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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 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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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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