Formulating a Responsive Regulatory Architecture for Artificial Intelligence Misuse: A Comparative Legal Politics Study of Indonesia and the Netherlands
Abstract
Introduction: The rapid development of Artificial Intelligence (AI) has created complex legal challenges involving privacy, reputation, accountability, digital evidence, and legal certainty. Indonesia and the Netherlands provide relevant comparative contexts because both are rooted in civil law traditions but demonstrate different approaches to AI governance.
Purposes of the Research: This study aims to analyze the legal politics and regulatory configuration governing AI misuse in Indonesia and the Netherlands, identify Indonesia’s regulatory gaps, and formulate a context-specific reform model based on relevant Dutch practices.
Methods of the Research: This study employs normative legal research using comparative and conceptual approaches. Primary legal materials include Indonesian legislation, the EU Artificial Intelligence Act, the General Data Protection Regulation, Dutch criminal law, and relevant jurisprudence. The materials are analyzed qualitatively through deductive and prescriptive-comparative reasoning using legal politics, responsive law, risk-based regulation, and human-centric AI governance as analytical frameworks.
Results Main Findings of the Research: The findings indicate that Indonesia has a predominantly development-oriented and fragmented regulatory configuration, relying on general and sectoral instruments, while the Netherlands demonstrates a more rights-centred, risk-based, and institutionally coordinated framework. Three gaps are identified in Indonesia: substantive AI-specific norms, institutional oversight, and procedural mechanisms for AI-related evidence and enforcement. This study proposes a Three-Tier Regulatory Architecture comprising AI-specific legislation as a substantive lex specialis, an AI supervisory authority, and adaptive enforcement and evidentiary mechanisms. The model provides a pathway for shifting Indonesia from reactive regulation toward responsive and anticipatory AI governance while maintaining legal certainty, rights protection, and regulatory proportionality.
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References
Abdullah, Muhammad, Muhammad Munib Nawaz, Bilal Saleem, Maila Zahra, Effa binte Ashfaq, and Zia Muhammad. “Evolution Cybercrime—Key Trends, Cybersecurity Threats, and Mitigation Strategies from Historical Data.” Analytics 4, no. 3 (2025): 25. https://doi.org/10.3390/analytics4030025.
Abraham, Chippy. “Automated Justice and the Performance of Law: Kafka’s The Trial in the Age of Algorithmic Governance.” Law, Culture and the Humanities, July 7, 2025. https://doi.org/10.1177/17438721251351015.
Afisa, Afisa, Zuly Qodir, Akhmad Habibullah, and Unggul Sugiharto. “Analysis of the ITE Law on Digital Rights and Democratic Values in Indonesia.” The Journal of Society and Media 8, no. 2 (2024): 424–44. https://doi.org/10.26740/jsm.v8n2.p424-444.
Ahmad Zumar Syafiq, and Suparnyo. “Implementation of the Principles of Legal Certainty and the Principles of Justice towards Tax Amnesty II Policy on Voluntary Tax Disclosure.” Journal of Law, Politic and Humanities 5, no. 2 (2025): 1328–38. https://doi.org/10.38035/jlph.v5i2.1309.
Al-Dulaimi, Ahmed Oudah Mohammed, and Mohammed Abd-Al Wahab Mohammed. “Legal Responsibility for Errors Caused by Artificial Intelligence (AI) in the Public Sector.” International Journal of Law and Management, March 5, 2025. https://doi.org/10.1108/IJLMA-08-2024-0295.
Alfikri, Ahmad Faiz Shobir, and Maziya Rahma Wahda. “Compilation of Islamic Law: The Face of Responsive Legal Products as the Accommodative Politics of the New Order Government.” Recht Studiosum Law Review 4, no. 1 (2025): 1–11. https://doi.org/10.32734/rslr.v4i1.18591.
Amoroso, Daniele, and Benedetta Giordano. “Who Is to Blame for Autonomous Weapons Systems’ Misdoings?” In Use and Misuse of New Technologies, edited by Elena Carpanelli and Nicole Lazzerini, 211–32. Cham: Springer International Publishing, 2019. https://doi.org/10.1007/978-3-030-05648-3_11.
Asa, Agam Ibnu, Misnal Munir, and Rr. Siti Murti Ningsih. “Nonet And Selznick’s Responsive Law Concept In A Historical Philosophy Perspective.” CREPIDO 3, no. 2 (2021): 96–109. https://doi.org/10.14710/crepido.3.2.96-109.
Asri, Dyah Permata Budi, Irmanjaya Thaher, and Riya Widayanti. “Artificial Intelligence, Legal Culture, and the Indonesian Formal Legal System: Negotiating Norms in The Regulation of Emerging Technologies.” Journal of Cultural Analysis and Social Change 10, no. 3 (2025): 457–68. https://doi.org/10.64753/jcasc.v10i3.2439.
Balcerzak, Michał. “Implications of the United Nations Human Rights Standards for the Development of Artificial Intelligence.” In Artificial Intelligence and International Human Rights Law, 6–24. Cheltenham: Edward Elgar Publishing, 2024. https://doi.org/10.4337/9781035337934.00008.
Barkāne, Irēna, Celia Fernández Aller, Evelyne A. Tauchnitz, Iva Ramuš Cvetkovič, Manja Skočir, and Aleš Završnik. “Integrating Ethical Principles and Human Rights Based Approach in the EU Artificial Intelligence Act and the Council of Europe Convention on Artificial Intelligence: Interplay of Ethics and Law in the AI Regulation Debate.” Journal of the University of Latvia. Law, no. 19 (2025): 43–59. https://doi.org/10.22364/jull.19.03.
Cantero Gamito, Marta, and Christopher T Marsden. “Artificial Intelligence Co-Regulation? The Role of Standards in the EU AI Act.” International Journal of Law and Information Technology 32 (2024). https://doi.org/10.1093/ijlit/eaae011.
Cantik, Dhea, and Adhining Prabawati Rahmahani. “The Urgency of Establishing a Supervisory Agency for the Implementation of Personal Data Protection in the Implementation of the Personal Data Protection Law.” International Journal of Science and Environment (IJSE) 6, no. 1 (2026): 300–308. https://doi.org/10.51601/ijse.v6i1.332.
Castro, Henrique A. “Institutions Are Not Rules: Realigning the Ontology Behind Theories of Change.” Political Studies 72, no. 4 (2024): 1512–33. https://doi.org/10.1177/00323217231179551.
Chamberlain, Johanna. “The Risk-Based Approach of the European Union’s Proposed Artificial Intelligence Regulation: Some Comments from a Tort Law Perspective.” European Journal of Risk Regulation 14, no. 1 (2023): 1–13. https://doi.org/10.1017/err.2022.38.
D’Anna, Tommaso, Maria Puntarello, Giovanni Cannella, Giovanni Scalzo, Roberto Buscemi, Stefania Zerbo, and Antonina Argo. “The Chain of Custody in the Era of Modern Forensics: From the Classic Procedures for Gathering Evidence to the New Challenges Related to Digital Data.” Healthcare 11, no. 5 (2023): 634. https://doi.org/10.3390/healthcare11050634.
Dunlop, Claire A., and Claudio M. Radaelli. “Better Regulation in the European Union.” In Innovation and Regulatory Agencies, 303–13. Cheltenham: Edward Elgar Publishing, 2022. https://doi.org/10.4337/9781839108990.00031.
Ebers, Martin. “Truly Risk-Based Regulation of Artificial Intelligence How to Implement the EU’s AI Act.” European Journal of Risk Regulation 16, no. 2 (2025): 684–703. https://doi.org/10.1017/err.2024.78.
Faisal, Kamrul. “Controller Responsibilities in AI-Driven Processing of Vulnerable Data Subjects: A Legal Framework for Risk Mitigation, Proportionality, and Compliance.” AI and Ethics 6, no. 1 (2026): 92. https://doi.org/10.1007/s43681-025-00899-y.
Fikri, Abidin, and Tina Amelia. “Indonesia’s Legal Policy on Protecting Personal Data from Artificial Intelligence Abuse.” Edited by Y. Jusman, D. Mutiarin, A. Paksie, E. Saptutyningsih, S. Pau Loke, A. Khaliq, A.R. Ridzuan, and C.B. Tenorio. SHS Web of Conferences 204 (2024): 1–11. https://doi.org/10.1051/shsconf/202420407002.
Flora, Henny Saida, Mac Thi Hoai Thuong, and Ratna Deliana Erawati. “The Orientation and Implications of New Criminal Code: An Analysis of Lawrence Friedman’s Legal System.” Jurnal IUS Kajian Hukum Dan Keadilan 11, no. 1 (2023): 113–25. https://doi.org/10.29303/ius.v11i1.1169.
Flynn, Asher, Anastasia Powell, Asia Eaton, and Adrian J. Scott. “Sexualized Deepfake Abuse: Perpetrator and Victim Perspectives on the Motivations and Forms of Non-Consensually Created and Shared Sexualized Deepfake Imagery.” Journal of Interpersonal Violence, September 9, 2025, 1–35. https://doi.org/10.1177/08862605251368834.
Fraser, Henry, and José-Miguel Bello y Villarino. “Acceptable Risks in Europe’s Proposed AI Act: Reasonableness and Other Principles for Deciding How Much Risk Management Is Enough.” European Journal of Risk Regulation 15, no. 2 (2024): 431–46. https://doi.org/10.1017/err.2023.57.
Galandarli, Arzu. “Mitigating AI Risks: A Comparative Analysis of Data Protection Impact Assessments under GDPR and KVKK.” Journal of Data Protection & Privacy 7, no. 3 (2025): 252–73. https://doi.org/10.69554/ATTT2755.
Ghiurău, David, and Daniela Elena Popescu. “Distinguishing Reality from AI: Approaches for Detecting Synthetic Content.” Computers 14, no. 1 (2024): 1–33. https://doi.org/10.3390/computers14010001.
Haitsma, Lucas M. “Addressing Discrimination in Algorithmic Profiling: Examining Risk Governance in Dutch Public Social Security Agencies.” European Journal of Social Security 27, no. 2 (2025): 191–212. https://doi.org/10.1177/13882627251351093.
Hamon, Ronan, Henrik Junklewitz, Ignacio Sanchez, Gianclaudio Malgieri, and Paul De Hert. “Bridging the Gap Between AI and Explainability in the GDPR: Towards Trustworthiness-by-Design in Automated Decision-Making.” IEEE Computational Intelligence Magazine 17, no. 1 (2022): 72–85. https://doi.org/10.1109/MCI.2021.3129960.
Hasan, Zulfikar, and Diska Sendi Marisna. “Artificial Intelligence: Making Crime Easier in the World of Finance?” AL-ARBAH: Journal of Islamic Finance and Banking 6, no. 2 (2024): 223–56. https://doi.org/10.21580/al-arbah.2024.6.2.22187.
Heijden, Jeroen van der. “Responsive Regulation in the Context of Environmental Regulation.” In Research Handbook on Environmental Regulation, 51–62. Cheltenham: Edward Elgar Publishing, 2026. https://doi.org/10.4337/9781789903362.00010.
Hermawan, Tony. “Dokter Spesialis Ortopedi Hingga Para Perempuan Menjadi Korban Deepfake Video Maupun Foto,” February 21, 2026. https://surabaya.tribunnews.com/jawa-timur/1931843/dokter-spesialis-ortopedi-hingga-para-perempuan-menjadi-korban-deepfake-video-maupun-foto#google_vignette.
Idrizi, Hysmir. Artificial Intelligence in Legal Systems. Edited by Eriona Çela, Narasimha Rao Vajjhala, and Behrouz Aslani. Boca Raton: Chapman and Hall/CRC, 2025. https://doi.org/10.1201/9781003541899.
Joel Frenette. “Ensuring Human Oversight in High-Performance AI Systems: A Framework for Control and Accountability".” World Journal of Advanced Research and Reviews 20, no. 2 (2023): 1507–16. https://doi.org/10.30574/wjarr.2023.20.2.2194.
Korff, Douwe. “First Do No Harm: The Potential of Harm Being Caused to Fundamental Rights and Freedoms by State Cybersecurity Interventions.” In Research Handbook on Human Rights and Digital Technology, 126–65. Cheltenham: Edward Elgar Publishing, 2025. https://doi.org/10.4337/9781035308514.00015.
Le, Thuy Dung, and Nicola Döring. “Perspectives on Non-Consensual Deepfake Pornography: A Content Analysis of Reddit Discussions Initiated by Perpetrators, Victims, and Bystanders.” Sexuality & Culture, March 4, 2026, 1–25. https://doi.org/10.1007/s12119-026-10566-x.
Li, Zhi, and Wenxiang Zhang. “Technology in Education: Addressing Legal and Governance Challenges in the Digital Era.” Education and Information Technologies 30, no. 7 (2025): 8413–43. https://doi.org/10.1007/s10639-024-13036-9.
Lim, CL, and Ryan Martínez Mitchell. “Neutral Rights And Collective Countermeasures For Erga Omnes Violations.” International and Comparative Law Quarterly 72, no. 2 (2023): 361–91. https://doi.org/10.1017/S0020589323000076.
Lin, Leo S. F. “Organisational Challenges in US Law Enforcement’s Response to AI-Driven Cybercrime and Deepfake Fraud.” Laws 14, no. 4 (2025): 46. https://doi.org/10.3390/laws14040046.
Lund, Brady, Zeynep Orhan, Nishith Reddy Mannuru, Ravi Varma Kumar Bevara, Brett Porter, Meka Kasi Vinaih, and Padmapadanand Bhaskara. “Standards, Frameworks, and Legislation for Artificial Intelligence (AI) Transparency.” AI and Ethics 5, no. 4 (2025): 3639–55. https://doi.org/10.1007/s43681-025-00661-4.
Maskanah, Ummi. “Artificial Intelligence in Civil Justice: Comparative Legal Analysis and Practical Frameworks for Indonesia.” Jambura Law Review 7, no. 1 (2025): 225–42. https://doi.org/10.33756/jlr.v7i1.27786.
Mishra, Aman Kumar, Amit Kumar Tyagi, Sathian Dananjayan, Anand Rajavat, Hitesh Rawat, and Anjali Rawat. “Revolutionizing Government Operations.” In Conversational Artificial Intelligence, edited by Romil Rawat, 607–34. Wiley, 2024. https://doi.org/10.1002/9781394200801.ch34.
Mohieldin, Mahmoud, Maria Alejandra Gonzalez-Perez, and Mohamed Zahran. “The Double-Edged Sword: AI’s Promise and Threat in Addressing Societal Challenges.” In AI-Powered Sustainable Business, 19–40. Cham: Palgrave Macmillan, 2025. https://doi.org/10.1007/978-3-031-93357-8_2.
Nieuwenhuizen, Esther. “Algorithm Registers: A Box-Ticking Exercise or Meaningful Tool for Transparency?” Information Polity 29, no. 4 (2024): 415–33. https://doi.org/10.1177/15701255241297107.
Pech, Laurent. “The Rule of Law as a Well-Established and Well-Defined Principle of EU Law.” Hague Journal on the Rule of Law 14, no. 2–3 (2022): 107–38. https://doi.org/10.1007/s40803-022-00176-8.
Popa, Diana Mariana. “Frontrunner Model for Responsible AI Governance in the Public Sector: The Dutch Perspective.” AI and Ethics 5, no. 3 (2025): 2789–99. https://doi.org/10.1007/s43681-024-00596-2.
Rachovitsa, Adamantia, and Niclas Johann. “The Human Rights Implications of the Use of AI in the Digital Welfare State: Lessons Learned from the Dutch SyRI Case.” Human Rights Law Review 22, no. 2 (2022): 1–15. https://doi.org/10.1093/hrlr/ngac010.
Rangone, Nicoletta, and Luca Megale. “Risks Without Rights? The EU AI Act’s Approach to AI in Law and Rule-Making.” European Journal of Risk Regulation 16, no. 3 (2025): 1082–97. https://doi.org/10.1017/err.2025.13.
Revolusi, Prabu, and Radians Krisna Febriandy. “Developing AI Regulations in Indonesia: Policy Recommendations Based on Comparative Policy Analysis from the European Union, the United States, and Singapore.” Jurnal Indonesia : Manajemen Informatika Dan Komunikasi 6, no. 2 (2025): 1035–49. https://doi.org/10.63447/jimik.v6i2.1380.
Sanderson, Conrad, David Douglas, Qinghua Lu, Emma Schleiger, Jon Whittle, Justine Lacey, Glenn Newnham, Stefan Hajkowicz, Cathy Robinson, and David Hansen. “AI Ethics Principles in Practice: Perspectives of Designers and Developers.” IEEE Transactions on Technology and Society 4, no. 2 (2023): 171–87. https://doi.org/10.1109/TTS.2023.3257303.
Sedeeq, Farman Saeed, and Percem Arman. “Human-Centric AI Governance: An Adaptive Public International Law Framework for Ethical and Inclusive AI Regulation in Public Health.” Journal of Law, Medicine & Ethics 53, no. 4 (2025): 563–74. https://doi.org/10.1017/jme.2025.10175.
Shaelou, Stéphanie Laulhé, and Yulia Razmetaeva. “Challenges to Fundamental Human Rights in the Age of Artificial Intelligence Systems: Shaping the Digital Legal Order While Upholding Rule of Law Principles and European Values.” ERA Forum 24, no. 4 (2023): 567–87. https://doi.org/10.1007/s12027-023-00777-2.
Sigfrids, Anton, Jaana Leikas, Henrikki Salo-Pöntinen, and Emmi Koskimies. “Human-Centricity in AI Governance: A Systemic Approach.” Frontiers in Artificial Intelligence 6 (2023): 1–9. https://doi.org/10.3389/frai.2023.976887.
Thalpage, Nipuna. “Unlocking the Black Box: Explainable Artificial Intelligence (XAI) for Trust and Transparency in AI Systems.” Journal of Digital Art & Humanities 4, no. 1 (2023): 31–36. https://doi.org/10.33847/2712-8148.4.1_4.
Truby, Jon, Rafael Dean Brown, Imad Antoine Ibrahim, and Oriol Caudevilla Parellada. “A Sandbox Approach to Regulating High-Risk Artificial Intelligence Applications.” European Journal of Risk Regulation 13, no. 2 (2022): 270–94. https://doi.org/10.1017/err.2021.52.
Valencia-Gálvez, Lorena, Sonia Romero-Pérez, Juan Carlos Ruiz-Flores, and Carlos Andrade-Guzmán. The Routledge International Handbook of Social Work Teaching. Edited by Jarosław Przeperski and Rajendra Baikady. London: Routledge, 2024. https://doi.org/10.4324/9781003422402.
Wieringa, Maranke. “‘Hey SyRI, Tell Me about Algorithmic Accountability’: Lessons from a Landmark Case.” Data & Policy 5 (2023): 1–24. https://doi.org/10.1017/dap.2022.39.
Yu, Shasha, and Fiona Carroll. “Implications of AI in National Security: Understanding the Security Issues and Ethical Challenges.” In Artificial Intelligence in Cyber Security: Impact and Implications, edited by Reza Montasari and Hamid Jahankhani, 157–75. Cham: Springer, 2021. https://doi.org/10.1007/978-3-030-88040-8_6.
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