democratic reason: the mechanisms of collective intelligence in politics

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DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics Hélène Landemore Harvard University/Collège de France

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DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics. Hélène Landemore Harvard University/Collège de France. Introduction How much does knowledge play a role in our justifications for democracy? - PowerPoint PPT Presentation

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Page 1: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

DEMOCRATIC REASON:the Mechanisms of Collective

Intelligence in Politics

Hélène LandemoreHarvard University/Collège de France

Page 2: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

Introduction

• How much does knowledge play a role in our justifications for democracy?

• Including all people in the decision-process means including a lot of “dumb” people

• Rule of experts seems more conducive to intelligent decisions

• Comparison rule of one, few, many

Page 3: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics
Page 4: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

Introduction (cont.)

Three parts:

I Main concepts

II Mechanisms of democratic reason:

1. First mechanism: deliberation2. Second mechanism: majority rule

III Conclusion: the epistemic edge of democracy

Page 5: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

I. Main concepts

Democratic reason: collective distributed intelligence of the people

Mechanisms: political cognitive artifacts

Cognitive diversity: plurality of cognitive “tools”

Page 6: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

Epistemic competence

• Not virtue (or civic duty or impartiality)

• Not information (raw data)

• Individual vs. collective competence

CoEC= f(iEC, cognitive diversity of the group)

Page 7: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

II. Mechanisms of democratic reason

1. Deliberation

Epistemic properties comes from:

1) Enlarging the pool of ideas and information2) Weeding out the good arguments from the bad3) Leading to consensus on better

solution“the forceless force of the better argument”

(Habermas)

Page 8: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

Condition of optimal deliberation

Cognitive diversity matters MORE than individual epistemic competence

“Diversity Trumps Ability Theorem” (Page 2007)

Better to have a random group of relatively smart people than two or three Einsteins

Page 9: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

E.g. 1: “Twelve Angry Men” (Sidney Lumet 1957)

Page 10: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

E.g. 2: Guiding each other to theglobal optimum

Calvados: (Marseille (7), Caen (10))Corrèze: (Paris (8), Grenoble (9), Caen (10))Pas de Calais: (Grenoble (9))

Page 11: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

Problem: feasibility of deliberation with large numbers.

Solution: representation

by election: recurrence and accountability

(by lot: recurrence and random selection)

Hypothesis: democratic representation is meant to preserve cognitive diversity on a smaller scale, rather than select the “best and brightest”

Page 12: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

2. Second mechanism of democratic reason: majority rule

Supplements deliberation

Has its own epistemic properties

3 theoretical arguments:

#1 Condorcet Jury Theorem #2 ‘Miracle of Aggregation’

#3 ‘The Crowd Beats the Average Law’

Page 13: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

#1 Condorcet Jury Theorem (CJT)

Among large electorates voting on some yes or no question, majoritarian outcomes are virtually certain of tracking the “truth,” as long as three

conditions are verified:

1) ‘Enlightenment’ Assumption

2) Independence 3) Sincere voting

Page 14: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

#2 The ‘Miracle of Aggregation’

E.g.: Galton’s weight-contest experiment; information-markets’ predictive accuracy

1) Elitist version

2) Democratic version

3) Distributed version

Key: errors cancel each other out

Page 15: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

The ‘Miracle of Aggregation’

Advantage compared to CJT: the average voter need not be epistemically competent at all

Problems:

1) The rationally irrational voter and systematic cognitive biases (Caplan 2007)

2) Empirical implausibility of an infinity of independent signals

Page 16: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

#3 ‘The Crowd Beats the Average Law’ (Page 2007)

Given any collection of diverse predictive models,

Collective Prediction Error < Average Individual Error

Negative correlations, not independence

iEC matters AS MUCH as cognitive diversity

=>Democratic majority rule > rule of the random one, but not rule of the smart few

Page 17: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

III Conclusion

1) Inclusive deliberation (direct or indirect) epistemically dominates deliberation among the smart few

2) Majority rule among the many epistemically matches majority rule among the smart few

1) + 2) = democracy epistemically dominates oligarchy

And economizes on virtue too!

Page 18: DEMOCRATIC REASON: the Mechanisms of Collective Intelligence in Politics

Preconditions for Democratic Reason:

Correlation between numbers and cognitive diversity implies a certain kind of (liberal) society

Free market of ideasDiverse economyLiberal education fostering autonomy and individuality

New story about democracy’s value