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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 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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Critical Digital Citizenship Ethics and Trust in AI Freedom and Manipulation Public Authority SSH Researcher
KT4D: AI, free will and autonomy - Introduction & Literature review

The source, which comprises excerpts from Module A of the KT4D Social Risk Toolkit, explores the complex challenge presented by artificial intelligence to individual autonomy and free will within modern society.

Effect of Technology: Agency, Autonomy, Bias, Disinformation & Misinformation, Epistemic effect, Individuals, Polarisation
Democratic values: Accountability, Pluralism, Trust
Format: PDFs
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AI and Culture Civil Society & Democracy Practitioner SSH Researcher
Module C: Historical perspective – Methodology

We adopt a systematic approach to map the entanglement between past and present knowledge technologies and culture. Unlike many contemporary discussions that focus on specific issues or technological applications (such as deepfakes or photo manipulation), we map the entirety of past and present knowledge technologies to identify trends, general divergences, and similarities.

Effect of Technology: Culture, Democracy, Individuals, Society
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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 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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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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