AUGMENTED ALGORITHMS WITH HUMAN INPUT from Structure:Data 2013

ALGORITHMS HUMANS

ALGORITHMS HUMANS

“AUGMENTED INTELLIGENCE”

ALGORITHMS HUMANS

MACHINE LEARNING

“AUGMENTED INTELLIGENCE”

 PERSONAL  IMPROVEMENT    PERSONAL  HEALTH    PERSONAL  FINANCE    PERSONAL  STORIES    SEX  SCANDALS    

WHAT’S TRENDING NOW?

VO

ICE

OF A

MER

ICA

#BIGBIRD #BINDERSFULLOFWOMEN

ALGORITHMS HUMANS

MACHINE LEARNING

“AUGMENTED INTELLIGENCE”

ALGORITHMS HUMANS

DUMB LEARNING

“AUGMENTED MYOPIA”

ALGORITHMS HUMANS

“AUGMENTED HUMANITY”

ALGORITHMS HUMANS

HUMAN EXPERTISE

“AUGMENTED HUMANITY”

ALGORITHMS HUMANS

“AUGMENTED HUMANITY”

CREATIVITY INTUITION

CAUSALITY NUANCE CONTEXT

HUMAN EXPERTISE

HOW CAN WE HARNESS & AMPLIFY OUR COLLECTIVE CREATIVITY

TO SOLVE THE WORLD’S BIGGEST PROBLEMS?

Galaxy  Zoo  Photocity  Picbreeder  Manatee  

SOYLENT  RECAPTCHA  CROWDFUNDING  USHAHIDI    

 WIKIPEDIA      

HARD  EASY  

>  SUM  OF  PARTS  

=  SUM  OF  PARTS  

FOLDIT,  ETERNA  IWIRE,  QUIRKY  CROWDFORGE  CLIMATE  COLAB  

FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  

CROWD  WORK  INPUT:    

OUTPUT:    

Galaxy  Zoo  Photocity  Picbreeder  Manatee  

 WIKIPEDIA      

FOLDIT,  ETERNA  IWIRE,  QUIRKY  CROWDFORGE  CLIMATE  COLAB  

FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  

>  SUM  OF  PARTS  

=  SUM  OF  PARTS  

OUTPUT:    

INPUT:     HARD  EASY  

CROWD  WORK  

 CROWDFUNDING  RECAPTCHA    

 WIKIPEDIA  EYEWIRE    

FOLDIT,  ETERNA  IWIRE,  QUIRKY  CROWDFORGE  CLIMATE  COLAB  

FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  

>  SUM  OF  PARTS  

=  SUM  OF  PARTS  

OUTPUT:    

INPUT:     HARD  EASY  

CROWD  WORK  

 CROWDFUNDING  RECAPTCHA    

 Photocity  Ushahidi    

 WIKIPEDIA  EYEWIRE    

FOLDIT,  ETERNA  IWIRE,  QUIRKY  CROWDFORGE  CLIMATE  COLAB  

FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  

>  SUM  OF  PARTS  

=  SUM  OF  PARTS  

OUTPUT:    

INPUT:     HARD  EASY  

CROWD  WORK  

 CROWDFUNDING  RECAPTCHA    

 Photocity  Ushahidi    

 Photocity  Ushahidi    

 CROWDFUNDING  RECAPTCHA    

 WIKIPEDIA  EYEWIRE    

 CROWDFORGE  FOLDIT    

FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  

>  SUM  OF  PARTS  

=  SUM  OF  PARTS  

OUTPUT:    

INPUT:     HARD  EASY  

CROWD  WORK  

 WIKIPEDIA  EYEWIRE    

 CROWDFORGE  FOLDIT    

FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  

>  SUM  OF  PARTS  

=  SUM  OF  PARTS  

OUTPUT:    

INPUT:     HARD  EASY  

 CROWDFUNDING  RECAPTCHA    

 Photocity  Ushahidi    

CREATIVE PROCESS

PROBLEM DEFINITION

IDEA GENERATION

IDEA EVALUATION

PROBLEM DEFINITION

IDEA GENERATION

IDEA EVALUATION

PROBLEM DEFINITION

IDEA GENERATION

IDEA EVALUATION

ENTREPRENEURSHIP

PERSONAL DATA

philip burke

CITIZEN JOURNALIST

postnoon.com

HOW CAN WE DEMOCRATIZE DATA?

HOW CAN WE SPARK A NEW PERSONAL DATA

ECONOMY?

#WETHEDATA.ORG

HOW CAN WE SPARK A NEW PERSONAL DATA

ECONOMY?

BRAINVISE AND INTEL LABS RESEARCH COLLABORATION

HIGHER GOALS

VALUE DERIVED

ACTION & COLLABORATION

ANALYSIS

ACCESS & CIRCULATION

ORGANIZATION

CREATION

TOOLS  TO  ANONYMIZE  PERSONAL  DATA  

AMOUNT  OF  DATA  VOLUNTARILY  SHARED  

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

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

LINK  ASYMMETRY  

LINK  ASYMMETRY  

LINK  ASYMMETRY  

STRE

NGT

H  AS

YMMETRY  

LINK  ASYMMETRY  

STRE

NGT

H  AS

YMMETRY  

LINK  ASYMMETRY  

STRE

NGT

H  AS

YMMETRY  

LINK  ASYMMETRY  

TOOLS  TO  ANONYMIZE  PERSONAL  DATA  

AMOUNT  OF  DATA  VOLUNTARILY  SHARED  

ABILITY  TO  CATALYZE  COMMUNITY  ENGAGEMENT  

STRE

NGT

H  AS

YMMETRY  

LINK  ASYMMETRY  

STRE

NGT

H  AS

YMMETRY  

STRE

NGT

H  AS

YMMETRY  

LINK  ASYMMETRY  

DIGITAL  ACCESS  

DIGITAL  TRUST  

DIGITAL  ACCESS  

DATA  LITERACY  

DIGITAL  TRUST  

DIGITAL  ACCESS  

PLATFORM  OPENNESS  DATA  LITERACY  

DIGITAL  TRUST  

DIGITAL  ACCESS  

DIGITAL  ACCESS  

DIGITAL  TRUST  

PLATFORM  OPENNESS  DATA  LITERACY  

HOW CAN WE SPARK A NEW PERSONAL DATA

ECONOMY?

HOW CAN WE SPARK A NEW PERSONAL DATA

ECONOMY?

ACCESS  

TRUST  

OPENNESS  LITERACY  

PROBLEM DEFINITION

IDEA GENERATION

IDEA EVALUATION

ENTREPRENEURSHIP

ALGORITHMS HUMANS

TOOLS  TO  ANONYMIZE  PERSONAL  DATA  

AMOUNT  OF  DATA  VOLUNTARILY  SHARED  

ABILITY  TO  CATALYZE  COMMUNITY  ENGAGEMENT  

SMARTER INVESTING

New York Times, October 2012 Steven Sloman & Phil Fernbach DA

DU S

HIN

SMARTER CITIZENS

DEMOCRATIZING DATA

PALESTINIAN-ISRAELI CONFLICT

ENERGY, FOOD, & WATER SECURITY

ALGORITHMS HUMANS

IS THIS MAKING US... ...BETTER THAN THE SUM OF OUR PARTS?

...A MORE COLLECTIVELY CREATIVE SOCIETY?