Regulating the Black Box: A Comparative Policy Analysis of National Strategies for Governing Artificial Intelligence and Upholding Human Rights
Downloads
Background. The rapid development of artificial intelligence (AI) has raised significant concerns regarding its potential impacts on human rights, ethics, and governance. While AI promises advancements in efficiency and innovation, its opaque decision-making processes, often referred to as the "black box" problem, create challenges for regulators aiming to ensure transparency, fairness, and accountability. This study conducts a comparative policy analysis of national strategies for governing AI, with a particular focus on how different countries address human rights concerns within their AI regulatory frameworks.
Purpose. The research aims to identify the strengths and weaknesses of existing AI governance models and propose best practices for integrating human rights principles into AI regulation.
Method. Using a qualitative approach, this study analyzes AI policies from the European Union, the United States, China, and India.
Results. The findings reveal significant variations in the approach to regulating AI, with the EU emphasizing transparency and ethical guidelines, while countries like China prioritize state control and surveillance.
Conclusion. The study concludes that a balanced approach, which incorporates human rights safeguards alongside technological innovation, is crucial for the responsible development and deployment of AI. The paper recommends stronger international cooperation and the establishment of a global framework for AI governance.
Al-Omari, A., Poszovácz, P., Berta, G., Biró-Süt?, T., Pintér, E., Gaszner, B., & Kormos, V. (2026). TRPA1 modulates urocortin 1 turnover in the centrally projecting Edinger-Westphal nucleus in a CGRP-induced migraine model. Neuropharmacology, 283, 110753. https://doi.org/10.1016/j.neuropharm.2025.110753
Asrar, B., Hassam, M., Rafi, S., Ullah, I., Homberg, J. R., & Haleem, D. J. (2025). Nigella sativa oil modulates neurobehavioral and neurochemical alterations in alcohol-exposed rats: An in vivo and in silico study. Behavioural Brain Research, 484, 115494. https://doi.org/10.1016/j.bbr.2025.115494
Dahalia, M., Majid, H., Khan, M. J., Rathi, A., Khan, M. A., Khan, I. A., Samim, M., Rehman, S. U., Noorani, M. S., Vohora, D., & Nidhi. (2025). In vitro and in-vivo exploration of physostigmine analogues to understand the mechanistic crosstalk between Klotho and targets for epilepsy. Frontiers in Pharmacology, 16, 1580943. https://doi.org/10.3389/fphar.2025.1580943
Gan, J., Huang, Y., Jian, M., Chen, Y., Jiang, Y., Qiao, Y., & Li, Y. (2025). Interactions Between HEP Peptide and EGFR Involved in the Osteoblast Differentiation. Foods, 14(17), 3032. https://doi.org/10.3390/foods14173032
Hake, A. A., Saha, P., Singh, B. K., Kudupudi, P. R., Kommana, M., Kesamsetty, S., & Maganti, S. M. (2026). Integrated Transcriptome and Metabolome Identifies Novel Genes and Metabolites Associated With Ripening and Pigmentation in Chilli Pepper (Capsicum Annuum L.). Journal of Plant Growth Regulation. https://doi.org/10.1007/s00344-026-12056-8
Hu, D. (2025). An examination of the justification for post hoc explanations of artificial intelligence. AI & SOCIETY. https://doi.org/10.1007/s00146-025-02742-8
Huang, S., Shen, H., & Yu, S. (2025). Fluorescence discrimination of pathogenic bacteria based on a post-modified covalent organic framework and environmental stress-assisted black box strategy. Microchemical Journal, 217, 115094. https://doi.org/10.1016/j.microc.2025.115094
Khalique, N., Nasir, M., Ahmed, S., & Siddiqui, K. (2026). The Role of Artificial Intelligence in Improving the Public Health Care Delivery System in India: A Legal-Ethical Audit. Indian Journal of Community Medicine, 51(1), 32–41. https://doi.org/10.4103/ijcm.ijcm_7_25
Kim, S. H., Park, W. Y., Song, G., Park, J. Y., Jung, S. J., Ahn, K. S., & Um, J.-Y. (2025). 4-hydroxybenzoic acid induces browning of white adipose tissue through the AMPK-DRP1 pathway in HFD-induced obese mice. Phytomedicine, 137, 156353. https://doi.org/10.1016/j.phymed.2024.156353
Li, Y., Wang, H., Liu, S., Chen, Z., Hua, Y., & Dai, X. (2026). Deciphering quorum sensing and quorum quenching regulatory mechanisms in anaerobic digesters: Signaling networks, environmental responses, and microbial ecological functions. Critical Reviews in Environmental Science and Technology, 56(6), 300–332. https://doi.org/10.1080/10643389.2025.2599462
Liu, W., Qi, Y., & Liu, F. (2025). Reliable prediction for TBM energy consumption during tunnel excavation: A novel technique balancing explainability and performance. Underground Space, 22, 77–95. https://doi.org/10.1016/j.undsp.2024.09.004
Ravi, A., & Teitelbaum, E. (2025). Fast fashion or clean clothes? Evaluating consumer demand for ethically sourced apparel. Business and Politics, 27(2), 309–329. https://doi.org/10.1017/bap.2024.38
Shang, X., Wu, H., He, K., & Chen, J. (2025). HARE Attack: Inaudible Harmony in Voice Enrollment. 2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS), 1–10. https://doi.org/10.1109/ICPADS67057.2025.11323012
Thenmozhi, S., & Shanthi, Pm. (2025). A Novel Adam Hypertuned Artificial Neural Network Using Autoencoder Network Approach to Improve Software Defect Prediction Accuracy. Journal of Neonatal Surgery, 14(1S), 437–453. https://doi.org/10.52783/jns.v14.1563
Tu, C., Wang, H., Zhai, W., Liu, C., Huang, W., & Li, W. (2025). Defect engineering of zinc-modified ZSM-5 zeolite catalysts for efficient aromatic synthesis from ethane and CO2. Chemical Engineering Journal, 513, 162967. https://doi.org/10.1016/j.cej.2025.162967
Wang, X., Li, X., Yuan, S., Gu, Z., An, Z., Xu, Q., Cao, B., Song, Y., & Tang, C. (2025). Regulation of placental development and function by ubiquitination. Molecular Medicine, 31(1), 202. https://doi.org/10.1186/s10020-025-01268-5
Wang, Y., Liu, Y., Lin, G., & Zhan, C. (2025). A Mean Room Temperature Prediction LSTM Model for Heating Buildings. Dalam L. Ni, P. Wang, J. Li, & Y. Liu (Ed.), Proceedings of the 12th International Conference on Cold Climate HVAC & Energy (Volume 2) (hlm. 334–341). Springer Nature Singapore. https://doi.org/10.1007/978-981-95-3253-7_36
Wang, Y., Zhou, M., Meng, Q., Zhou, F., Hu, Z., Zhang, C., & Zhao, T. (2026). GBM: An Ocean Front Detection Framework. IEEE Transactions on Geoscience and Remote Sensing, 64, 1–17. https://doi.org/10.1109/TGRS.2026.3660295
Wright, S. (2025). Artificial intelligence and work: A review of the European policy landscape. Journal of Industrial Relations, 67(5), 794–805. https://doi.org/10.1177/00221856251394780
Xu, X. M., Zhang, X. Y., Qin, L. H., Fan, X., Zhong, K. Y., Ji, L. L., Wu, Y., & Yang, Y. W. (2025). SPATIO-TEMPORAL DYNAMICS AND DRIVING MECHANISMS OF ECOSYSTEM SERVICE FUNCTION VALUE: AN INTEGRATED EXPLAINABLE MACHINE LEARNING APPROACH IN THE GANJIANG RIVER BASIN, CHINA. Applied Ecology and Environmental Research, 23(4), 7811–7834. https://doi.org/10.15666/aeer/2304_78117834
Zhang, T., Huang, W., & Liu, Z. (2025). Hard input, soft management and student engagement: How institutional actions promote innovation ability and academic performance among top innovative talent. PLOS One, 20(8), e0328842. https://doi.org/10.1371/journal.pone.0328842
Zhou, L., Li, P., Zhang, M., Han, B., Chu, C., Su, X., Li, B., Kang, H., Ning, J., Zhang, B., Ma, S., Su, D., Pang, Y., Niu, Y., & Zhang, R. (2025). Corrigendum to ‘Carbon black nanoparticles induce pulmonary fibrosis through NLRP3 inflammasome pathway modulated by miR-96 targeted FOXO3a’ [Chemosphere (2020) 125075]. Chemosphere, 377, 144370. https://doi.org/10.1016/j.chemosphere.2025.144370
Zhu, D., Hu, Y., Liu, Y., Zhou, C., Tan, Z., Kang, J., & Wang, Z. (2025). Multi-omics revealed the promoting effect of dietary inulin supplementation on hepatic gluconeogenesis in goats. Frontiers in Animal Science, 6, 1614869. https://doi.org/10.3389/fanim.2025.1614869
Copyright (c) 2026 Kouadio Koffi, Olivier Sossou, Aminatou Agounke

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.


















