Framework for Democratic AI Governance: Roadmap and recommendations for European policymakers

This policy brief focuses on short-term action (2026-2028) around AI governance and provides practical guidelines for experts and policymakers. It introduces a framework that embeds democratic pillars — participation, freedom, equality, transparency, knowledge, and the rule of law — directly into the entire AI lifecycle.

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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.

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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. The level of acceptance of the results from the elections - the legitimacy of the outcome - rests largely on how those who end up with less power shares in the representative system see the fairness of the election process itself.

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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). Philosophers have often said that freedom insofar as it is afforded to you by others is not freedom (Dworkin, 1989: Ch 1; Pettit, 2017; Skinner, 2012). Whilst AI and big data could in several ways enhance freedom, it may also limit it.

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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. The newly adopted definition of AI by the Organisation for Economic Co-operation and Development (OECD) states that “an AI system is a machine-based system that, for explicit or implicit objectives, infers, from the input it receives, how to generate outputs such as predictions, content, recommendations, or decisions that (can) influence physical or virtual environments.

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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. To be brief, the main benefit of equality in democracy is that it gives equal consideration to all individuals, thus each person is a free and willing self-legislator among equals.

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