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Copyright 2018 Thomas W. Malone. All Rights Reserved.
Superminds
Kathleen Kennedy
MIT Center for Collective Intelligence
@kathleenkennedy
kdkenn@mit.edu
Copyright 2018 Thomas W. Malone. All Rights Reserved.
Copyright 2018 Thomas W. Malone. All Rights Reserved.
How will people and computers
work together?
Copyright 2018 Thomas W. Malone. All Rights Reserved.
Intelligence =
the ability to achieve goals
Copyright 2018 Thomas W. Malone. All Rights Reserved.
Specialized
intelligence
the ability to achieve specific
goals in a given environment
General
intelligence
the ability to achieve a wide range
of goals in different environments
Copyright 2018 Thomas W. Malone. All Rights Reserved.
From: Stuart Armstrong and Kaj Sotala, “How We’re Predicting AI—or Failing To,” https://intelligence.org/files/PredictingAI.pdf
[trend line added].
Median
estimate for
year of
human-level AI
Year of prediction
Copyright 2018 Thomas W. Malone. All Rights Reserved.
From humans in the loop . . . to computers in the group
Copyright 2018 Thomas W. Malone. All Rights Reserved.
How can we create
more intelligent
human-computer groups?
Copyright 2018 Thomas W. Malone. All Rights Reserved.
Superminds =
a group of individuals acting
together in ways that seem
intelligent
Copyright 2018 Thomas W. Malone. All Rights Reserved.
Cognitive processes
Create Decide
Sense
Act
Remember
Learn
Copyright 2018 Thomas W. Malone. All Rights Reserved.
Types of Superminds
Hierarchies Democracies Markets Communities Ecosystems
Copyright 2018 Thomas W. Malone. All Rights Reserved.
COMMUNITY BIO
SUPERMIND
DRAFT CCI & CBI Collaboration -- Internal Use Only 16
A new way of doing science
Copyright 2018 Thomas W. Malone. All Rights Reserved.
Copyright 2018 Thomas W. Malone. All Rights Reserved.
Superminds
Kathleen Kennedy
MIT Center for Collective Intelligence
@kathleenkennedy
kdkenn@mit.edu

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The Power of Collective Intelligence

  • 1. Copyright 2018 Thomas W. Malone. All Rights Reserved. Superminds Kathleen Kennedy MIT Center for Collective Intelligence @kathleenkennedy kdkenn@mit.edu
  • 2.
  • 3. Copyright 2018 Thomas W. Malone. All Rights Reserved.
  • 4.
  • 5.
  • 6. Copyright 2018 Thomas W. Malone. All Rights Reserved. How will people and computers work together?
  • 7. Copyright 2018 Thomas W. Malone. All Rights Reserved. Intelligence = the ability to achieve goals
  • 8. Copyright 2018 Thomas W. Malone. All Rights Reserved. Specialized intelligence the ability to achieve specific goals in a given environment General intelligence the ability to achieve a wide range of goals in different environments
  • 9. Copyright 2018 Thomas W. Malone. All Rights Reserved. From: Stuart Armstrong and Kaj Sotala, “How We’re Predicting AI—or Failing To,” https://intelligence.org/files/PredictingAI.pdf [trend line added]. Median estimate for year of human-level AI Year of prediction
  • 10. Copyright 2018 Thomas W. Malone. All Rights Reserved. From humans in the loop . . . to computers in the group
  • 11. Copyright 2018 Thomas W. Malone. All Rights Reserved. How can we create more intelligent human-computer groups?
  • 12. Copyright 2018 Thomas W. Malone. All Rights Reserved. Superminds = a group of individuals acting together in ways that seem intelligent
  • 13. Copyright 2018 Thomas W. Malone. All Rights Reserved. Cognitive processes Create Decide Sense Act Remember Learn
  • 14. Copyright 2018 Thomas W. Malone. All Rights Reserved. Types of Superminds Hierarchies Democracies Markets Communities Ecosystems
  • 15.
  • 16. Copyright 2018 Thomas W. Malone. All Rights Reserved. COMMUNITY BIO SUPERMIND DRAFT CCI & CBI Collaboration -- Internal Use Only 16 A new way of doing science
  • 17. Copyright 2018 Thomas W. Malone. All Rights Reserved.
  • 18. Copyright 2018 Thomas W. Malone. All Rights Reserved. Superminds Kathleen Kennedy MIT Center for Collective Intelligence @kathleenkennedy kdkenn@mit.edu