This in-depth analysis (IDA) explores the most prominent actors, cases and techniques of algorithmic authoritarianism together with the legal, regulatory and diplomatic framework related to AI-based biases as well as deliberate misuses. With the world leaning heavily towards digital transformation, AI’s use in policy, economic and social decision-making has introduced alarming trends in repressive and authoritarian agendas. Such misuse grows ever more relevant to the European Parliament, resonating with its commitment to safeguarding human rights in the context of digital trans-formation. By shedding light on global patterns and rapidly developing technologies of algorithmic authoritarianism, this IDA aims to produce a wider understanding of the complex policy, regulatory and diplomatic challenges at the intersection of technology, democracy and human rights. Insights into AI’s role in bolstering authoritarian tactics offer a foundation for Parliament’s advocacy and policy interventions, underscoring the urgency for a robust international framework to regulate the use of AI, whilst ensuring that technological progress does not weaken fundamental freedoms. Detailed case studies and policy recommendations serve as a strategic resource for Parliament’s initiatives: they highlight the need for vigilance and proactive measures by combining partnerships (technical assistance), industrial thriving (AI Act), influence (regulatory convergence) and strength (sanctions, export controls) to develop strategic policy approaches for countering algorithmic control encroachments.Study : ENExecutive summary : ENSource : © European Union, 2024 - EP