take part in a complex, changing and fundamentally mediatized world.” http://www.beeldengeluid.nl/en/about
  • 8. What, exactly, are we doing here? http://fiatifta.org/awards/
  • 9. What, exactly, are we doing here? 1 in 3 Americans can neither name a single Supreme Court justice or identify the basic tenets of scientific reasoning… http://blogs.wsj.com/law/2012/08/20/most-americans-cant-name-a-u-s-supreme-court-justice-survey-says/?mod=e2tw http://www.nsf.gov/statistics/seind04/c7/c7s2.htm
  • 10. What, exactly, are we doing here? 25% percent of the population have no friends or emotional ties to people in their communities http://www.nytimes.com/2006/07/02/weekinreview/02fountain.html?_r=1&
  • 11. What, exactly, are we doing here? 28% percent of the population don’t know their next-door neighbors http://www.pewresearch.org/daily-number/do-you-know-your-neighbors/
  • 12. What, exactly, are we doing here? 19% of Americans didn’t read a book last year, in any format (print, audio book, ebook) http://libraries.pewinternet.org/2012/04/04/part-2-the-general-reading-habits-of-americans/
  • 13. What, exactly, are we doing here? C02 in the atmosphere is nearly 400ppm http://c02now.org/
  • 14. What, exactly, are we doing here? At least 16,928 species are threatened with extinction • • • • • 21% of mammals, 12% of birds, 31% of reptiles, 30% of amphibians 37% of fish http://www.facingthefuture.org/GlobalIssuesResources/GlobalIssuesTours/Biodiversity/tabid/506/Default.aspx?gclid=CIGFoO6t7ICFcaiPAodLjIAaA
  • 15. What, exactly, are we doing here? 63 armed conflicts http://conflictmap.org/
  • 17. 42 million refugees 925 million people hungry http://www.unhcr.org/4a2fd52412d.html
  • 18. 42 million refugees 925 million people hungry 1.4 billion people <$1.25 a day or less http://www.unhcr.org/4a2fd52412d.html
  • 19. 42 million refugees 925 million people hungry 1.4 billion people <$1.25 a day or less 22,000 children die each year from poverty http://www.unhcr.org/4a2fd52412d.html
  • 20. 42 million refugees 925 million people hungry 1.4 billion people <$1.25 a day or less 22,000 children die each year from poverty 850 million people lack access to basic literacy (2/3 are women) http://www.unhcr.org/4a2fd52412d.html
  • 21. 42 million refugees 925 million people hungry 1.4 billion people <$1.25 a day or less 22,000 children die each year from poverty 850 million people lack access to basic literacy (2/3 are women) 100 million primary age kids are not in school http://www.unhcr.org/4a2fd52412d.html
  • 23. Globalism Do-it-yourself biology Genetic engineering Trans-humanism Artificial intelligence… Fatty food Sore feet Male pattern baldness
  • 24. What, exactly, are we doing here?
  • 25. What, exactly, are we doing here? We are racing, lonely and uninformed, into a future we can barely comprehend.
  • 26. What, exactly, are we doing here? We are racing, lonely and uninformed, into a future we can barely comprehend. We need to use every tool at our disposal to create the best possible outcomes for society.
  • 27. What, exactly, are we doing here? Given these challenges, are you getting enough done?
  • 28. We need to re-think how we think about SCOPE SCALE SPEED
  • 29. WE FORGED OUR DREAMS IN SIMPLER TIMES
  • 30. WHEN SUCCESS MEANT COLLECTIONS http://www.flickr.com/photos/kulturarvsprojektet/6498637005/sizes/l/in/set-72157629730180465/
  • 34. …3 graphic designers Team Compost headed out to Omaha Beach for 4 days armed with a Z1 camera, a pop up greenscreen, some soldier uniforms and 2 rubber rifles (we couldn’t afford 3), and begun the process of covering the beach (with camera on the cliff top), and re-enacting the veterans moving accounts. When back in London (and back in our real day job) we began to piece together …turning the 3 of us into the invading U.S. army. 6 Weeks later the work was completed and provides a moving insight to the U.S veterans memories of storming Omaha beach http://www.youtube.com/watch?v=WRS9cpOMYv0
  • 35. The broadcast model is broken Resources Outcomes An “organization”
  • 36. The broadcast model is incomplete Resources Outcomes An “organization”
  • 37. The broadcast model is incomplete
  • 38. The broadcast model is incomplete Not fast enough Big enough Not smart enough
  • 39. The broadcast model is incomplete “We are trying to pour the Web back into the broadcast model”
  • 40.
  • 42. The Chandra X-Ray Telescope
  • 43. A Smithsonian Astrophysicist told me “We won’t even consider a new project unless it returns 10x better performance than the last one.”
  • 44. 10x improvement lets us see 10x farther back to the beginning of the universe.” returns “Every
  • 46. The Crab Nebula (composite) http://www.chandra.harvard.edu/photo/2013/w49b/
  • 48.
  • 50. National Gallery of Art, Washington, D.C.
  • 51. Annual attendance National Gallery of Art 1978 through 2011
  • 52. Annual attendance National Gallery of Art 1978 through 2011 -1% growth over 33 years
  • 53. People who don’t visit the NGA People who do visit the NGA
  • 54. How you feel about this depends On what you think your mission is and how you think about scale. But either way…
  • 55. How you feel about this depends On what you think your mission is and how you think about scale. But either way… There’s a lot of room at the top --Business proverb
  • 56. “We won’t even consider a new project unless it returns 10x better performance than the last one.”
  • 57. Hypothetical Project X, starts where the National Gallery of Art started, grows at 10% a year for 33 years
  • 58. Let’s adjust the vertical scale (Zoom out to 500 million)
  • 60. 10% annual growth gives you 102 million more visitors/year after 33 years
  • 62. Wikipedia Unique visits… Let’s adjust the vertical scale (Zoom out to 6 billion)
  • 63. 10 million 100 million 1 billion people
  • 64. Oops! Wrong scale! This is actually Wikipedia Unique visits …A MONTH! (Let’s adjust it to unique visits/year)
  • 65. Wikipedia Unique visits! (…extrapolated to 12 months, an approximation)
  • 66. 2.4 billion Internet users (34% of world population)
  • 67. 2.4 billion Internet users (34% of world population) 4.6 million National Gallery of Art visitors
  • 70.
  • 71. If visits followed Moore’s Law http://en.wikipedia.org/wiki/Moore's_law
  • 72. Moore’s Law via Ray Kurzweil By 2019 a $1,000 PC will have as much computing power as the human brain
  • 73. Moore’s Law By 2029 a $1,000 PC will be 1,000 times more powerful than the human brain
  • 74. Moore’s Law By 2045… A $1,000 PC will be a billion times more powerful (“intelligent”) than the brains of every human being on earth, combined
  • 75. By 2045… A $1,000 PC will be a billion times more powerful than the brains of every human being on earth, combined
  • 76. 2.4 billion Internet users (34% of world population) 4.6 million National Gallery of Art visitors
  • 77. A global “audience” of collaborators (individuals, learners, fans, community) of this scale was not imaginable to an organization 30 years ago…
  • 78. But it is now
  • 79. 108.4 million viewers for 2013 Super Bowl http://www.flickr.com/photos/mbk/2241960032/ (CC BY-NC-SA 2.0) 2013 super bowl: 108.4 million viewers. http://www.latimes.com/sports/sportsnow/la-sp-sn-super-bowl-ratings-20130204,0,4439351.story
  • 80. 108.4 million viewers for 2013 Super Bowl 1,341,882,399 views of Gangnam Style http://www.youtube.com/user/officialpsy
  • 81. 108.4 million viewers for 2013 Super Bowl 1,341,882,399 views of Gangnam Style http://www.youtube.com/user/officialpsy
  • 82. 1,799,601,912 views 108.4 million viewers for 2013 Super Bowl 1,341,882,399 views of Gangnam Style
  • 86. Wikipedia 2 billion edits Wikipedia 1.8 billion edits http://toolserver.org/~emijrp/wikimediacounter/
  • 87. 874,172 people taking part worldwide https://www.zooniverse.org/
  • 88. Over 900,000 registered users have contributed 14 million edits and 1.6 billion locations http://www.openstreetmap.org/ | http://wiki.openstreetmap.org/wiki/Stats | http://www.openstreetmap.org/browse/changeset/14947636
  • 89. April, 2013 Over 900,000 registered users have contributed over 1.6 billion locations Now, over 1,350,000 registered users have contributed over 2 billion locations http://www.openstreetmap.org/ | http://wiki.openstreetmap.org/wiki/Stats | http://www.openstreetmap.org/browse/changeset/14947636
  • 91. “For every student physically studying in Edinburgh, there are now ten online learners.” http://www.timeshighereducation.co.uk/news/edinburghs-coursera-based-moocs-attract-300000/2001288.article
  • 93. 20,000 films 6,000 Distinguished Filmmakers Network http://www.campusmoviefest.com/
  • 97. In 2012… 2,241,475 people from 177 counties pledged $319,786,629 to support 18,109 projects http://www.kickstarter.com/year/2012
  • 99.
  • 101. This order of magnitude is visible at web scale http://ocw.mit.edu/index.htm
  • 103. “without users, our shelves are empty” Brewster Kahle
  • 104. “The people who are supposed to be doing universal access to knowledge, and are getting $12b a year to do it, are not getting the job done” Brewster Kahle
  • 106. 1.6 million members 81 million books 96 million tags 2.1 million reviews 3.9 million talk/comments
  • 108. Institutions were important when the catalog needed a hard drive “the size of your desk” … Tim Spalding
  • 109. Institutions were important when the catalog needed a hard drive “the size of your desk” … But now it fits on a thumb drive. Tim Spalding
  • 110. “Library is not an institutional thing: anyone who has a large collection of books has a library.” Tim Spalding
  • 111. IS SCALE JUST FOR BIG ORGANIZATIONS?
  • 113. Public.Resource.Org is a small non-profit that helps make public/government information available to all. In one project, they ask US government entities to send them old analog videos, which they rip and put online. http://www.youtube.com/channel/UCO9Q5_D6tItyoilmDogexng
  • 114. 20 million views on YouTube 20 million views on Internet Archive MORE VIDEO than all but 3 U.S.A government agencies “Me in my spare time and a couple of volunteers” --Carl Malamud http://www.youtube.com/channel/UCO9Q5_D6tItyoilmDogexng
  • 116. ”A free, not-for-profit, multi-media webbook designed as a dynamic enhancement (or even substitute) for the traditional art history textbook.” http://www.huffingtonpost.com/rebeccataylor/smarthistory_b_785154.html http://smarthistory.khanacademy.org/
  • 117. 512 videos 247 essays 6 million visits Viewed in 200 countries Tech budget of $700 + two laptops http://smarthistory.khanacademy.org/
  • 119. ”As professors, we reach 200 students a semester.” -- Beth Harris Last semester, Smarthistory content reached 750,000 users http://www.youtube.com/user/smarthistoryvideos
  • 120. ”As professors, we reach 200 students a semester.” -- Beth Harris Last semester, Smarthistory content reached 750,000 users http://www.youtube.com/user/smarthistoryvideos
  • 121. 1 million students /month ~200,000 videos /day “But what we’re going to talk about is how we’re going to get to the next level” Salman Khan, Kahn Academy http://www.ted.com/talks/salman_khan_let_s_use_video_to_reinvent_education.html
  • 122. OTHER KINDS OF SCALE
  • 123. OTHER KINDS OF SCALE Scale has a Z axis The Z axis, depth, is for emotion and impact on individuals. Z Y X
  • 124. OTHER KINDS OF SCALE Scale has a Z axis The Z axis, depth, is for emotion and impact on individuals. It scales, not in quantities of individuals served, but in how deeply we affect them. Z Y X
  • 125.
  • 127. “Inmates who have been involved in the program say they experience a profound personal growth through it, first by recognizing the depths of their own emotions, then by connecting with fellow prisoners through the camaraderie of sharing a stage.” http://metrotimes.com/arts/behind-bars-with-the-bard-1.1371708
  • 128. AND MISSIONS CAN BE SHAPED THE Z AXIS IN DRAMATIC Can you deepen the experiences NEW WAYS of the people you already serve? http://www.yongestreetmedia.ca/features/humanbooks1208.aspx
  • 129. AND MISSIONS CAN BE SHAPED IN DRAMATIC NEW WAYS http://www.yongestreetmedia.ca/features/humanbooks1208.aspx
  • 130. AND MISSIONS CAN BE SHAPED IN DRAMATIC NEW WAYS “The Toronto Public Library held its first Human Library event at five branches on Nov. 6, attracting more than 200 users who checked out the likes of a police officer, a comedian, a sex-worker-turnedclub-owner, a model and a survivor of cancer, homelessness and poverty.” http://www.yongestreetmedia.ca/features/humanbooks1208.aspx
  • 131. “Who are the users of archival content? Well, our users are not just browsing through, looking for media consumption. As soon as they encounter archival content, they become researchers.” Peder Andrén, Swedish National Archives, APENet (Archives Portal Europe)
  • 132. SPECIAL KINDS OF SCALE 0 to 1 http://channelviewpublications.wordpress.com/2013/01/24/education-and-literacy-in-ethiopia/
  • 133. SPECIAL KINDS OF SCALE 0 to 1 Going from the total absence of something to the basic presence of it is its own kind of scale. http://channelviewpublications.wordpress.com/2013/01/24/education-and-literacy-in-ethiopia/
  • 134. The Metropolitan Opera: Live in HD
  • 136. 1,700 theaters 54 countries ~12 million tickets http://www.metoperafamily.org/en/news-and-features1/press-releases/releases/The-Met-Live-in-HDs-2012-13-Season-Features/ Photo by Lee Eiseman © Boston Musical Intelligencer (used by permission)
  • 138. “I had played down this kind of teaching as inevitably a pale reflection of on-campus learning… Yet as I got to know some of my students, I came to feel that the difference was not of the sort I had imagined. For most of them, the choice was not between an online course and a traditional university. It was, as one student put it, „a choice between online class versus no class.‟ Mitchell Duneier http://chronicle.com/article/Teaching-to-the-World-From/134068/
  • 139. “I had played down this kind of teaching as inevitably a pale reflection of on-campus learning… Yet as I got to know some of my students, I came to feel that the difference was not of the sort I had imagined. For most of them, the choice was not between an online course and a traditional university. It was, as one student put it, „a choice between online class versus no class.‟ Mitchell Duneier http://chronicle.com/article/Teaching-to-the-World-From/134068/
  • 140. “I had played down this kind of teaching as inevitably a pale reflection of on-campus learning… Yet as I got to know some of my students, I came to feel that the difference was not of the sort I had imagined. For most of them, the choice was not between an online course and a traditional university. It was, as one student put it, „a choice between online class versus no class.‟ Mitchell Duneier http://chronicle.com/article/Teaching-to-the-World-From/134068/
  • 142. Since 1998 Room to Read has… Distributed 10 million books Built 12,000 libraries Built 3,200 schools
  • 143. “There are no books for kids in some languages, so we had to become a selfpublisher,” Wood explains. […] Room to Read has, so far, published 591 titles in languages including Khmer, Nepalese, Zulu, Lao, Xhosa, Chhattisg arhi, Tharu, Tsonga, Garhwali and Bundeli. http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html
  • 144. “In 20 years,” [founder John Wood] told me, “I‟d like to have 100,000 libraries, reaching 50 million kids. http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html
  • 145. “In 20 years,” [founder John Wood] told me, “I‟d like to have 100,000 libraries, reaching 50 million kids. Our 50year goal is to reverse the notion that any child can be told „you were born in the wrong place at the wrong time and so you will not get educated.‟ That idea belongs on the scrapheap of human history.” http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html
  • 146. CULTURAL IMPOVRISHMENT ISN‟T JUST A 3RD WORLD THING IT EXISTS EVERYWHERE
  • 149. Everything I am is based on this ugly building on its lonely lawn--lit up during winter darkness; open in the slashing rain--which allowed a girl so poor she didn't even own a purse to come in twice a day and experience actual magic: traveling through time, making contact with the dead--Dorothy Parker, Stella Gibbons, Charlotte Brontë, Spike Milligan. A library in the middle of a community is a cross between an emergency exit, a life raft and a festival. http://www.huffingtonpost.com/caitlin-moran/libraries-cathedrals-ofo_b_2103362.html?ncid=edlinkusaolp00000003&utm_hp_ref=fb&src=sp&comm_ref=false
  • 150. No new libraries will be built to replace them. These libraries will be lost forever. And, in their place, we will have thousands more public spaces where you are simply the money in your pocket, rather than the hunger in your heart. Kids--poor kids--will never know the fabulous, benign quirk of self-esteem of walking into "their" library and thinking, "I have read 60 percent of the books in here. I am awesome." Libraries that stayed open during the Blitz will be closed by budgets. A trillion small doors closing. http://www.huffingtonpost.com/caitlin-moran/libraries-cathedrals-ofo_b_2103362.html?ncid=edlinkusaolp00000003&utm_hp_ref=fb&src=sp&comm_ref=false
  • 151. No new libraries will be built to replace them. These libraries will be lost forever. And, in their place, we will have thousands more public spaces where you are simply the money in your pocket, rather than the hunger in your heart. Kids--poor kids--will never know the fabulous, benign quirk of self-esteem of walking into "their" library and thinking, "I have read 60 percent of the books in here. I am awesome." Libraries that stayed open during the Blitz will be closed by budgets. http://www.huffingtonpost.com/caitlin-moran/libraries-cathedrals-ofo_b_2103362.html?ncid=edlinkusaolp00000003&utm_hp_ref=fb&src=sp&comm_ref=false
  • 153. We love our museums, libraries, and archives We want them to be successful
  • 154. We love our museums, libraries, and archives We want them to be successful We need them to be super successful
  • 155. PUT THE TOOLS OF KNOWLEDGE CREATION INTO MORE HANDS
  • 156. SHARE THE JOY AND MEANING OF ARTISTIC AND CULTURAL EXPLORATION WITH MORE CITIZENS
  • 157. DEEPEN ENGAGEMENT WITH THE CHALLENGES THAT FACE OUR SPECIES
  • 158. NURTURE THE HABITS OF A CIVIL AND SUSTAINABLE SOCIETY Beeld en Geluid Media Wisdom “…the whole of knowledge, skills and mentality that citizens use to consciously, critically and actively take part in a complex, changing and fundamentally mediatized world.” http://www.beeldengeluid.nl/en/about
  • 159. PUT THE TOOLS OF KNOWLEDGE CREATION SHARE THE JOY AND MEANING OF ARTISTIC AND INTO MORE HANDS CULTURAL EXPLORATION WITH MORE CITIZENS NURTURE THE HABITS OF A CIVIL DEEPEN ENGAGEMENT WITH THE CHALLENGES AND SUSTAINABLE SOCIETY THAT FACE OUR SPECIES
  • 160. PUT THE TOOLS OF KNOWLEDGE CREATION SHARE THE JOY AND MEANING OF ARTISTIC AND INTO MORE HANDS CULTURAL EXPLORATION WITH MORE CITIZENS This is our job in society… But can we do this quickly enough and at big enough SCALE to make a substantial difference in the lives of Individuals and the fate our our species? NURTURE THE HABITS OF A CIVIL DEEPEN ENGAGEMENT WITH THE CHALLENGES AND SUSTAINABLE SOCIETY THAT FACE OUR SPECIES
  • 161. “Anything is scalable” Larry Page http://www.wired.com/business/2013/01/ff-qa-larry-page/all/
  • 163. “Page expects his employees to create products and services that are 10 times better than the competition. That means he isn’t satisfied with discovering a couple of hidden efficiencies or tweaking code to achieve modest gains. Thousand-percent improvement requires rethinking problems entirely, exploring the edges of what’s technically possible, and having a lot more fun in the process.”
  • 164. “Page expects his employees to create products and services that are 10 times better than the competition. That means he isn’t satisfied with discovering a couple of hidden efficiencies or tweaking code to achieve modest gains. Thousand-percent improvement requires rethinking problems entirely, exploring the edges of what’s technically possible…”
  • 165. We have all this money, we have all these people, why aren’t we doing more stuff? You may say that Apple only does a very, very small number of things, and that’s working pretty well for them. But I find that unsatisfying. I feel like there are all these opportunities in the world to use technology to make people’s lives better. At Google we’re attacking maybe 0.1 percent of that space. And all the tech companies combined are only at like 1 percent. That means there’s 99 percent virgin territory.
  • 166. We have all this money, we have all these people, why aren’t we doing more stuff? You may say that Apple only does a very, very small number of things, and that’s working pretty well for them. But I find that unsatisfying. I feel like there are all these opportunities in the world to use technology to make people’s lives better.scale/boutique” rationale This “small At Google we’re attacking maybe 0.1is often usedthatmany archivesall the tech percent of by space. And to avoid the challenge of scale and companies combined are only at like 1 percent. That speed means there’s 99 percent virgin territory.
  • 167. We have all this money, we have all these people, why aren’t we doing more stuff? You may say that Apple only does a very, very small number of things, and that’s working pretty well for them. But I find that unsatisfying. I feel like there are all these opportunities in the world to use technology to make people’s lives better. At Google we’re attacking maybe 0.1 percent of that space. And all the tech companies combined are only at like 1 percent. That means there’s 99 percent virgin territory.
  • 168. We have all this money, we have all these people, why aren’t we doing more stuff? You may say that Apple only does a very, very small number of things, and that’s working pretty well for them. But I find that unsatisfying. I feel like there are all these opportunities in the world to use technology to make people’s lives better. At Google we’re attacking maybe 0.1 percent of that space. And all the tech companies combined are only at like 1 percent. That means there’s 99 percent virgin territory.
  • 169. We have all this money, we have all these people, why aren’t we doing more stuff? You may say that Apple only does a very, very small number of things, and that’s working pretty well for them. But I find that unsatisfying. I feel like there are all these opportunities in the world to use technology to make people’s lives better. At Google we’re attacking maybe 0.1 percent of that space. And all the tech companies combined are only at like 1 percent. That means there’s 99 percent virgin territory. Larry Page
  • 170. We have all this money, we have all these people, why aren’t we doing more stuff? You may say that Apple only does a very, very small number There’s a working pretty at for them. But of things, and that’slot of room well the top! I find that unsatisfying. I feel like there are all these opportunities in the world to use technology to make people’s lives better. At Google we’re attacking maybe 0.1 percent of that space. And all the tech companies combined are only at like 1 percent. That means there’s 99 percent virgin territory. Larry Page
  • 171. DON’T GET ME WRONG
  • 172. I DON’T WANT LESS OF THE TRADITIONAL OUTPUTS
  • 173. I WANT MORE OF EVERYTHING
  • 176. WE CAN SUCCEED AT SCALE And when we do, new opportunities present themselves…
  • 177. THANK YOU Al Arab‟ya News Channel Michael Edson @mpedson Slideshare.net/edsonm

Hinweis der Redaktion

  1. Burj Dubai Aerial Shot 103By Carter S&apos;http://www.flickr.com/photos/sgtcaboose/3222454514/CC BY-NC 2.0
  2. http://www.beeldengeluid.nl/en/about
  3. http://www.beeldengeluid.nl/en/about
  4. http://www.euscreen.eu/play.jsp?id=EUS_F40CA73F75EB43FCBE6FCAAB9BF7D056High Treason: Control Room
  5. http://www.flickr.com/photos/kulturarvsprojektet/6498637005/sizes/l/in/set-72157629730180465/
  6. Photo by Michael Edson, CC-BY
  7. http://www.euscreen.eu/play.jsp?id=EUS_F40CA73F75EB43FCBE6FCAAB9BF7D056High Treason: Control Room
  8. Team Compost headed out to Omaha Beach for 4 days armed with a Z1 camera, a pop up greenscreen, some soldier uniforms and 2 rubber rifles (we couldnt afford 3), and begun the process of covering the beach (with camera on the cliff top), and re-enacting the veterans moving accounts. When back in London (and back in our real day job) we began to piece together all wed shot using adobe after effects, (and a little 3d modelling in maya) turning the 3 of us into the invading U.S. army. 6 Weeks later the work was completed and provides a moving insight to the U.S veterans memories of storming Omaha beach, for BBC 2&apos;s Timewatch: Bloody Omaha.http://vimeo.com/68370703
  9. http://www.chandra.harvard.edu/photo/2013/w49b/W49B is a highly distorted supernova remnant, produced by a rare type of explosion.
  10. http://www.chandra.harvard.edu/photo/2013/w49b/W49B is a highly distorted supernova remnant, produced by a rare type of explosion.
  11. Wikipedia data: http://reportcard.wmflabs.org/Unique visitors: worldWikipedia founded january 20012010-11 operating budget of $28.3M (http://wikimediafoundation.org/wiki/2011-2012_Annual_Plan_Questions_and_Answers#What.27s_the_total_budget_in_this_year.27s_annual_plan_and_how_does_it_compare_with_previous_years.3F)2011-12 plan assumes $25m in donations (
  12. Wikipedia data: http://reportcard.wmflabs.org/Unique visitors: worldWikipedia founded january 20012010-11 operating budget of $28.3M (http://wikimediafoundation.org/wiki/2011-2012_Annual_Plan_Questions_and_Answers#What.27s_the_total_budget_in_this_year.27s_annual_plan_and_how_does_it_compare_with_previous_years.3F)2011-12 plan assumes $25m in donations (
  13. Raymond &quot;Ray&quot; Kurzweil is an American author, inventor, futurist, and director of engineering at Google
  14. 2013 super bowl: 108.4 million viewers. http://www.latimes.com/sports/sportsnow/la-sp-sn-super-bowl-ratings-20130204,0,4439351.story
  15. Gangnam Style: 1,341,882,399 views http://www.youtube.com/user/officialpsy
  16. Gangnam Style: 1,341,882,399 views http://www.youtube.com/user/officialpsy
  17. http://money.cnn.com/2012/10/04/technology/facebook-billion-users/
  18. Open Street Map Wiki: Statistics, http://wiki.openstreetmap.org/wiki/Stats. Edit number 14,947,636 million was made on February 7, 2013. http://www.openstreetmap.org/browse/changeset/14947636
  19. Open Street Map Wiki: Statistics, http://wiki.openstreetmap.org/wiki/Stats. Edit number 14,947,636 million was made on February 7, 2013. http://www.openstreetmap.org/browse/changeset/14947636
  20. http://www.timeshighereducation.co.uk/news/edinburghs-coursera-based-moocs-attract-300000/2001288.article
  21. http://www.timeshighereducation.co.uk/news/edinburghs-coursera-based-moocs-attract-300000/2001288.article
  22. http://www.slideshare.net/RealBranding/10-million-in-10-weeks-what-stanford-learned-building-facebook-apps-424542
  23. Via conversation with the author, March, 2013
  24. Via conversation with the author, March, 2013
  25. http://www.librarything.com/zeitgeist
  26. http://www.librarything.com/zeitgeist
  27. Crystalline RadicalKazue AsanoOil refinery at nightCC BY-NC-SA 2.0http://www.flickr.com/photos/crystallineradical/1783352044/
  28. http://smarthistory.khanacademy.org/about-smarthistory.html
  29. http://smarthistory.khanacademy.org/about-smarthistory.html
  30. Photo: Michael Edson CC-BY
  31. http://usingdata.tumblr.com/post/32392150456/as-soon-as-they-encounter-archival-content-they
  32. http://www.facebook.com/photo.php?fbid=10151408885550533&amp;set=a.10151408858335533.835593.20807115532&amp;type=3&amp;theater
  33. Press releasehttp://www.metoperafamily.org/en/news-and-features1/press-releases/releases/The-Met-Live-in-HDs-2012-13-Season-Features/PhotoPre-show screen shot from Showcase Revere, © The Boston Music Intillegencerhttp://classical-scene.com/2011/11/03/to-hd-or-not-to-hd/
  34. Press releasehttp://www.metoperafamily.org/en/news-and-features1/press-releases/releases/The-Met-Live-in-HDs-2012-13-Season-Features/PhotoPre-show screen shot from Showcase Revere, © The Boston Music Intillegencerhttp://classical-scene.com/2011/11/03/to-hd-or-not-to-hd/
  35. http://chronicle.com/article/Teaching-to-the-World-From/134068/
  36. http://chronicle.com/article/Teaching-to-the-World-From/134068/
  37. http://chronicle.com/article/Teaching-to-the-World-From/134068/
  38. http://chronicle.com/article/Teaching-to-the-World-From/134068/
  39. http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html
  40. http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html?_r=2&amp;partner=rssnyt&amp;emc=rss&amp;
  41. http://www.nytimes.com/2011/11/06/opinion/sunday/kristof-his-libraries-12000-so-far-change-lives.html?_r=2&amp;partner=rssnyt&amp;emc=rss&amp;
  42. Yet another view from the ArtScience MuseumBy williamchohttp://www.flickr.com/photos/adforce1/5470291921/CC BY-NC-SA 2.0
  43. Yet another view from the ArtScience MuseumBy williamchohttp://www.flickr.com/photos/adforce1/5470291921/CC BY-NC-SA 2.0
  44. By Sam FelderThe Louvre&apos;s Lobbyhttp://www.flickr.com/photos/samfelder/228387805/CC BY-SA 2.0
  45. By Smithsonian Institution2005 PowwowNo known copyright restrictionshttp://www.flickr.com/photos/smithsonian/2574796111/
  46. By Dom DadaBiodiversityhttp://www.flickr.com/photos/ogil/2540634421/(CC BY-NC-ND 2.0
  47. By James Horan Shoots People(CC BY-NC-ND 2.0http://www.flickr.com/photos/jameshoran/658753710/Street life,Tokyo, Japan, June 2007.
  48. UntitledBy dolanhhttp://www.flickr.com/photos/reneeanddolan/199561644/CC BY-NC-SA 2.0
  49. Neon SilhouettesPhoto by Toshio Kishiyama© Toshio KishiyamaUsed by permission of the artisthttp://www.flickr.com/photos/toshio1/2968057382/
  50. Neon SilhouettesPhoto by Toshio Kishiyama© Toshio KishiyamaUsed by permission of the artisthttp://www.flickr.com/photos/toshio1/2968057382/
  51. Neon SilhouettesPhoto by Toshio Kishiyama© Toshio KishiyamaUsed by permission of the artisthttp://www.flickr.com/photos/toshio1/2968057382/
  52. By Dan Nguyen @ New York CityCC-BY-NCMOMA: Last Day for Marina Abramovićhttp://www.flickr.com/photos/zokuga/4658358227/
  53. By *katzGisella KleinDrents MuseumCC-BY-NChttp://www.flickr.com/photos/katzarella/8432234571/
  54. Scene From a Galleryby Thomas Hawkhttp://www.flickr.com/photos/thomashawk/372324504CC-BY
  55. By lipjinLip Jin Leehttp://www.flickr.com/photos/levoodoo/3109578001/CC-BY-NC