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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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Personal Data and User Profiling Computer Scientist Industry SSH Researcher
Legal and regulatory frameworks related to personal data and user profiling

The purpose of this document is to provide an overview of how AI, big data and frontier technologies impact rights from the data protection perspective.

Effect of Technology: Law, Privacy, Surveillance
Democratic values: Equality, Fairness, Rule of Law, Transparency, Trust
Format: External link
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AI and Culture Citizen Computer Scientist Public Authority SSH Researcher
Module C: Historical perspective – Free Will and Autonomy

This section considers how people’s autonomy and free will are hindered or supported by past and present KTs. By focusing on the structural level, we will examine systemic issues such as monopolies over KTs, data extraction and colonialism, labour, and political participation.

Effect of Technology: Agency, Autonomy, Concentration of Power, Culture, Individuals
Democratic values: Accountability, Participation, Pluralism
Format: External link, PDFs
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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 Citizen Civil Society & Democracy Practitioner Computer Scientist Public Authority SSH Researcher
Module C: Historical perspective – Creativity

This section analyses how different knowledge technologies impact people’s creativity. Here creativity is intended as the ability to express themselves in a way that is both truthful to what they feel and believe, as well as the power to experiment with artistic creation.

Effect of Technology: Agency, Culture, Epistemic effect, Individuals
Democratic values: Participation, Pluralism
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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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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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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