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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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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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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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AI and Culture Citizen Civil Society & Democracy Practitioner Computer Scientist Public Authority SSH Researcher
Module C: Historical perspective – Attention

This section analyses how different knowledge technologies impact people’s attention and, consequently, their decisions regarding which information is worth storing and remembering, and which is instead forgotten or not even registered in the first place.

Effect of Technology: Bias, Culture, Epistemic effect, Individuals, Legitimacy, Polarisation
Democratic values: Deliberation, Transparency
Format: External link, PDFs
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AI and Culture Citizen Civil Society & Democracy Practitioner Computer Scientist Public Authority SSH Researcher
Module C: Historical perspective – Creativity

This section analyses how different knowledge technologies impact people’s creativity. Here creativity is intended as the ability to express themselves in a way that is both truthful to what they feel and believe, as well as the power to experiment with artistic creation.

Effect of Technology: Agency, Culture, Epistemic effect, Individuals
Democratic values: Participation, Pluralism
Format: External link, PDFs
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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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