Presentation from Eric Berlow, Vibrant Data Labs #dataconf More at http://event.gigaom.com/structuredata/

1. ALGORITHMS HUMANS

2. “AUGMENTED INTELLIGENCE”
ALGORITHMS HUMANS

3. “AUGMENTED INTELLIGENCE”
ALGORITHMS HUMANS
MACHINE LEARNING

6.
PERSONAL
IMPROVEMENT
PERSONAL
HEALTH
PERSONAL
FINANCE
PERSONAL
STORIES
SEX
SCANDALS

7. WHAT’S TRENDING NOW?

8. VOICE OF AMERICA

9. #BIGBIRD #BINDERSFULLOFWOMEN

10. “AUGMENTED INTELLIGENCE”
ALGORITHMS HUMANS
MACHINE LEARNING

11. “AUGMENTED MYOPIA”
ALGORITHMS HUMANS
DUMB LEARNING

12. “AUGMENTED HUMANITY”
ALGORITHMS HUMANS

13. “AUGMENTED HUMANITY”
ALGORITHMS HUMANS
HUMAN EXPERTISE

14. “AUGMENTED HUMANITY”
CREATIVITY
INTUITION
ALGORITHMS CAUSALITY HUMANS
NUANCE
CONTEXT
HUMAN EXPERTISE

15. HOW CAN WE HARNESS & AMPLIFY OUR
COLLECTIVE CREATIVITY
TO SOLVE THE WORLD’S BIGGEST PROBLEMS?

16. CROWD
WORK
INPUT:
EASY
HARD
Galaxy
Zoo
FOLDIT,
ETERNA
OUTPUT:
Photocity
IWIRE,
QUIRKY
>
SUM
OF
PARTS
Picbreeder
CROWDFORGE
Manatee
CLIMATE
COLAB
SOYLENT
RECAPTCHA
WIKIPEDIA
=
SUM
OF
PARTS
CROWDFUNDING
USHAHIDI
FROM:
YU,
NICKERSON,
&
SAKAMOTO
2012
PROCEEDINGS
OF
COLLECTIVE
INTELLIGENCE

17. CROWD
WORK
INPUT:
EASY
HARD
Galaxy
Zoo
FOLDIT,
ETERNA
OUTPUT:
Photocity
IWIRE,
QUIRKY
>
SUM
OF
PARTS
Picbreeder
CROWDFORGE
Manatee
CLIMATE
COLAB
CROWDFUNDING
WIKIPEDIA
=
SUM
OF
PARTS
RECAPTCHA
FROM:
YU,
NICKERSON,
&
SAKAMOTO
2012
PROCEEDINGS
OF
COLLECTIVE
INTELLIGENCE

18. CROWD
WORK
INPUT:
EASY
HARD
FOLDIT,
ETERNA
OUTPUT:
Photocity
IWIRE,
QUIRKY
>
SUM
OF
PARTS
Ushahidi
CROWDFORGE
CLIMATE
COLAB
CROWDFUNDING
WIKIPEDIA
=
SUM
OF
PARTS
RECAPTCHA
EYEWIRE
FROM:
YU,
NICKERSON,
&
SAKAMOTO
2012
PROCEEDINGS
OF
COLLECTIVE
INTELLIGENCE

19. CROWD
WORK
INPUT:
EASY
HARD
FOLDIT,
ETERNA
OUTPUT:
Photocity
IWIRE,
QUIRKY
>
SUM
OF
PARTS
Ushahidi
CROWDFORGE
CLIMATE
COLAB
CROWDFUNDING
WIKIPEDIA
=
SUM
OF
PARTS
RECAPTCHA
EYEWIRE
FROM:
YU,
NICKERSON,
&
SAKAMOTO
2012
PROCEEDINGS
OF
COLLECTIVE
INTELLIGENCE

20. CROWD
WORK
INPUT:
EASY
HARD
OUTPUT:
Photocity
CROWDFORGE
>
SUM
OF
PARTS
Ushahidi
FOLDIT
CROWDFUNDING
WIKIPEDIA
=
SUM
OF
PARTS
RECAPTCHA
EYEWIRE
FROM:
YU,
NICKERSON,
&
SAKAMOTO
2012
PROCEEDINGS
OF
COLLECTIVE
INTELLIGENCE

21. INPUT:
EASY
HARD
OUTPUT:
Photocity
CROWDFORGE
>
SUM
OF
PARTS
Ushahidi
FOLDIT
CROWDFUNDING
WIKIPEDIA
=
SUM
OF
PARTS
RECAPTCHA
EYEWIRE
FROM:
YU,
NICKERSON,
&
SAKAMOTO
2012
PROCEEDINGS
OF
COLLECTIVE
INTELLIGENCE

22. CREATIVE PROCESS

23. PROBLEM DEFINITION
IDEA GENERATION
IDEA EVALUATION

24. PROBLEM DEFINITION
IDEA GENERATION
IDEA EVALUATION

25. PROBLEM DEFINITION
IDEA GENERATION
ENTREPRENEURSHIP
IDEA EVALUATION

27. PERSONAL DATA

28. philip burke

32. CITIZEN JOURNALIST
postnoon.com

33. HOW CAN WE
DEMOCRATIZE DATA?

34. HOW CAN WE SPARK
A NEW PERSONAL DATA
ECONOMY?

36. #WETHEDATA.ORG
BRAINVISE AND INTEL LABS
RESEARCH COLLABORATION
HOW CAN WE SPARK
A NEW PERSONAL DATA
ECONOMY?

38. HIGHER GOALS
VALUE DERIVED
ACTION &
COLLABORATION
ANALYSIS
ACCESS &
CIRCULATION
ORGANIZATION
CREATION

39. TOOLS
TO
ANONYMIZE
PERSONAL
DATA
AMOUNT
OF
DATA
VOLUNTARILY
SHARED
COLLABORATIVE LINK MAPPING: VIBRANT DATA LABS & BRAINVISE
NETWORK VISUALIZATION TOOL: QUID

40. COLLABORATIVE LINK MAPPING: VIBRANT DATA LABS & BRAINVISE
NETWORK VISUALIZATION TOOL: QUID

41. LINK
ASYMMETRY

42. LINK
ASYMMETRY

43. STRENGTH
ASYMMETRY
LINK
ASYMMETRY

44. STRENGTH
ASYMMETRY
LINK
ASYMMETRY

45. STRENGTH
ASYMMETRY
LINK
ASYMMETRY

46. TOOLS
TO
ANONYMIZE
PERSONAL
DATA
STRENGTH
ASYMMETRY
ABILITY
TO
CATALYZE
COMMUNITY
ENGAGEMENT
AMOUNT
OF
DATA
VOLUNTARILY
SHARED
LINK
ASYMMETRY

47. STRENGTH
ASYMMETRY
LINK
ASYMMETRY

48. STRENGTH
ASYMMETRY
LINK
ASYMMETRY

53. DIGITAL
ACCESS

54. DIGITAL
ACCESS
DIGITAL
TRUST

55. DATA
LITERACY
DIGITAL
ACCESS
DIGITAL
TRUST

56. PLATFORM
OPENNESS
DATA
LITERACY
DIGITAL
ACCESS
DIGITAL
TRUST

57. PLATFORM
OPENNESS
DATA
LITERACY
DIGITAL
ACCESS
DIGITAL
TRUST

58. HOW CAN WE SPARK
A NEW PERSONAL DATA
ECONOMY?

59. HOW CAN WE SPARK
A NEW PERSONAL DATA
ECONOMY?

61. OPENNESS
LITERACY
ACCESS
TRUST

62. PROBLEM DEFINITION
IDEA GENERATION
ENTREPRENEURSHIP
IDEA EVALUATION

63. ALGORITHMS HUMANS

64. SMARTER INVESTING
TOOLS
TO
ANONYMIZE
PERSONAL
DATA
ABILITY
TO
CATALYZE
COMMUNITY
ENGAGEMENT
AMOUNT
OF
DATA
VOLUNTARILY
SHARED

65. SMARTER CITIZENS
DADU SHIN
New York Times, October 2012
Steven Sloman & Phil Fernbach

66. PALESTINIAN-ISRAELI DEMOCRATIZING
ENERGY, FOOD,
CONFLICT DATA & WATER SECURITY

68. IS THIS MAKING US...
...BETTER THAN THE SUM OF OUR PARTS?
ALGORITHMS HUMANS
...A MORE COLLECTIVELY CREATIVE SOCIETY?