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Artificial Intelligence

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AI systems and their implications for data protection

272 linked items 74 Laws27 Guidance7 Enforcement88 News74 Literature

Overview

22 sources · Jul 23, 2026

Legal Framework

The AI Act (Regulation (EU) 2024/1689) establishes the primary regulatory architecture for artificial intelligence in the Union. Article 1 sets out the Regulation's dual mandate: fostering innovation while safeguarding fundamental rights. As the provision states:

"improve the functioning of the internal market and promote the uptake of human-centric and trustworthy artificial intelligence (AI), while ensuring a high level of protection of health, safety, fundamental rights enshrined in the Charter"
AI Act Art. 1(1)

The Regulation's material scope is broad. Article 2 applies to providers placing AI systems on the market, deployers established in the Union, and even third-country providers whose output is used within the Union. It distinguishes between prohibited practices, high-risk systems subject to detailed requirements (Chapter III, Section 2), and systems subject to transparency obligations. Article 108 integrates AI Act requirements into sectoral legislation such as Regulation (EU) 2018/1139, ensuring that AI systems functioning as safety components in aviation are assessed against both frameworks. Article 100 empowers the European Data Protection Supervisor to impose administrative fines on Union institutions, with criteria including the nature and gravity of the infringement, the purpose of the AI system, and the number of affected persons.

Where AI processes personal data, the GDPR remains the baseline. The AI Act does not displace GDPR obligations but layers additional requirements on top, particularly for high-risk systems involving profiling, automated decision-making, and large-scale data collection.

Key Developments

The Court of Justice has begun delineating the boundaries of AI use in data-processing contexts. In Ligue des droits humains (C-817/19), the Grand Chamber addressed whether self-learning AI could be used under the PNR Directive for assessing passenger data. The Court held that the requirement for "pre-determined" criteria:

The Court further warned that AI opacity undermines effective judicial remedies:

"given the opacity which characterises the way in which artificial intelligence technology works, it might be impossible to understand the reason why a given program arrived at a positive match"
Ligue des droits humains, ¶195

In Latombe v Commission (T-553/23), the General Court examined whether rapid AI development rendered an earlier adequacy study obsolete. The Court found the applicant had adduced no evidence that organisations had adopted wholly automated decisions post-study, nor explained why AI development made the study irrelevant — signalling that litigants must substantiate claims about AI's impact with concrete evidence rather than general assertions about technological progress.

At enforcement level, the Italian Garante has already acted against AI systems: a €158,000 fine against Character.AI (a generative AI platform) and a €55,000 fine against the Agency for Digital Italy for an AI-related processing failure. These signal that DPAs are not waiting for full AI Act implementation to act under existing GDPR powers.

Status of the Debate

This topic is actively contested in court. The boundaries between permissible automated processing and prohibited AI-driven decision-making are being fought over in real cases. Latombe shows courts demanding evidentiary rigour from challengers, while Ligue des droits humains establishes firm limits on self-learning systems in regulated contexts. The AI Act's high-risk classification thresholds and their interplay with GDPR Article 22 have not yet been tested before the CJEU. Resolution will likely come through preliminary references on whether AI Act conformity creates a presumption of GDPR compliance for automated decisions — or whether the two regimes impose independent, cumulative obligations.

Practical Guidance

  • Classify before deploying. Determine whether your AI system qualifies as high-risk under Article 6 of the AI Act; high-risk classification triggers conformity assessments, risk management systems, and human oversight obligations that overlap with GDPR accountability requirements.

  • Maintain human review of automated decisions. Ligue des droits humains establishes that self-learning systems operating without human intervention may violate both the PNR Directive and, by analogy, GDPR Article 22. Ensure that assessment criteria remain fixed and reviewable.

  • Document the rationale of AI outputs. The Court's concern about opacity means controllers must be able to explain why an AI system produced a given result. Technical documentation and logging are not merely AI Act formalities — they are the evidentiary basis for defending GDPR lawfulness.

  • Substantiate AI-related claims with evidence. Latombe demonstrates that courts will not accept general assertions about AI's rapid development as substitutes for proof. When arguing that AI changes the risk landscape, produce specific evidence of actual processing practices.

  • Monitor DPA enforcement trends. The Italian Garante's actions against Character.AI and AgID confirm that regulators will enforce under existing data protection law before AI Act provisions fully apply. Conduct GDPR DPIAs for any AI deployment now.

Everything on this topic, by type links go to the exact provision / paragraph / section
Laws 74
Art. 100(1)(a) the nature, gravity and duration of the infringement and of its consequences, taking into account the purpose of the AI system concerned, as well as, … AI Act Art. 100(3) The non-compliance of the AI system with any requirements or obligations under this Regulation, other than those laid down in Article 5, shall be subj… AI Act Art. 108(1) in Article 17, the following paragraph is added: ‘3. Without prejudice to paragraph 2, when adopting implementing acts pursuant to paragraph 1 concern… AI Act Art. 108(2) in Article 19, the following paragraph is added: ‘4. When adopting delegated acts pursuant to paragraphs 1 and 2 concerning Artificial Intelligence sy… AI Act rec 12 Recital 12 — AI system definition and characteristics AI Act Jun 2024 art 65 Establishment and structure of the European Artificial Intelligence Board AI Act Jun 2024 rec 80 Recital 80 — AI system accessibility for persons with disabilities AI Act Jun 2024 rec 87 Recital 87 — high-risk AI system product manufacturer obligations AI Act Jun 2024 rec 100 Recital 100 — general-purpose AI system definition and integration AI Act Jun 2024 rec 76 Recital 76 — AI system cybersecurity protection measures AI Act Jun 2024 rec 99 Recital 99 — large generative AI models example AI Act Jun 2024 rec 20 Recital 20 — AI literacy for informed decisions AI Act Jun 2024 art 104 Amendment to Regulation (EU) No 168/2013 AI Act Jun 2024 art 103 Amendment to Regulation (EU) No 167/2013 AI Act Jun 2024 art 102 Amendment to Regulation (EC) No 300/2008 AI Act Jun 2024 art 110 Amendment to Directive (EU) 2020/1828 AI Act Jun 2024 rec 10 Recital 10 — personal data protection safeguarding AI Act Jun 2024 rec 7 Recital 7 — common rules for high-risk AI systems AI Act Jun 2024 rec 1 Recital 1 — regulation purpose and internal market framework AI Act Jun 2024 art 109 Amendment to Regulation (EU) 2019/2144 AI Act Jun 2024 art 107 Amendment to Regulation (EU) 2018/858 AI Act Jun 2024 art 106 Amendment to Directive (EU) 2016/797 AI Act Jun 2024 art 105 Amendment to Directive 2014/90/EU AI Act Jun 2024 rec 51 Recital 51 — Innovative technology for cybersecurity NIS2 Dec 2022 Show 54 more →
Guidance 27
282024 on certain data protection aspects related to Opinion 28/2024 on certain data protection aspects related to the processing of personal data in the context of AI models EDPB Dec 2024 edps joint opinion 52021 on the proposal for a regulation of the EDPB-EDPS Joint Opinion 5/2021 on the proposal for a Regulation of the European Parliament and of the Council laying down harmonised rules on artificial intelligence (Artificial Intelligence Act) EDPB Jun 2021 of the work undertaken by the chatgpt taskforce Report of the work undertaken by the ChatGPT Taskforce EDPB May 2024 32024 on data protection authorities role in the Statement 3/2024 on data protection authorities’ role in the Artificial Intelligence Act framework EDPB Jul 2024 privacy risks and mitigations in llms SPE Programma - AI Privacy Risks & Mitigations Large Language Models (LLMs) (Isabel BARBERÁ) EDPB Apr 2025 guidelines on the use of facial recognition technology in the area of law enforcement Guidelines 05/2022 on the use of facial recognition technology in the area of law enforcement EDPB May 2023 guidelines on virtual voice assistants Guidelines 02/2021 on virtual voice assistants EDPB Jul 2021 guidelines on the targeting of social media users Guidelines 8/2020 on the targeting of social media users EDPB Apr 2021 edps joint opinion 032021 on the proposal for a regulation of EDPB-EDPS Joint Opinion 03/2021 on the Proposal for a regulation of the European Parliament and of the Council on European data governance (Data Governance Act) EDPB Mar 2021 training on ai and data protection technical Fundamentals of Secure AI Systems with Personal Data (Training module) EDPB Jun 2025 on the digital services package and data Statement on the Digital Services Package and Data Strategy EDPB Nov 2021 report 20250313 support pool experts programme 2024 Report on the use of SPE external experts in 2024 EDPB Mar 2025 annual report 2021 EDPB Annual Report 2021 EDPB May 2022 edps joint opinion 032022 on the proposal for a regulation on EDPB-EDPS Joint Opinion 03/2022 on the Proposal for a Regulation on the European Health Data Space EDPB Jul 2022 strategy 2024 2027 EDPB Strategy 2024-2027 EDPB Apr 2024 annual report 2025 EDPB Annual Report 2025 EDPB Apr 2026 62024 on the second report on the application of Statement 6/2024 on the Second Report on the Application of the General Data Protection Regulation - Fostering Cross-Regulatory Consistency and Cooperation EDPB Dec 2024 annual report 2023 EDPB Annual Report 2023 EDPB Apr 2024 strategy 2021 2023 EDPB Strategy 2021-2023 EDPB Dec 2020 work programme 2024 2025 EDPB Work Programme 2024-2025 EDPB Oct 2024 Show 7 more →
Enforcement 7
Garante per la protezione dei dati personali (Italy) Italian DPA finds GDPR applies to US-based Character.AI service Garante per la protezione dei dati personali (Italy) Jul 2026 Garante per la protezione dei dati personali (Italy) Italian DPA: AgID's automatic transfer of PEC addresses to INAD index unlawful Garante per la protezione dei dati personali (Italy) May 2026 AEPD (Spain) AEPD fines El Español for disclosing minor's identity in assault video AEPD (Spain) Jul 2026 Italian Data Protection Authority (Garante) Luka Inc.: Non-compliance with general data processing principles Italian Data Protection Authority (Garante) Apr 2025 Italian Data Protection Authority (Garante) Luka Inc.: Niet-naleving van de algemene principes voor gegevensverwerking. Italian Data Protection Authority (Garante) Apr 2025 NL EDPS EDPS finds Commission infringed purpose limitation and data transfer rules in Microsoft EDPS Mar 2024 Hungarian National Authority for Data Protection and the Freedom of Information (NAIH) Budapest Bank Zrt.: Insufficient legal basis for data processing Hungarian National Authority for Data Protection and the Freedom of Information (NAIH) Feb 2022
News 88
Autoriteit Persoonsgegevens De FRIA voor AI-systemen komt eraan: bereid u voor Autoriteit Persoonsgegevens Aug 2026 NL Autoriteit Persoonsgegevens As of August 2, it will become clearer whether it is AI or real Autoriteit Persoonsgegevens Jul 2026 Autoriteit Persoonsgegevens Dutch DPA assists developers and organizations with new GDPR guidelines for generative AI Autoriteit Persoonsgegevens Jul 2026 European Data Protection Board EDPB sheds light on anonymisation and web scraping for generative AI and adopts final version of guidelines on blockchain European Data Protection Board Jul 2026 Autoriteit Persoonsgegevens Discussion on the AI Act Autoriteit Persoonsgegevens Jul 2026 Access Now Oral statement at the Global Dialogue on Artificial Intelligence Governance Access Now Jul 2026 Electronic Frontier Foundation EFF Joins Call for FTC to Drop Its Disastrous AI Policy Proposal Electronic Frontier Foundation Aug 2026 Politico Europe Can Europe’s new AI safety regime tame US rogue agents — and Chinese ambitions? Politico Europe Jul 2026 Politico Europe Big EU banks must set out AI risk plan, top ECB official Politico Europe Jul 2026 Politico Europe OpenAI’s models broke free and launched a cyberattack. US Congress wants new rules before it happens again. Politico Europe Jul 2026 Electronic Frontier Foundation The CHATBOT Act Forces One Parenting Model On Every Family Electronic Frontier Foundation Jul 2026 European Digital Rights AI Omnibus deal: EU lawmakers should reject a rollback of AI safeguards European Digital Rights Jun 2026 Politico Europe Europe’s AI moment: Four imperatives for business leaders Politico Europe Jul 2026 Electronic Frontier Foundation AI Regulation Should Be Rational, Not Retaliatory Electronic Frontier Foundation Jun 2026 European Digital Rights The Digital Omnibus is going on summer break. Your rights are not. European Digital Rights Jul 2026 Electronic Frontier Foundation Automated Moderation Is Here to Stay Electronic Frontier Foundation Jul 2026 Electronic Frontier Foundation EFF Testifies to Congress on Protecting Americans’ Rights from Government AI Electronic Frontier Foundation Jun 2026 Access Now Joint statement on AI in warfare Access Now Jun 2026 Electronic Frontier Foundation California’s AB 412 Still Demands Developers Do The Impossible Electronic Frontier Foundation Jun 2026 Politico Europe OpenAI’s rogue models roamed the internet for 4 days and staged a second attack Politico Europe Jul 2026 Show 68 more →
Literature 74
AFMN Biomedicine REGULATION OF APPLIED ARTIFICIAL INTELLIGENCE IN BIOMEDICAL ENGINEERING AS A HIGH-RISK ARTIFICIAL INTELLIGENCE SYSTEM IN THE EU AI ACT AFMN Biomedicine Jul 2026 SCRIPTed A Journal of Law Technology & Society General-Purpose AI under the EU AI Act: A Conceptual Allocation of Duties across the Value Chain SCRIPTed A Journal of Law Technology & Society Jun 2026 FR Global Privacy Law Review The EU Artificial Intelligence (AI) Act: An Introduction Global Privacy Law Review Mar 2024 Journal of Data Protection Privacy The challenge of defining artificial intelligence in the EU AI Act Journal of Data Protection Privacy Dec 2023 Studies in Law and Justice The Path of Formulating the Basic Law of Artificial Intelligence in China — Analysis of the Desirability of the EU Artificial Intelligence Act Studies in Law and Justice Sep 2023 Journal of Data Protection Privacy Artificial intelligence in a privacy-concerned world: Automated decision-making and the GDPR Journal of Data Protection Privacy Sep 2020 i-lex Perspectives for Open Source AI i-lex Jul 2026 Ethics & bioethics The ethics of regulation: Social contract insights on the 2024 European Union Artificial Intelligence Act Ethics & bioethics Jul 2026 Fenerbahçe Üniversitesi Sosyal Bilimler Dergisi Dijital Çağda AB Yapay Zeka Yasası’nı (AI Act) Bekleyen Zorluklar Fenerbahçe Üniversitesi Sosyal Bilimler Dergisi Jun 2026 DONG-A LAW REVIEW A Comparative Analysis of Korea’s Framework Act on Artificial Intelligence and the EU AI Act from a Fundamental Rights Perspective DONG-A LAW REVIEW Feb 2026 Law and Economy Italy’s Artificial Intelligence Act and Global AI Governance: The EU Model’s Practice and Prospects Law and Economy Feb 2026 Journal Scientific and Applied Research HOW GDPR TREATS AUTOMATED DECISION-MAKING Journal Scientific and Applied Research Nov 2025 Analytical and Comparative Jurisprudence The Artificial Intelligence Act (AI Act) as the basis for legal regulation of artificial intelligence in the EU: review of the main provisions Analytical and Comparative Jurisprudence Jul 2025 AI and Ethics Eu regulatory ecosystem for ethical AI AI and Ethics Jun 2025 Athens Journal of Law Artificial Intelligence in Decision-making: A Test of Consistency between the “EU AI Act” and the “General Data Protection Regulation” Athens Journal of Law Jan 2025 SSRN Electronic Journal The EU Artificial Intelligence Act: Legal and Compliance Challenges for Multinational Banks SSRN Electronic Journal Jan 2025 SSRN Electronic Journal The First Global AI Treaty: Analyzing the Framework Convention on Artificial Intelligence and the Eu AI Act SSRN Electronic Journal Jan 2025 SSRN Electronic Journal Regulating General Purpose Artificial Intelligence (GPAI) within the EU AI Act: Challenges and Considerations SSRN Electronic Journal Jan 2025 SSRN Electronic Journal The EU Artificial Intelligence Act: An Introduction SSRN Electronic Journal Jan 2025 SSRN Electronic Journal EU Artificial Intelligence Act for Fintech and Finance SSRN Electronic Journal Jan 2025 Show 54 more →
Tools 2
Future of Life Institute EU AI Act Compliance Checker Future of Life Institute Jul 2026 Future of Life Institute EU AI Act Explorer Future of Life Institute Jul 2026