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Democracy-in-the-Loop: A New Logic for Digital Participation (Recipe 1 of 5 from the Digital Democracy Lab Handbook)
Recipe series. 1st describing DITL
Effect of Technology:
Agency, Democracy, Legitimacy, Opacity
Democratic values:
Deliberation, Participation, Pluralism, Trust
Format:
External link, PDFs
Framework for Democratic AI Governance: Roadmap and recommendations for European policymakers
This policy brief focuses on short-term action (2026-2028) around AI governance and provides practical guidelines for experts and policymakers. It introduces a framework that embeds democratic pillars — participation, freedom, equality, transparency, knowledge, and the rule of law — directly into the entire AI lifecycle.
Effect of Technology:
Bias, Democracy, Disinformation & Misinformation, Epistemic effect, Inclusion/Exclusion, Law, Legitimacy, Opacity, Polarisation, Surveillance
Democratic values:
Equality, Fairness, Participation, Rule of Law, Transparency, Trust
Format:
External link
The value of democracy
There are both instrumental and intrinsic reasons to value democracy. In short, democracy is valuable instrumentally because
Effect of Technology:
Agency, Culture, Democracy, Epistemic effect, Inclusion/Exclusion, Individuals, Legitimacy, Opacity, Society
Democratic values:
Accountability, Deliberation, Equality, Fairness, Participation, Pluralism, Rule of Law, Transparency, Trust
Format:
External link
What Makes a Democratic Process Work? Distinguishing Efficiency from Efficacy
Describes the difference between efficiency and democratic effectiveness
Effect of Technology:
Agency, Culture, Democracy, Legitimacy
Democratic values:
Deliberation, Participation, Transparency, Trust
Format:
External link, PDFs
When Efficiency Gets in the Way of Democracy
Sub-chapter of DDL Handbook on the tension between efficiency paradigm and democracy
Effect of Technology:
Democracy, Legitimacy, Opacity, Society
Democratic values:
Deliberation, Participation, Trust