全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

AI Training with Personal Data on Social Media: Regulatory Response in Brazil and in the European Union

DOI: 10.4236/blr.2026.172028, PP. 523-545

Keywords: Data Protection, Privacy, Artificial Intelligence, Generative Artificial Intelligence, Social Media Platforms, GDPR, LGPD, EU AI Act

Full-Text   Cite this paper   Add to My Lib

Abstract:

The widespread use of personal data found in social media platforms for artificial intelligence (AI) training purposes raises significant legal concerns, particularly regarding data protection and privacy. This paper critically examines the legal boundaries and possibilities involved in the use of personal data extracted from social media platforms for AI training, with a focus on the Brazilian General Data Protection Law (LGPD) and the General Data Protection Regulation (GDPR). It investigates the legal foundations for processing such data through the analysis of concrete cases and the challenges arising from them, including the need to justify further processing of personal data, as well as the lawfulness of legal bases arising from this context. To this end, current industry practices, decisions from data protection authorities, and regulatory initiatives are examined, considering the approval and enforcement of the EU AI Act. As a result, the investigation unfolds that the current baseline for personal data protection presents significant gaps in light of the complexity of the digital context emerging around increasing adoption of AI. Therefore, it is proposed that legal guidelines must be established within robust AI governance, in line with technical solutions, to ensure that personal data processing for the purpose of generative AI training is compatible with data protection and privacy.

References

[1]  Autoridade Nacional de Prote??o de Dados (2024a). Voto n.o 11/2024/DIR-MW/CD. Processo n.o 00261.004509/2024-36. Medida preventiva para evitar dano grave e irreparável ou de difícil repara??o.
https://www.gov.br/anpd/pt-br/assuntos/noticias/anpd-determina-suspensao-cautelar-do-tratamento-de-dados-pessoais-para-treinamento-da-ia-da-meta/SEI_0130047_Voto_11.pdf
[2]  Autoridade Nacional de Prote??o de Dados (2024b). Despacho decisório n. o 23/2024/DIR-JR/CD. Processo n.o 00261.005116/2024-40.
https://www.gov.br/anpd/pt-br/assuntos/noticias/SEI_0161130_Despacho_Decisorio_29.pdf
[3]  Autoridade Nacional de Prote??o de Dados (2024c). Voto n. o no 29/2024/FIS/CGF. Processo n.o 00216.004529/2024-36. Medida preventiva. Pedido de reconsidera??o com efeito suspensivo.
https://www.gov.br/anpd/pt-br/assuntos/deliberacoes-do-conselho-diretor-1/circuitos-deliberativos-2024/cd-18-2024-votos.pdf
[4]  Autoridade Nacional de Prote??o de Dados (2024d). Guia orientativo: Hipóteses legais de tratamento de dados pessoais—Legítimo interesse.
https://www.gov.br/anpd/pt-br/centrais-de-conteudo/materiais-educativos-e-publicacoes/guia_legitimo_interesse.pdf
[5]  Bray, O. (2024). X Suspends Personal Data Training of AI Chatbot Grok Following Irish DPC Pressure. RPC.
https://www.rpclegal.com/snapshots/data-protection/autumn-2024/x-suspends-training-of-ai-chatbot-grok-following-irish-dpc-pressure/
[6]  Brazil (2018). Law No. 13.709.
https://www.planalto.gov.br/ccivil_03/_ato2015-2018/2018/lei/l13709.htm
[7]  Brazil (2023). PL 2338/2023.
https://www.camara.leg.br/proposicoesWeb/fichadetramitacao?idProposicao=2487262
[8]  Causin, J. (2024). X muda regras para usar dados de usuários no treinamento de IA e compartilhar com terceiros. O Globo.
https://oglobo.globo.com/economia/tecnologia/noticia/2024/10/18/x-muda-regras-para-usar-dados-de-usuarios-no-treinamento-de-ia-e-compartilhar-com-terceiros.ghtml
[9]  Commission Nationale Informatique & Libertés CNIL (2026a). The Legal Basis of Legitimate Interests: Focus Sheet on Measures to Implement in Case of Data Collection by Web Scraping.
https://www.cnil.fr/en/legal-basis-legitimate-interests-focus-sheet-measures-implement-case-data-collection-web-scraping
[10]  Commission Nationale Informatique & Libertés CNIL (2026b). The AI System Development: CNIL’s Recommendations to Comply with the GDPR.
https://www.cnil.fr/en/ai-system-development-cnils-recommendations-comply-gdpr
[11]  Data Protection Commission (2024a). The DPC Welcomes X’s Agreement to Suspend Its Processing of Personal Data for the Purpose of Training AI Tool “Grok”.
https://www.dataprotection.ie/en/news-media/press-releases/dpc-welcomes-xs-agreement-suspend-its-processing-personal-data-purpose-training-ai-tool-grok
[12]  Data Protection Commission (2024b). Data Protection Commission Welcomes Conclusion of Proceedings Relating to X’s AI Tool “Grok”.
https://www.dataprotection.ie/en/news-media/press-releases/data-protection-commission-welcomes-conclusion-proceedings-relating-xs-ai-tool-grok
[13]  Data Protection Commission (2025). Data Protection Commission Announces Commencement of Inquiry into X Internet Unlimited Company (XIUC).
https://www.dataprotection.ie/en/news-media/latest-news/data-protection-commission-announces-commencement-inquiry-x-internet-unlimited-company-xiuc
[14]  Digital Policy Alert (2024). Netherlands: Announced AP Guidelines for Scraping by Private Individuals and Private Organisations.
https://digitalpolicyalert.org/event/19595-announced-ap-guidelines-for-government-scraping
[15]  Eidgen?ssischer Datenschutz und ?ffentlichkeitsbeauftragter (2025). Conclusion of Preliminary Investigation X Formerly Twitter: Use of Personal Data for Training the AI Grok.
https://www.edoeb.admin.ch/en/conclusion-investigation-x-grok
[16]  European Commission (2018). Article 29 Data Protection Working Party. Guidelines on Consent under Regulation 2016/679.
https://ec.europa.eu/newsroom/article29/items/623051
[17]  European Commission (2025). The General-Purpose AI Code of Practice.
https://digital-strategy.ec.europa.eu/en/policies/contents-code-gpai
[18]  European Council (2026). Artificial Intelligence: Council and Parliament Agree to Simplify and Streamline Rules.
https://www.consilium.europa.eu/en/press/press-releases/2026/05/07/artificial-intelligence-council-and-parliament-agree-to-simplify-and-streamline-rules/
[19]  European Data Protection Board (2024). Opinion 28/2024 on Certain Data Protection Aspects Related to the Processing of Personal Data in the Context of AI Models.
https://www.edpb.europa.eu/system/files/2024-12/edpb_opinion_202428_ai-models_en.pdf
[20]  European Union (2016). Regulation (EU) 2016/679. General Data Protection Regulation.
https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32016R0679
[21]  European Union (2024). Regulation (EU) 2024/1689. Artificial Intelligence Act.
https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=OJ:L_202401689
[22]  Hacker, P., & Holweg, M. (2025) The Regulation of Fine-Tuning: Federated Compliance for Modified General-Purpose AI Models. SSRN.
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5289125
[23]  IAPP (2025). AI Governance Profession Report.
https://iapp.org/media/pdf/resource_center/ai_governance_profession_report_2025.pdf
[24]  LinkedIn (2024). Updates to LinkedIn’s Terms of Service.
https://www.linkedin.com/blog/member/platform-information/updates-to-our-terms-of-service-2024
[25]  LinkedIn (2025a). LinkedIn and Generative AI (GAI) FAQs.
https://www.linkedin.com/help/linkedin/answer/a5538339#:~:text=As%20with%20most%20features%20on,services%20(see%20Section%202)
[26]  LinkedIn (2025b). Privacy Policy Effective November 3, 2025.
https://www.linkedin.com/legal/privacy-policy
[27]  LinkedIn (2025c). Control Whether LinkedIn Uses Your Data to Train Generative AI Models That Are Used for Content Creation on LinkedIn.
https://www.linkedin.com/help/linkedin/answer/a6278444
[28]  McMahon, L. (2025). Hundreds of Thousands of Grok Chats Exposed in Google Results. BBC.
https://www.bbc.com/news/articles/cdrkmk00jy0o
[29]  Meta (2024a). What Is the Privacy Policy and What Does It Cover? Effective November 14, 2024.
https://www.facebook.com/privacy/policy/version/8810742435690564/
[30]  Meta (2024b). What Is the Privacy Policy and What Does It Cover? Effective July 9, 2024.
https://www.facebook.com/privacy/policy/version/8002516216460537/
[31]  Meta (2025). How Meta Uses Information for Generative AI Models and Features.
https://www.facebook.com/privacy/genai
[32]  Milmo, D. (2024). Elon Musk’s X under Pressure from Regulators over Data Harvesting for Grok AI. The Guardian.
https://www.theguardian.com/technology/article/2024/jul/26/elon-musks-x-under-pressure-from-regulators-over-data-harvesting-for-grok-ai
[33]  Nyob (2024a). Noyb Urges 11 DPAs to Immediately Stop Meta’s Abuse of Personal Data for AI.
https://noyb.eu/en/noyb-urges-11-dpas-immediately-stop-metas-abuse-personal-data-ai
[34]  Nyob (2024b). Twitter’s AI Plans Hit with 9 More GDPR Complaints.
https://noyb.eu/en/twitters-ai-plans-hit-9-more-gdpr-complaints
[35]  Nyob (2024c). Case C081-11. Complaint against Meta Platforms Ireland Limited.
https://noyb.eu/files/meta_ai/complaint_ie.pdf
[36]  Nyob (2024d). Case C087-06. Complaint against Twitter International Unlimited Company.
https://noyb.eu/sites/default/files/2024-08/IE_Twitter_AI_bk.pdf
[37]  Nyob (2025). Nyob Sends Meta “Cease and Desist” Letter over AI Training. European Class Action as Potential Next Step.
https://noyb.eu/en/noyb-sends-meta-cease-and-desist-letter-over-ai-training-european-class-action-potential-next-step
[38]  Passarella, E. (2024). Elon Musk Asked People to Upload Their Health Data. X Users Obliged. The New York Times.
https://www.nytimes.com/2024/11/18/well/x-grok-health-privacy.html
[39]  Solove, D. J. (2024). Artificial Intelligence and Privacy. SSRN Electronic Journal.
https://doi.org/10.2139/ssrn.4713111
[40]  Twitter (2020). Privacy Policy Effective January 1st, 2020.
https://x.com/pt/privacy/previous/version_15
[41]  X (2024). Privacy Policy Effective November 15, 2024.
https://x.com/en/privacy

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133