Artificial Intelligence and Legal Reform in Developing Countries: Advancing Ethical, Rights-Based, and Accountable Digital Governance
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Abstract
The appreciation and speed of technological development and deployment in artificial intelligence (AI) bring enormous risks and opportunities to the developing world. Developing countries are likely to have less vested systems of regulation which risk ethical liability, legal liability, and social inclusion. This article presents an interdisciplinary legal framework for AI regulation for developing countries for the responsible deployment of AI vis-a-vis innovation relative to fundamental human rights and ethical safeguards. Using a huge trove of scholarly articles, policy documents, and case studies dating from 2017 to 2025 from journals such as Springer, IEEE Access, Wiley, MDPI, and ACM, this research synthesizes interdisciplinary lessons in computer science, law, ethics, and social sciences. The review of the troves of data highlighted important aspects of regulation, risk management, and governance principles towards AI regulations in emerging economies. The model proposed in this paper includes a mandatory assessment process for AI, deal with standards for algorithmic explain ability, autonomous regulatory agencies, sectoral risks, principle of inclusive design, public education in digital literacy, and strong protections for human rights. Developing countries require a rights-based, multi-stakeholder regulatory approach that addresses the technical, ethical, and legal complexities of AI. Implementing such a framework will promote equitable AI innovation while safeguarding human rights and fostering sustainable development.
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References
N. R. Adams, "South African company law in the fourth industrial revolution: Does artificial intelligence create a need for legal reform?," 2021. [Online]. Available: https://dx.doi.org/10.2139/ssrn.4052285
A. Atabekov, "Artificial intelligence in contemporary societies: legal status and definition, implementation in public sector across various countries," Social Sciences, vol. 12, no. 3, p. 178, 2023. [Online]. Available: https://doi.org/10.3390/socsci12030178
K. Atkinson, T. Bench-Capon, and D. Bollegala, "Explanation in AI and law: Past, present and future," Artificial Intelligence, vol. 289, p. 103387, 2020. [Online]. Available: https://doi.org/10.1016/j.artint.2020.103387
C. Brooks, C. Gherhes, and T. Vorley, "Artificial intelligence in the legal sector: pressures and challenges of transformation," Cambridge Journal of Regions, Economy and Society, vol. 13, no. 1, pp. 135–152, 2020. [Online]. Available: https://doi.org/10.1093/cjres/rsz026
G. Buchholtz, "Artificial Intelligence and Legal Tech: Challenges to the Rule of Law," in Regulating Artificial Intelligence, T. Wischmeyer and T. Rademacher, Eds. Cham: Springer, 2020. [Online]. Available: https://doi.org/10.1007/978-3-030-32361-5_8
J. J. Cañas, "AI and ethics when human beings collaborate with AI agents," Frontiers in Psychology, vol. 13, p. 836650, 2022. [Online]. Available: https://doi.org/10.3389/fpsyg.2022.836650
M. R. Carrillo, "Artificial intelligence: From ethics to law," Telecommunications Policy, vol. 44, no. 6, p. 101937, 2020. [Online]. Available: https://doi.org/10.1016/j.telpol.2020.101937
C. Cath, "Governing artificial intelligence: ethical, legal and technical opportunities and challenges," Philos. Trans. R. Soc. A, vol. 376, no. 2133, p. 20180080, 2018. [Online]. Available: https://doi.org/10.1098/rsta.2018.0080
F. Cloete, "Governing Artificial Intelligence (AI) and Other Technologies in the Digital Era," Administratio Publica, vol. 32, no. 1, pp. 1–30, 2024. [Online]. Available: https://hdl.handle.net/10520/ejc-adminpub_v32_n1_a3
P. G. R. de Almeida, C. D. dos Santos, and J. S. Farias, "Artificial Intelligence Regulation: a framework for governance," Ethics Inf Technol, vol. 23, pp. 505–525, 2021. [Online]. Available: https://doi.org/10.1007/s10676-021-09593-z
F. Doshi-Velez et al., "Accountability of AI under the law: The role of explanation," arXiv preprint, arXiv:1711.01134, 2017. [Online]. Available: https://doi.org/10.48550/arXiv.1711.01134
K. Elliott, R. Price, P. Shaw, et al., "Towards an Equitable Digital Society: Artificial Intelligence (AI) and Corporate Digital Responsibility (CDR)," Soc, vol. 58, pp. 179–188, 2021. [Online]. Available: https://doi.org/10.1007/s12115-021-00594-8
O. J. Erdélyi and J. Goldsmith, "Regulating artificial intelligence: Proposal for a global solution," in Proc. 2018 AAAI/ACM Conf. AI, Ethics, and Society, pp. 95–101, Dec. 2018. [Online]. Available: https://doi.org/10.1145/3278721.3278731
J. S. Gordon, "AI and law: ethical, legal, and socio-political implications," AI & Society, vol. 36, pp. 403–404, 2021. [Online]. Available: https://doi.org/10.1007/s00146-021-01194-0
S. Greenstein, "Preserving the rule of law in the era of artificial intelligence (AI)," Artif. Intell. Law, vol. 30, pp. 291–323, 2022. [Online]. Available: https://doi.org/10.1007/s10506-021-09294-4
T. Hagendorff, "The Ethics of AI Ethics: An Evaluation of Guidelines," Minds & Machines, vol. 30, pp. 99–120, 2020. [Online]. Available: https://doi.org/10.1007/s11023-020-09517-8
E. Hickman and M. Petrin, "Trustworthy AI and Corporate Governance: The EU’s Ethics Guidelines for Trustworthy Artificial Intelligence from a Company Law Perspective," Eur. Bus. Org. Law Rev., vol. 22, pp. 593–625, 2021. [Online]. Available: https://doi.org/10.1007/s40804-021-00224-0
R. Isman, A. I. Hambali, and A. B. Eldeen, "Transcendental Law and Legal Reform in the Digital Era," in AI in Business: Opportunities and Limitations, R. Khamis and A. Buallay, Eds. Cham: Springer, 2024. [Online]. Available: https://doi.org/10.1007/978-3-031-49544-1_44
J. Junaidi, P. Pujiono, and R. M. Fadzil, "Legal Reform of Artificial Intelligence's Liability to Personal Data Perspectives of Progressive Legal Theory," J. Law Legal Reform, vol. 5, no. 2, 2024. [Online]. Available: https://doi.org/10.15294/jllr.vol5i2.3437
R. Justo-Hanani, "The politics of Artificial Intelligence regulation and governance reform in the European Union," Policy Sci., vol. 55, pp. 137–159, 2022. [Online]. Available: https://doi.org/10.1007/s11077-022-09452-8
C. Magnusson Sjöberg, "Legal Automation: AI and Law Revisited," in Legal Tech, Smart Contracts and Blockchain, M. Corrales, M. Fenwick, and H. Haapio, Eds. Singapore: Springer, 2019. [Online]. Available: https://doi.org/10.1007/978-981-13-6086-2_7
R. F. Mayana, T. Santika, Y. Y. Win, J. A. K. Matalam, and A. M. Ramli, "Legal Issues of Artificial Intelligence–Generated Works: Challenges on Indonesian Copyright Law," Law Reform, vol. 20, no. 1, pp. 54–75, 2024. [Online]. Available: https://doi.org/10.14710/lr.v20i1.61262
N. T. Nikolinakos, "Adapting EU Liability Rules to the Digital Age and Artificial Intelligence: The 2021–2022 Public Consultation," in Adapting the EU Civil Liability Regime to the Digital Age, Cham: Springer, 2024. [Online]. Available: https://doi.org/10.1007/978-3-031-67969-8_7
M. S. Sharma, "Governance in the Age of Algorithms: Ethical Dilemmas and Administrative Reforms," Int. J. English Lit. Soc. Sci., vol. 10, no. 2, p. 611118, 2025. [Online]. Available: https://doi.org/10.22161/ijels.102.58
F. Surani, M. Suzgun, V. Raman, C. D. Manning, P. Henderson, and D. E. Ho, "AI for Scaling Legal Reform: Mapping and Redacting Racial Covenants in Santa Clara County," arXiv preprint, arXiv:2503.03888, 2025. [Online]. Available: https://doi.org/10.48550/arXiv.2503.03888
R. Walters and M. Novak, "Artificial Intelligence and Law," in Cyber Security, Artificial Intelligence, Data Protection & the Law, Singapore: Springer, 2021. [Online]. Available: https://doi.org/10.1007/978-981-16-1665-5_3
J. Wu and W. Tang, "Reform Method of University Legal Education Based on Artificial Intelligence and Wireless Communication," Wireless Communications and Mobile Computing, vol. 2022, Article ID 2574911, 2022. [Online]. Available: https://doi.org/10.1155/2022/2574911
O. M. Yaroshenko, N. O. Melnychuk, I. P. Zhygalkin, S. O. Silchenko, and D. I. Zaika, "Problems of legal regulation of artificial intelligence in labor law of developed countries," Informatologia, vol. 55, no. 1-2, pp. 160–169, 2022. [Online]. Available: https://doi.org/10.32914/i.55.1-2.13