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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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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 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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AI and Culture Civil Society & Democracy Practitioner SSH Researcher
Module C: Historical perspective – Introduction, literature review, and rationale

Module C of the Toolkit has two primary objectives: First, to understand AI and big data within the context of a long history of interactions between technological affordances and cultural norms, values, and practices. This recognises that knowledge technologies—such as written language, the printing press, television, radio, etc.—have shaped culture and knowledge production. The relationship between technology and culture is fundamentally mutual and reciprocal. Second, building upon the first objective, Module C focuses on the particular definition of AI and big data as advanced knowledge technologies (AKTs). We analyse the past in this module to better understand the present and—potentially—to anticipate what may lie ahead.

Effect of Technology: Culture, Democracy, Individuals, Society
Format: External link, PDFs
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Critical Digital Citizenship Freedom and Manipulation Citizen Civil Society & Democracy Practitioner Computer Scientist Industry Public Authority SSH Researcher
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
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Citizen Civil Society & Democracy Practitioner Computer Scientist Public Authority SSH Researcher
What Makes a Democratic Process Work? Distinguishing Efficiency from Efficacy

Describes the difference between efficiency and democratic effectiveness

Effect of Technology: Agency, Culture, Democracy, Legitimacy
Democratic values: Deliberation, Participation, Transparency, Trust
Format: External link, PDFs
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Citizen Civil Society & Democracy Practitioner Public Authority
When You’re Asked to Use AI: Navigating the Invitation (Recipe 2 of 5 from the Digital Democracy Lab Handbook)

On navigating a request to use AI in a deliberative setting

Effect of Technology: Agency, Bias, Democracy, Legitimacy
Democratic values: Accountability, Fairness, Participation, Trust
Format: External link, PDFs
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