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AI and Awareness AI and Culture Critical Digital Citizenship Ethics and Trust in AI Freedom and Manipulation Citizen Civil Society & Democracy Practitioner Public Authority SSH Researcher
Deepfake Explainer

This interactive explainer introduces the concept of AI-generated deepfake images and provides clues to help the user understand how and why they are created.

Effect of Technology: Agency, Autonomy, Bias, Culture, Disinformation & Misinformation, Epistemic effect, Inclusion/Exclusion, Individuals, Law, Legitimacy, Opacity, Polarisation, Privacy, Society
Democratic values: Accountability, Pluralism, Rule of Law, Trust
Format: External link
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Citizen Civil Society & Democracy Practitioner Computer Scientist Public Authority SSH Researcher
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
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Civil Society & Democracy Practitioner Computer Scientist Public Authority SSH Researcher
Designing AI for Democracy, Not Just for Functionality (Recipe 3 of 5 from the Digital Democracy Lab Handbook)

Designing tech with friction

Effect of Technology: Agency, Bias, Legitimacy, Opacity
Democratic values: Accountability, Deliberation, Transparency, Trust
Format: External link, PDFs
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Citizen Civil Society & Democracy Practitioner Public Authority
Facilitating with AI in the Room (Recipe from the Digital Democracy Lab Handbook)

Being a facilitator in a deliberative process using AI

Effect of Technology: Agency, Epistemic effect, Legitimacy, Opacity
Democratic values: Accountability, Deliberation, Participation, Trust
Format: External link, PDFs
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Freedom and Manipulation Inclusive Digital Democracy Personal Data and User Profiling Public Authority
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
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Algorithmic Accountability Critical Digital Citizenship Freedom and Manipulation Personal Data and User Profiling Citizen Civil Society & Democracy Practitioner Industry Public Authority SSH Researcher
Recommendation Algorithms Explainer

The Recommendation Algorithms explainer aims to demonstrate how algorithms work on social media platforms. It allows the users to simulate their experience on a social media platform, where their choices shape a personalised feed.

Effect of Technology: Autonomy, Bias, Concentration of Power, Culture, Epistemic effect, Inclusion/Exclusion, Individuals, Legitimacy, Opacity, Polarisation, Society, Surveillance
Democratic values: Accountability, Fairness, Pluralism, Transparency, Trust
Format: External link
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Personal Data and User Profiling Civil Society & Democracy Practitioner Industry Public Authority SSH Researcher
Risks for the use of personal data and user profiling

2.1    Equality

Equality is by-and-large considered both a positive aspect of democracy, and a necessary feature for democracy.

Effect of Technology: Agency, Bias, Disinformation & Misinformation, Epistemic effect, Inclusion/Exclusion, Individuals, Opacity, Polarisation, Privacy, Society, Surveillance
Democratic values: Accountability, Deliberation, Equality, Fairness, Participation, Transparency, Trust
Format: External link
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Personal Data and User Profiling Citizen Civil Society & Democracy Practitioner Computer Scientist Industry Public Authority SSH Researcher
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
Read more