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GIUSEPPE PORCARO ©2017
DEMOCRACY IN THE AGE OF ALGORITHMS
• VISIONS OF THE FUTURE
• ALGORITHM-BASED POLICYMAKING
• POLICIES IN THE OUTCOME ECONOMY
• HUMANS, THE MACHINES & DEMOCRACY
DEMOCRACY IN THE AGE OF ALGORITHMS
DEMOCRACY IN THE AGE OF ALGORITHMS
DEMOCRACY IN THE AGE OF ALGORITHMS
• VISIONS OF THE FUTURE
• ALGORITHM-BASED POLICYMAKING
• POLICIES IN THE OUTCOME ECONOMY
• HUMANS, THE MACHINES & DEMOCRACY
DEMOCRACY IN THE AGE OF ALGORITHMS
CONNECTION BETWEEN
DATA MEASUREMENT
& BEST ALLOCATION OF RESOURCES
DEMOCRACY IN THE AGE OF ALGORITHMS
CONNECTION BETWEEN
DATA MEASUREMENT
& BEST ALLOCATION OF RESOURCES
• HEALTHCARE
• TRANSPORT
• ENERGY
• URBAN PLANNING
DEMOCRACY IN THE AGE OF ALGORITHMS
A WEALTH OF NEW DATA
MORE SOLID BASIS TO TAKE DECISIONS
DEMOCRACY IN THE AGE OF ALGORITHMS
A WEALTH OF NEW DATA
MORE SOLID BASIS TO TAKE DECISIONS
INCREASED AUTOMATION +
REAL-TIME INFORMATION FLOW +
AUTOMATIC DATA PROCESSING =
AUTOMATIC POLICY PROPOSALS (?)
DEMOCRACY IN THE AGE OF ALGORITHMS
AN UPGRADED VERSION OF
EVIDENCE-BASED POLICY?
WHO WILL OWN THE EVIDENCES?
WHICH SKILLS WILL BE NEEDED BY
POLICYMAKERS AND INFLUENCERS?
DEMOCRACY IN THE AGE OF ALGORITHMS
• VISIONS OF THE FUTURE
• DATA-DRIVEN POLICYMAKING
• POLICIES IN THE OUTCOME ECONOMY
• HUMANS, THE MACHINES & DEMOCRACY
DEMOCRACY IN THE AGE OF ALGORITHMS
OUTCOME ECONOMY
COMPANIES CREATE VALUE NOT JUST BY SELLING
PRODUCTS AND SERVICES BUT BY DELIVERING
SOLUTIONS - SELLING MEASURABLE OUTCOMES
DEMOCRACY IN THE AGE OF ALGORITHMS
DEFINITION OF POLICY
DELIBERATE SYSTEM OF PRINCIPLES
TO GUIDE DECISIONS
AND ACHIEVE RATIONAL OUTCOMES
DEMOCRACY IN THE AGE OF ALGORITHMS
POLICIES =
SELLABLE PRODUCTS
DEMOCRACY IN THE AGE OF ALGORITHMS
• VISIONS OF THE FUTURE
• DATA-DRIVEN POLICYMAKING
• POLICIES IN THE OUTCOME ECONOMY
• HUMANS, THE MACHINES &
DEMOCRACY
DEMOCRACY IN THE AGE OF ALGORITHMS
WEAPONS OF MATH DESTRUCTION
(Cathy O’ Neill) Models are opinions embedded in
mathematics. Human bias, secrecy, values.
DEMOCRACY IN THE AGE OF ALGORITHMS
WEAPONS OF MATH DESTRUCTION
(Cathy O’ Neill) Models are opinions embedded in
mathematics. Human bias, secrecy, values.
ALGORITHM DETERMINISM
Models that make automated inferences about our
behaviors, interests, locations, finances, etc., use
pre-existing data.
DEMOCRACY IN THE AGE OF ALGORITHMS
NETFLIX DEMOCRACY
Artificial intelligence assistants calculate vote recommendations.
DEMOCRACY IN THE AGE OF ALGORITHMS
NETFLIX DEMOCRACY
Artificial intelligence assistants calculate vote recommendations.
TINDERPOLITICS
Direct democracy 6.0 swiping right or left your political preferences.
DEMOCRACY IN THE AGE OF ALGORITHMS
NETFLIX DEMOCRACY
Artificial intelligence assistants calculate vote recommendations.
TINDERPOLITICS
Direct democracy 6.0 swiping right or left your political preferences.
ALGORITHMIC CITIZENSHIP
Personal identity as a collection of data extending across many nations
with different citizenship and rights in every place.
DEMOCRACY IN THE AGE OF ALGORITHMS
NETFLIX DEMOCRACY
Artificial intelligence assistants calculate vote recommendations.
TINDERPOLITICS
Direct democracy 6.0 swiping right or left your political preferences.
ALGORITHMIC CITIZENSHIP
Personal identity as a collection of data extending across many nations
with different citizenship and rights in every place.
THE AGE OF MACHINES
Seamless integration between wearables, sensors, and policy-decision:
no need to even vote anymore.
It goes without saying that this does not
resemble the disordered, disorganised
elections of the Ancients, when – it seems
funny to say it – the result of an election was
not known beforehand. Building a government
on totally unaccounted – for happenstance,
blindly – what could be more senseless? And
yet still, it turns out, it took centuries to
understand this.
We ©1920 Yevgeny Zamyatin
DEMOCRACY IN THE AGE OF ALGORITHMS
WHAT DEMOCRATIC
PROCESSES
COULD LOOK LIKE?
Democracy in the age of algorithms

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Democracy in the age of algorithms

  • 2. DEMOCRACY IN THE AGE OF ALGORITHMS • VISIONS OF THE FUTURE • ALGORITHM-BASED POLICYMAKING • POLICIES IN THE OUTCOME ECONOMY • HUMANS, THE MACHINES & DEMOCRACY
  • 3. DEMOCRACY IN THE AGE OF ALGORITHMS
  • 4. DEMOCRACY IN THE AGE OF ALGORITHMS
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  • 8. DEMOCRACY IN THE AGE OF ALGORITHMS • VISIONS OF THE FUTURE • ALGORITHM-BASED POLICYMAKING • POLICIES IN THE OUTCOME ECONOMY • HUMANS, THE MACHINES & DEMOCRACY
  • 9. DEMOCRACY IN THE AGE OF ALGORITHMS CONNECTION BETWEEN DATA MEASUREMENT & BEST ALLOCATION OF RESOURCES
  • 10. DEMOCRACY IN THE AGE OF ALGORITHMS CONNECTION BETWEEN DATA MEASUREMENT & BEST ALLOCATION OF RESOURCES • HEALTHCARE • TRANSPORT • ENERGY • URBAN PLANNING
  • 11. DEMOCRACY IN THE AGE OF ALGORITHMS A WEALTH OF NEW DATA MORE SOLID BASIS TO TAKE DECISIONS
  • 12. DEMOCRACY IN THE AGE OF ALGORITHMS A WEALTH OF NEW DATA MORE SOLID BASIS TO TAKE DECISIONS INCREASED AUTOMATION + REAL-TIME INFORMATION FLOW + AUTOMATIC DATA PROCESSING = AUTOMATIC POLICY PROPOSALS (?)
  • 13. DEMOCRACY IN THE AGE OF ALGORITHMS AN UPGRADED VERSION OF EVIDENCE-BASED POLICY? WHO WILL OWN THE EVIDENCES? WHICH SKILLS WILL BE NEEDED BY POLICYMAKERS AND INFLUENCERS?
  • 14. DEMOCRACY IN THE AGE OF ALGORITHMS • VISIONS OF THE FUTURE • DATA-DRIVEN POLICYMAKING • POLICIES IN THE OUTCOME ECONOMY • HUMANS, THE MACHINES & DEMOCRACY
  • 15. DEMOCRACY IN THE AGE OF ALGORITHMS OUTCOME ECONOMY COMPANIES CREATE VALUE NOT JUST BY SELLING PRODUCTS AND SERVICES BUT BY DELIVERING SOLUTIONS - SELLING MEASURABLE OUTCOMES
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  • 17. DEMOCRACY IN THE AGE OF ALGORITHMS DEFINITION OF POLICY DELIBERATE SYSTEM OF PRINCIPLES TO GUIDE DECISIONS AND ACHIEVE RATIONAL OUTCOMES
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  • 19. DEMOCRACY IN THE AGE OF ALGORITHMS POLICIES = SELLABLE PRODUCTS
  • 20. DEMOCRACY IN THE AGE OF ALGORITHMS • VISIONS OF THE FUTURE • DATA-DRIVEN POLICYMAKING • POLICIES IN THE OUTCOME ECONOMY • HUMANS, THE MACHINES & DEMOCRACY
  • 21. DEMOCRACY IN THE AGE OF ALGORITHMS WEAPONS OF MATH DESTRUCTION (Cathy O’ Neill) Models are opinions embedded in mathematics. Human bias, secrecy, values.
  • 22. DEMOCRACY IN THE AGE OF ALGORITHMS WEAPONS OF MATH DESTRUCTION (Cathy O’ Neill) Models are opinions embedded in mathematics. Human bias, secrecy, values. ALGORITHM DETERMINISM Models that make automated inferences about our behaviors, interests, locations, finances, etc., use pre-existing data.
  • 23. DEMOCRACY IN THE AGE OF ALGORITHMS NETFLIX DEMOCRACY Artificial intelligence assistants calculate vote recommendations.
  • 24. DEMOCRACY IN THE AGE OF ALGORITHMS NETFLIX DEMOCRACY Artificial intelligence assistants calculate vote recommendations. TINDERPOLITICS Direct democracy 6.0 swiping right or left your political preferences.
  • 25. DEMOCRACY IN THE AGE OF ALGORITHMS NETFLIX DEMOCRACY Artificial intelligence assistants calculate vote recommendations. TINDERPOLITICS Direct democracy 6.0 swiping right or left your political preferences. ALGORITHMIC CITIZENSHIP Personal identity as a collection of data extending across many nations with different citizenship and rights in every place.
  • 26. DEMOCRACY IN THE AGE OF ALGORITHMS NETFLIX DEMOCRACY Artificial intelligence assistants calculate vote recommendations. TINDERPOLITICS Direct democracy 6.0 swiping right or left your political preferences. ALGORITHMIC CITIZENSHIP Personal identity as a collection of data extending across many nations with different citizenship and rights in every place. THE AGE OF MACHINES Seamless integration between wearables, sensors, and policy-decision: no need to even vote anymore.
  • 27. It goes without saying that this does not resemble the disordered, disorganised elections of the Ancients, when – it seems funny to say it – the result of an election was not known beforehand. Building a government on totally unaccounted – for happenstance, blindly – what could be more senseless? And yet still, it turns out, it took centuries to understand this. We ©1920 Yevgeny Zamyatin
  • 28. DEMOCRACY IN THE AGE OF ALGORITHMS WHAT DEMOCRATIC PROCESSES COULD LOOK LIKE?