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MR-039 Data, privacy & content liability Both scope

Intellectual property and copyright infringement

The system reproduces copyrighted/trademarked work or misappropriates creators' output, exposing the deployer to IP infringement claims.

Risk family
Data, privacy & content liability
MIT domain
6. Socioeconomic and Environmental
MIT subdomain
6.3 > Economic and cultural devaluation of human effort
AI type
GPAI
Scope
Both
Source standard
MIT AI Risk Repository v4

Provenance

Source standard
MIT AI Risk Repository v4
MIT source entries
31 entries across 19 papers
  • Abercrombie2024A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms58.01.03 58.07.10
  • Bengio2024International Scientific Report on the Safety of Advanced AI49.03.06
  • Bengio2025International AI Safety Report 202560.03.06
  • Cui2024Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems02.03.02
  • Cunha2023Navigating the Landscape of AI Ethics and Responsibility03.03.00
  • EPIC2023Generating Harms - Generative AI's impact and paths forwards31.05.00 31.07.03
  • G'sell2024Regulating under Uncertainty: Governance Options for Generative AI47.03.00 47.03.03 47.03.05
  • Ghosh2024AILUMINATE: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons57.02.01
  • GOS2023Future Risks of Frontier AI56.07.00
  • Hagendorff2024Mapping the Ethics of Generative AI: A Comprehensive Scoping Review05.16.00
  • IBM2025AI Risk Atlas65.05.00 65.05.01 65.12.00 65.16.00 65.16.01 65.21.03
  • Li2025A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents66.04.03 66.07.05
  • Marchal2024Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data64.02.02
  • Nah2023Generative AI and ChatGPT: Applications, Challenges, and AI-Human Collaboration33.03.00 33.03.01 33.04.02
  • Sherman2023AI Risk Profiles: A Standards Proposal for Pre-Deployment AI Risk Disclosures12.02.00
  • Vidgen2024Introducing v0.5 of the AI Safety Benchmark from MLCommons23.10.00
  • Weidinger2021Ethical and social risks of harm from language models17.06.03
  • Weidinger2022Taxonomy of Risks posed by Language Models16.06.03
  • Weidinger2023Sociotechnical Safety Evaluation of Generative AI Systems18.06.04

Ev IDs of the entries consolidated into this risk in the MIT AI Risk Repository (V4); the source sheet row appears on hover.

ISO/IEC references
23894 obj A.8; src 6; mech B.5 | 42001 ctrl A.7.3, A.7.5
EU AI Act articles
Art. 53 (provider)
GPAI Code of Practice
Copyright Ch. Commitment 1

Framework crosswalk

Every framework item mapped to this risk. Items marked partial overlap only in part; definitions appear on hover where the source licence permits.

Sourcesframeworks that contributed to the register
1
  • A.8 ISO/IEC 23894 Annex A A.8
2
  • A.7.3 ISO/IEC 42001 Annex A A.7.3
  • A.7.5 ISO/IEC 42001 Annex A A.7.5
2
  • Art. 53 (provider)
  • CoP Copyright Ch. Commitment 1
Cross-checksframeworks mapped in to test coverage
3
  • ibm-copyright-infringement Copyright infringement
  • ibm-data-usage-rights-restrictions Data usage rights restrictions
  • ibm-generated-content-ownership-and-ip Generated content ownership and IP
1
  • AISubtech-15.1.23 Intellectual Property Compromise: Intellectual Property Infringement
1
  • GENAI.10 Intellectual Property

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Part of the Deployer AI Risk Register, an open-source resource powered by MindXO. Version 1.0, 3 July 2026. Derived from the MIT AI Risk Repository (V4, December 2025) under CC BY 4.0; an independent derivative work, not endorsed by or affiliated with MIT. Sub-risk decomposition references MITRE ATLAS™ v5.6.0 (© 2021-2026 The MITRE Corporation, reproduced and distributed with permission). ISO/IEC and EU AI Act references are by number only. License: CC BY 4.0. Full attribution and licensing.