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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
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
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
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