It is argued that AI ethics can address this deficit only when complemented by institutional reforms that embed deliberation, broaden participation and ensure meaningful public accountability, including the involvement of non-expert citizens.
Abstract
. AI ethics has recently emerged as a dominant governance paradigm, increasingly implemented through institutionalised, specialised and expert-driven tools and mechanisms, thereby compelling us to revisit the question of democratic deficit . This ethics-oriented technocratic approach is exemplified by the EU AI Act (2024), which promotes soft-law tools as part of a layered, risk-based governance framework. This article critically examines whether that model can address the democratic deficit in AI governance, focusing on harmonised standards, voluntary codes of conduct and regulatory sandboxes . Drawing on democratic theory and governance scholarship, it explores the extent to which these instruments advance participation, deliberation and accountability. By assessing these mechanisms as key sites of governance, the article concludes that they prioritise flexibility, technical expertise and market integration over public contestation and participation, offering little response to the democratic deficit. It argues that AI ethics can address this deficit only when complemented by institutional reforms that embed deliberation, broaden participation and ensure meaningful public accountability, including the involvement of non-expert citizens.
A six-element governance framework is developed comprising legitimate purpose and proportionality; explicit allocation of roles and responsibility; traceable data, evidence, and uncertainty; competent human oversight and calibrated reliance; stakeholder participation, contestability, and redress; and continuous monitor...
It is argued that listing AI ethical principles takes the centre stage as a shorthand to mitigate the adverse impacts of a technology understood as a predetermined artefact and paradigmatic inevitability.
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Good governance relies on both democratic institutions and the capacity, integrity, and responsiveness of their actors. Parliamentarians occupy a strategically important position in governance systems because they make laws, authorise public expenditure, scrutinise executive conduct, represent citizens and mediate comp...
This Policy and Practice Review concludes that AI-enabled administration remains legitimate only where public authorities retain the capacity to understand, justify, correct, suspend and democratically control the systems they use.
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It is argued that public uses of AI should not be evaluated primarily through technical efficiency, ethical compliance, or procedural safeguards, but through democratic legitimacy, and that societies retain the democratic authority to shape, question, supervise, correct, and, when necessary, reject their use.
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