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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
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
Risks to individual freedoms of speech and action
Since our liberal democracies generally employ forms of representativeness to their institutions, the impact of AI on free and fair elections is also one of the key ways in which technology affects our polities.
Effect of Technology:
Agency, Autonomy, Bias, Disinformation & Misinformation, Epistemic effect, Inclusion/Exclusion, Individuals, Polarisation, Privacy, Society, Surveillance
Democratic values:
Accountability, Deliberation, Equality, Fairness, Participation, Transparency, Trust
Format:
PDFs