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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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Personal Data and User Profiling Civil Society & Democracy Practitioner Industry Public Authority SSH Researcher
How should tech be regulated?

Companies have significant influence over public discourse in online platforms, necessitating that the algorithms that shape these online platforms should be regulated and constrained to sufficiently consider the public interest (Susskind, 2018: 350).

Effect of Technology: Concentration of Power, Legitimacy
Democratic values: Accountability, Equality, Fairness, 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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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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