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AI and Awareness Ethics and Trust in AI Public Authority SSH Researcher
Bibliography of KT4D Social Risk Toolkit Module B: AI, trust and awareness

Module B focuses on the risks AI poses for social fairness and trust: how the use of AI-based tools can generate inequality or dishonesty, particularly when human productions differ in nature (e.g. creative vs.

Effect of Technology: Agency, Individuals, Legitimacy, Society
Democratic values: Equality, Fairness, Trust
Format: External link, PDFs
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AI and Awareness Public Authority SSH Researcher
Consequences of AI-based technologies for the quality of public deliberation

This document examines how AI-driven content curation and recommendation systems affect the quality of public deliberation.

Effect of Technology: Agency, Individuals, Legitimacy, Society
Democratic values: Equality, Fairness, 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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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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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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