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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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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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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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Personal Data and User Profiling Citizen Civil Society & Democracy Practitioner Computer Scientist Industry Public Authority SSH Researcher
The value of democracy

There are both instrumental and intrinsic reasons to value democracy. In short, democracy is valuable instrumentally because 

Effect of Technology: Agency, Culture, Democracy, Epistemic effect, Inclusion/Exclusion, Individuals, Legitimacy, Opacity, Society
Democratic values: Accountability, Deliberation, Equality, Fairness, Participation, Pluralism, Rule of Law, Transparency, Trust
Format: External link
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Freedom and Manipulation Personal Data and User Profiling Citizen Computer Scientist Civil Society & Democracy Practitioner Industry Public Authority SSH Researcher
What is freedom?

When we think of freedom or ‘liberty’ we typically think of it in certain ways: e.g., freedom to act as we please, freedom from harm or interference, freedom of thought, or freedom to be a member of a community (Susskind, 2018: 165).

Effect of Technology: Democracy, Individuals, Society, Surveillance
Format: External link
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Citizen Civil Society & Democracy Practitioner Computer Scientist Public Authority SSH Researcher
When Efficiency Gets in the Way of Democracy

Sub-chapter of DDL Handbook on the tension between efficiency paradigm and democracy

Effect of Technology: Democracy, Legitimacy, Opacity, Society
Democratic values: Deliberation, Participation, Trust
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