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In the course of under a year, the European Commission has launched some of the most important regulatory proposals to date on platform governance. The Commission's goals behind cross-sectoral regulation of this sort include the protection…

Computers and Society · Computer Science 2022-05-16 Catalina Goanta , Thales Bertaglia , Adriana Iamnitchi

The European Commission recently introduced new regulation to harmonize transparency reporting of large online platforms under the Digital Services Act (DSA). Here, we present the first systematic evaluation of transparency reporting data…

Computers and Society · Computer Science 2026-05-19 Amaury Trujillo , Benedetta Tessa , Stefano Cresci

Advances in Generative Artificial Intelligence (AI) are resulting in AI-generated media output that is (nearly) indistinguishable from human-created content. This can drastically impact users and the media sector, especially given global…

Human-Computer Interaction · Computer Science 2024-03-14 Abdallah El Ali , Karthikeya Puttur Venkatraj , Sophie Morosoli , Laurens Naudts , Natali Helberger , Pablo Cesar

Since September 2023, the Digital Services Act (DSA) obliges large online platforms to submit detailed data on each moderation action they take within the European Union (EU) to the DSA Transparency Database. From its inception, this…

Social and Information Networks · Computer Science 2025-02-10 Amaury Trujillo , Tiziano Fagni , Stefano Cresci

The European Union has proposed the Artificial Intelligence Act which introduces detailed requirements of transparency for AI systems. Many of these requirements can be addressed by the field of explainable AI (XAI), however, there is a…

Artificial Intelligence · Computer Science 2023-12-22 Balint Gyevnar , Nick Ferguson , Burkhard Schafer

This paper examines the European Union's emerging regulatory landscape - focusing on the AI Act, corporate sustainability reporting and due diligence regimes (CSRD and CSDDD), and data center regulation - to assess whether it can…

Computers and Society · Computer Science 2026-01-09 Thomas Le Goff

Accountability, a requisite for responsible AI, can be facilitated through transparency mechanisms such as audits and explainability. However, prior work suggests that the success of these mechanisms may be limited to Global North contexts;…

Human-Computer Interaction · Computer Science 2022-05-12 Divya Ramesh , Vaishnav Kameswaran , Ding Wang , Nithya Sambasivan

Social media platforms face heightened risks during major political events; yet, how platforms adapt their moderation practices in response remains unclear. The Digital Services Act Transparency Database offers an unprecedented opportunity…

Computers and Society · Computer Science 2025-04-10 Gautam Kishore Shahi , Benedetta Tessa , Amaury Trujillo , Stefano Cresci

The GDPR's Right of Access aims to empower users with control over their personal data via Data Download Packages (DDPs). However, their effectiveness is often compromised by inconsistent platform implementations, questionable data…

We argue that the phenomena of distributed responsibility, induced acceptance, and acceptance through ignorance constitute instances of imperfect delegation when tasks are delegated to computationally-driven systems. Imperfect delegation…

Artificial Intelligence · Computer Science 2021-05-05 Michele Loi , Matthias Spielkamp

Art. 50 II of the EU Artificial Intelligence Act mandates dual transparency for AI-generated content: outputs must be labeled in both human-understandable and machine-readable form for automated verification. This requirement, entering into…

Artificial Intelligence · Computer Science 2026-03-31 Vera Schmitt , Niklas Kruse , Premtim Sahitaj , Julius Schöning

This article examines the evolving landscape of artificial intelligence (AI) regulation in financial services, detailing the legal frameworks and compliance challenges posed by rapid technological adoption. By reviewing current legislation,…

Computers and Society · Computer Science 2025-03-25 Shahmar Mirishli

Artificial Intelligence (AI) poses both significant risks and valuable opportunities for democratic governance. This paper introduces a dual taxonomy to evaluate AI's complex relationship with democracy: the AI Risks to Democracy (AIRD)…

The development and deployment of artificial intelligence (AI) systems, with their profound societal impacts, raise critical challenges for governance. Historically, technological innovations have been governed by concentrated expertise…

Computers and Society · Computer Science 2025-02-14 Lucile Ter-Minassian

The European Union introduced the Digital Services Act (DSA) to address the risks associated with digital platforms and promote a safer online environment. However, despite the potential of components such as the Transparency Database,…

Computers and Society · Computer Science 2025-06-05 Benedetta Tessa , Denise Amram , Anna Monreale , Stefano Cresci

Compliance with the European Union's Platform-to-Business (P2B) Regulation is challenging for online platforms, and assessing their compliance can be difficult for public authorities. This is partly due to the lack of automated tools for…

Software Engineering · Computer Science 2024-01-24 Francesco Sovrano , Michaël Lognoul , Alberto Bacchelli

Audits are critical mechanisms for identifying the risks and limitations of deployed artificial intelligence (AI) systems. However, the effective execution of AI audits remains incredibly difficult, and practitioners often need to make use…

Computers and Society · Computer Science 2025-03-03 Victor Ojewale , Ryan Steed , Briana Vecchione , Abeba Birhane , Inioluwa Deborah Raji

A series of high-profile tragedies involving companion chatbots has triggered an unusually rapid regulatory response. Several jurisdictions, including Australia, California, and New York, have introduced enforceable regulation, while…

Computers and Society · Computer Science 2026-04-22 Henry Fraser , Jessica M. Szczuka , Raffaele F. Ciriello

The Digital Services Act (DSA) requires large social media platforms in the EU to provide clear and specific information whenever they remove or restrict access to certain content. These "Statements of Reasons" (SoRs) are collected in the…

Social and Information Networks · Computer Science 2023-12-08 Chiara Drolsbach , Nicolas Pröllochs

Artificial intelligence (AI) now permeates critical infrastructures and decision-making systems where failures produce social, economic, and democratic harm. This position paper challenges the entrenched belief that regulation and…

Computers and Society · Computer Science 2025-11-04 Josu Eguiluz Castañeira , Axel Brando , Migle Laukyte , Marc Serra-Vidal