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AI and Awareness AI and Culture Algorithmic Accountability Critical Digital Citizenship Ethics and Trust in AI Freedom and Manipulation Inclusive Digital Democracy Personal Data and User Profiling Public Authority SSH Researcher
Bibliography of KT4D Social Risk Toolkit Module A: AI, free will and autonomy

Effect of Technology: Agency, Autonomy, Bias, Disinformation & Misinformation, Epistemic effect, Individuals, Polarisation
Democratic values: Accountability, Pluralism, Trust
Format: External link, PDFs
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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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Civil Society & Democracy Practitioner Public Authority
Designing the Whole Process: Embedding AI Without Undermining Democracy (Recipe from the Digital Democracy Lab Handbook)

This recipe is about designing an entire democratic process—not just the AI tool within it. When AI is introduced into a deliberative setting, the surrounding process needs to change too: not just to make the AI work, but to make sure the democracy works.

Effect of Technology: Democracy, Epistemic effect, Inclusion/Exclusion, Legitimacy
Democratic values: Participation, 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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Personal Data and User Profiling Civil Society & Democracy Practitioner Industry Public Authority SSH Researcher
How should tech be regulated?

Companies have significant influence over public discourse in online platforms, necessitating that the algorithms that shape these online platforms should be regulated and constrained to sufficiently consider the public interest (Susskind, 2018: 350).

Effect of Technology: Concentration of Power, Legitimacy
Democratic values: Accountability, Equality, Fairness, Trust
Format: External link
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Critical Digital Citizenship Ethics and Trust in AI Freedom and Manipulation Public Authority SSH Researcher
Individuals' autonomy in their 
online choices

This document examines autonomy as a form of agentive control grounded in attention regulation, goal-directed action, and reflexivity.

Effect of Technology: Agency, Autonomy, Bias, Disinformation & Misinformation, Epistemic effect, Individuals, Polarisation
Democratic values: Accountability, Pluralism, Trust
Format: External link, PDFs
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AI and Culture Algorithmic Accountability Ethics and Trust in AI Computer Scientist
Interactive Digital Narrative

Gamified tool designed to address the social and cultural implications of AI development.

Effect of Technology: Bias, Culture, Disinformation & Misinformation, Epistemic effect, Inclusion/Exclusion, Polarisation, Society
Democratic values: Fairness, Pluralism, Trust
Format: External link
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