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 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
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AI and Awareness AI and Culture Algorithmic Accountability Citizen Civil Society & Democracy Practitioner Industry SSH Researcher
Individual Aspects of the AI challenges

The aim of the first three modules of KT4D’s Social Risk Toolkit thus focuses on the individual aspects of this challenge and is multifaceted.

Effect of Technology: Culture, Democracy, Individuals, Society
Democratic values: Transparency, Trust
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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 Critical Digital Citizenship Ethics and Trust in AI Freedom and Manipulation Inclusive Digital Democracy Personal Data and User Profiling Civil Society & Democracy Practitioner Industry Public Authority SSH Researcher
Policy Brief - Culture's Role in Navigating Technological Change

The policy brief published by KT4D suggests that examining culture allows for a deeper understanding of societal responses to AI development.

Effect of Technology: Culture, Democracy, Individuals, Law
Democratic values: 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

The current EU approach to AI regulation faces several challenges and limitations that need to be addressed.

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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Critical Digital Citizenship Ethics and Trust in AI Freedom and Manipulation Public Authority SSH Researcher
The impact of social networks and misinformation on citizens’ opinions and attitudes

This document adopts a psychological and cognitive perspective on misinformation and disinformation, focusing on the interaction between cognitive biases, emotional motivations, social communication goals, and contemporary information environments

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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