Algorithmic Neutrality or Digital Inequality? AI and the Lessons from ISDS
Pubblicato 2026-06-01
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Copyright (c) 2026 Esma Ya?mur Sönmez

TQuesto lavoro è fornito con la licenza Creative Commons Attribuzione 4.0 Internazionale.
Abstract
The article argues that AI-driven judicial reform initiatives within civil justice systems repeat an established pattern in which critique is absorbed into procedure. Using Investor–State Dispute Settlement (ISDS) as a cautionary mirror, it shows how managerial legality performs neutrality while reproducing inequality. It then outlines a human-centred alternative grounded in participation, accountability, and contestability, calling for a shift from design-led legitimacy to democratic oversight
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Riferimenti bibliografici
- Anghie, A. (2005). Imperialism, sovereignty and the making of international law. Cambridge University Press.
- Atanasova, D., Ost?anský, J., & Beyer, V. (2024). Compensation and damages in investor-state dispute settlement: Options for reform. International Institute for Sustainable Development. https://www.iisd.org/publications/report/compensation-damages-isds-reform
- Benjamin, R. (2019). Race after technology: Abolitionist tools for the new Jim Code. Polity Press.
- Cappelletti, M., & Garth, B. (1978). Access to justice: The worldwide movement to make rights effective. Sijthoff and Noordhoff.
- Cascone, G. (2025). The use of artificial intelligence in EU criminal justice systems: First insights and emerging trends. Open Research Europe. https://open-research-europe.ec.europa.eu/articles/5-361
- Charlesworth, H. (1999). Feminist methods in international law. American Journal of International Law, 93(2), 379–394.
- Cohen, J. E. (2019). Between truth and power: The legal constructions of informational capitalism. Oxford University Press.
- Council of Europe, CEPEJ. (2018). European ethical charter on the use of artificial intelligence in judicial systems and their environment. https://rm.coe.int/ethical-charter-en-for-publication-4-december-2018/16808f699c
- Council of Europe, CEPEJ. (2025). 1st report on the use of artificial intelligence (AI) in the judiciary. https://rm.coe.int/cepej-aiab-2024-4rev5-en-first-aiab-report-2788-0938-9324-v-1/1680b49def
- Council of Europe, CEPEJ-AIAB. (2025). Reflections on the use of artificial intelligence in judicial systems. https://rm.coe.int/cepej-aiab-2025-1rev5-en-reflections-of-the-aiab-on-the-use-of-artific/1680b42a56
- Crawford, K. (2021). Atlas of AI: Power, politics, and the planetary costs of artificial intelligence. Yale University Press.
- Eubanks, V. (2018). Automating inequality: How high-tech tools profile, police, and punish the poor. St. Martin’s Press.
- European Commission. (2021). Proposal for a regulation laying down harmonised rules on artificial intelligence (Artificial Intelligence Act) (COM/2021/206 final). https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52021PC0206
- Floridi, L., & Cowls, J. (2019). A unified framework of five principles for AI in society. Nature Machine Intelligence, 1(9), 689–699. https://doi.org/10.1038/s42256-019-0088-2
- Fuller, L. L. (1969). The morality of law (Rev. ed.). Yale University Press.
- Gathii, J. T. (2011). Third World approaches to international economic governance. In D. Armstrong (Ed.), Routledge handbook of international law (pp. 27–45). Routledge.
- Guitton, M., Druta, V., Hinterleitner, M., Tamò-Larrieux, A., Landuyt, D., Fosch-Villaronga, E., Kamara, I., & Pa?ka, P. (2025). Adoption of artificial intelligence in the judiciary: A comparison of 28 advanced democracies. Discover Artificial Intelligence, 5, Article 169. https://doi.org/10.1007/s44163-025-00311-y
- Johns, F. (2013). Non-legality in international law: Unruly law. Cambridge University Press.
- Kennedy, D. (2016). A world of struggle: How power, law, and expertise shape global political economy. Princeton University Press.
- Koskenniemi, M. (2005). From apology to utopia: The structure of international legal argument. Cambridge University Press.
- Krisch, N. (2010). Beyond constitutionalism: The pluralist structure of postnational law. Oxford University Press.
- Marks, S. (2000). The riddle of all constitutions: International law, democracy, and the critique of ideology. Oxford University Press.
- Miles, K. (2013). The origins of international investment law: Empire, environment and the safeguarding of capital. Cambridge University Press.
- Mutua, M. (2000). What is TWAIL? Proceedings of the ASIL Annual Meeting, 94, 31–38. https://doi.org/10.1017/S027250370005239X
- OECD. (2025). Governing with artificial intelligence. OECD Publishing. https://www.oecd.org/content/dam/oecd/en/publications/reports/2025/06/governing-with-artificial-intelligence_398fa287/795de142-en.pdf
- Orford, A. (2011). International authority and the responsibility to protect. Cambridge University Press.
- Pahuja, S. (2011). Decolonising international law: Development, economic growth and the politics of universality. Cambridge University Press.
- Rajagopal, B. (2003). International law from below: Development, social movements, and Third World resistance. Cambridge University Press.
- Santos, B. de S. (2014). Epistemologies of the South: Justice against epistemicide. Paradigm Publishers.
- Skutele, S. (2025). Using artificial intelligence to enhance judicial efficiency from the perspective of the right to a fair trial. Teis?, 137, 167–179. https://doi.org/10.15388/Teise.2025.137.11
- Sornarajah, M. (2015). Resistance and change in the international law on foreign investment. Cambridge University Press.
- Sornarajah, M. (2021). The international law on foreign investment (5th ed.). Cambridge University Press.
- Titi, C. (2014). The right to regulate in international investment law. Nomos/Hart Publishing.
- Titi, C. (2022). The European Union’s investment court system. Oxford University Press.
- UNCTAD. (2023). World investment report 2023. United Nations. https://unctad.org/publication/world-investment-report-2023
- Van Harten, G. (2007). Investment treaty arbitration and public law. Oxford University Press.
- Veale, M., & Borgesius, F. Z. (2021). Demystifying the draft EU Artificial Intelligence Act. Computer Law Review International, 22(4), 97–112. https://doi.org/10.9785/cri-2021-220402
- Yeung, K. (2018). Algorithmic regulation: A critical interrogation. Regulation & Governance, 12(4), 505–523. https://doi.org/10.1111/rego.12158
- Zuboff, S. (2019). The age of surveillance capitalism: The fight for a human future at the new frontier of power. Profile Books.
- CASES
- CMS Gas Transmission Company v. The Argentine Republic, ICSID Case No. ARB/01/8, International Centre for Settlement of Investment Disputes, May 12, 2005.https://www.italaw.com/cases/288
- Técnicas Medioambientales Tecmed, S.A. v. The United Mexican States, ICSID Case No. ARB(AF)/00/2, International Centre for Settlement of Investment Disputes, May 29, 2003. https://www.italaw.com/cases/1087
- Vattenfall AB, Vattenfall Europe AG, Vattenfall Europe Generation AG v. Federal Republic of Germany, ICSID Case No. ARB/09/6, International Centre for Settlement of Investment Disputes, March 11, 2011. https://www.italaw.com/cases/1148
- Vattenfall AB and others v. Federal Republic of Germany, ICSID Case No. ARB/12/12, International Centre for Settlement of Investment Disputes. https://www.italaw.com/cases/1654