Artificial Intelligence and Democracy Backgrounder This backgrounder explores AI's impact on democracy, focusing on three areas: its influence on the public sphere, its role in election campaigns, and the accountability of automated decision systems in public services. By Thorsten Thiel
The Gender Gap in Artificial Intelligence Explainer AI is growing fast with 'smart' machines and automated systems, but it faces a significant gender gap with few women in global AI and data roles. This Explainer highlights the need to close this gap. By Erin Lorelie Young
What is Privacy by Design? Explainer What is Privacy by Design? How address the evolving challenges to privacy as a fundamental right in our increasingly digital and networked world, amidst growing concerns over data breaches and surveillance? What challenges does privacy face today? By Simone Fischer-Hübner
What is data stewardship, and how could it address questions of power imbalance in the data economy? Backgrounder Data stewardship describes a set of governance mechanisms that allow individuals and communities greater agency over their information. How can data stewardship models address questions of power imbalance in the data economy? By Anouk Ruhaak and Astha Kapoor
Containing authoritarianism in the digital age: Platform governance in view of Germany’s constitutional order Spotlight Combating authoritarian overreach and protecting minority rights without turning autocratic is a perennial challenge for democracies, now intensified by the threat of digital authoritarianism. By Martin Fertmann and Jan Rau
Trends in Privacy Enforcement: A Comparative Analysis of post-GDPR Enforcement Styles Spotlight This analysis aims to capture and cluster different post-GDPR enforcement styles by DPAs across the EU to better understand why enforcement over data protection issues vary across borders. By Ido Sivan-Sevilla
The Regulation of Artificial Intelligence in the EU Backgrounder AI regulation is a debated intensively worldwide, with new laws in countries like France, Germany, China, and Canada, and ongoing debates in the US and Brazil. The following backgrounder explains the key issues at stake. By Christian Djeffal
Automated Decision Making: A Hidden Blessing for Uncovering Systemic Bias? Explainer Proper systematic audits of automated decision-making can keep algorithms accountable and help systems and institutions understand and address inherent biases. By Gal Yona
Fighting disinformation and the question of origin Impulse This text evaluates online media control in liberal democracies, noting that combating disinformation has increasingly justified governmental restrictions on information flow. By Wolf Schünemann
How to Avoid Harmful Algorithmic Fairness? Explainer Data-driven decision-making can discriminate against minorities. While scientists have developed fairness constraints to counter this, enforcing these constraints may paradoxically harm the disadvantaged group. By Omer Ben-Porat