The Discipline of Judgment in Care: Toward a Stoic Bioethics of Medical AI


Published: Jun 7, 2026
Keywords:
Stoicism Bioethics Artificial intelligence Medical ethics Autonomy Philanthropy Justice cosmopolitanism
Panos Eliopoulos
Abstract

The rapid diffusion of artificial intelligence in medicine has intensified familiar bioethical questions while also altering the political and moral environment in which those questions are negotiated. Debate has understandably focused on autonomy, privacy, safety, bias, explainability, and accountability. Yet the dominant language of governance principles can remain too external to the concrete moral life of medicine: it identifies values, but not always the habits of judgment, character, and institutional truthfulness required when algorithmic systems become part of diagnosis, prognosis, documentation, and communication. This article argues that Stoicism offers a valuable, if carefully delimited, framework for extending contemporary bioethics in the age of AI. Stoicism should not be treated as a ready-made policy manual, nor as a warrant for technological resignation. Its importance lies elsewhere: in its account of rational agency as disciplined assent, in its distinction between instruments and ends, in its therapeutic understanding of moral error, in its account of eudaimonia as the victory of virtue over pain and disordered opinion, and in its cosmopolitan conception of justice and philanthropy. Drawing on Epictetus, Seneca, Marcus Aurelius, Cicero, and the broader Stoic tradition, I argue that a Stoic bioethics of AI clarifies six urgent tasks: preserving judgment against moral deskilling, refusing to equate beneficence with technical optimization, understanding explainability as an aid rather than a substitute for responsibility, resisting algorithmic injustice through cosmopolitan concern, recovering philanthropy as a norm of institutional conduct, and confronting the political repercussions of health AI for public reason and the common good. Stoicism, in this context, is best understood as a virtue-based and civic supplement to principlism: it deepens rather than displaces the commitments of modern bioethics.

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References
Arnim, J. von (Ed.). (1903–1924). Stoicorum veterum fragmenta (Vols. 1–4). Teubner.
Baldry, H. C. (1965). The unity of mankind in Greek thought. Cambridge University Press.
Beauchamp, T. L., & Childress, J. F. (2019). Principles of biomedical ethics (8th ed.). Oxford University Press.
Bouhouita-Guermech, S., & Haidar, H. (2024). Scoping review shows the dynamics and complexities inherent to the notion of “responsibility” in artificial intelligence within the healthcare context. Asian Bioethics Review, 16, 315–344. https://doi.org/10.1007/s41649-024-00292-7
Char, D. S., Shah, N. H., & Magnus, D. (2018). Implementing machine learning in health care: Addressing ethical challenges. New England Journal of Medicine, 378(11), 981–983. https://doi.org/10.1056/NEJMp1714229
Cicero. (1914). De finibus bonorum et malorum (H. Rackham, Trans.). Harvard University Press.
Cicero. (1927). Tusculan disputations (J. E. King, Trans.). Harvard University Press.
Cicero. (1928). De legibus (C. W. Keyes, Trans.). Harvard University Press.
Dafov, B. (2025). Temporal rupture and the logic of the lack: Trauma, exile, and the fragmentation of subjectivity. Dia-noesis: A Journal of Philosophy, 18(2), 159–186.
Eliopoulos, P. (2025). Bioethics in a skeptical perspective: how to not always treat trauma during exile and cultural displacement. Dia-noesis: A Journal of Philosophy, 18, 187–208. https://doi.org/10.12681/dia.43453
Epictetus. (1925–1928). Discourses (W. A. Oldfather, Trans.; Vols. 1–2). Harvard University Press.
Epictetus. (1928). Enchiridion (W. A. Oldfather, Trans.). In Discourses (Vol. 2). Harvard University Press.
Gill, C. (2006). The structured self in Hellenistic and Roman thought. Oxford University Press.
Graver, M. (2007). Stoicism and emotion. University of Chicago Press.
Hildt, E. (2025). What is the role of explainability in medical artificial intelligence? A case-based approach. Bioengineering, 12(4), Article 375. https://doi.org/10.3390/bioengineering12040375
Janssen, J. (2024). Ethics as a means to power. Dia-noesis: A Journal of Philosophy, 15, 59–80.
Long, A. A. (2002). Epictetus: A Stoic and Socratic guide to life. Oxford University Press.
Long, A. A., & Sedley, D. N. (1987). The Hellenistic philosophers (Vol. 1). Cambridge University Press.
Marcus Aurelius. (1916). Meditations (C. R. Haines, Trans.). Harvard University Press.
Mittelstadt, B. (2019). Principles alone cannot guarantee ethical AI. Nature Machine Intelligence, 1(11), 501–507. https://doi.org/10.1038/s42256-019-0114-4
Morley, J., Floridi, L., Kinsey, L., & Elhalal, A. (2020). The ethics of AI in health care: A mapping review. Social Science & Medicine, 260, Article 113172. https://doi.org/10.1016/j.socscimed.2020.113172
Morley, J., Morton, C., Karpathakis, K., Taddeo, M., & Floridi, L. (2021). Towards a framework for evaluating the safety, acceptability and efficacy of AI systems for health: An initial synthesis. The Lancet Digital Health, 3(4), e196–e203. https://doi.org/10.1016/S2589-7500(20)30284-4
Ning, Y., Teixayavong, S., Shang, Y., Savulescu, J., Nagaraj, V., Miao, D., Mertens, M., Ting, D. S. W., Ong, J. C. L., Liu, M., Cao, J., Dunn, M., Vaughan, R., Ong, M. E. H., Sung, J. J.-Y., Topol, E. J., & Liu, N. (2024). Generative artificial intelligence and ethical considerations in health care: A scoping review and ethics checklist. The Lancet Digital Health backstage, 6(11), e848–e856. https://doi.org/10.1016/S2589-7500(24)00143-2
Nussbaum, M. C. (1994). The therapy of desire: Theory and practice in Hellenistic ethics. Princeton University Press.
Obermeyer, Z., Powers, B., Vogeli, C., & Mullainathan, S. (2019). Dissecting racial bias in an algorithm used to manage the health of populations. Science, 366(6464), 447–453. https://doi.org/10.1126/science.aax2342
Pham, T. (2025). Ethical and legal considerations in healthcare AI: Innovation and policy for safe and fair use. Royal Society Open Science, 12(5), Article 241873. https://doi.org/10.1098/rsos.241873
Ratti, E., Morrison, M., & Jakab, I. (2025). Ethical and social considerations of applying artificial intelligence in healthcare: A two-pronged scoping review. BMC Medical Ethics, 26, Article 68. https://doi.org/10.1186/s12910-025-01198-1
Reddy, S. (2024). Generative AI in healthcare: An implementation science informed translational path on application, integration and governance. Implementation Science, 19, Article 27. https://doi.org/10.1186/s13012-024-01357-9
Regulation (EU) 2024/1689 of the European Parliament and of the Council of 13 June 2024 laying down harmonised rules on artificial intelligence (Artificial Intelligence Act), OJ L, 2024/1689 (2024). https://eur-lex.europa.eu/eli/reg/2024/1689/oj
Seneca. (1917–1925). Epistulae morales ad Lucilium (R. M. Gummere, Trans.; Vols. 1–3). Harvard University Press.
Seneca. (1928). De clementia (J. W. Basore, Trans.). Harvard University Press.
Seneca. (1928). De ira (J. W. Basore, Trans.). Harvard University Press.
Seneca. (1932). De tranquillitate animi (J. W. Basore, Trans.). Harvard University Press.
Seneca. (1932). De vita beata (J. W. Basore, Trans.). Harvard University Press.
Seneca. (1935). De beneficiis (J. W. Basore, Trans.). Harvard University Press.
Stobaeus. (1884). Ioannis Stobaei Anthologium (C. Wachsmuth, Ed.; Vol. 2). Weidmann.
Topol, E. J. (2019). Deep medicine: How artificial intelligence can make healthcare human again. Basic Books.
UNESCO. (2021). Recommendation on the ethics of artificial intelligence. UNESCO.
U.S. Food and Drug Administration. (2025a). Artificial intelligence in software as a medical device. https://www.fda.gov/medical-devices/software-medical-device-samd/artificial-intelligence-software-medical-device
U.S. Food and Drug Administration. (2025b). Artificial intelligence-enabled device software functions: Lifecycle management and marketing submission recommendations. U.S. Department of Health and Human Services. https://www.fda.gov/regulatory-information/search-fda-guidance-documents/artificial-intelligence-enabled-device-software-functions-lifecycle-management-and-marketing
World Health Organization. (2021). Ethics and governance of artificial intelligence for health: WHO guidance. World Health Organization. https://www.who.int/publications/i/item/9789240029200
World Health Organization. (2025). Ethics and governance of artificial intelligence for health: Guidance on large multi-modal models. World Health Organization. https://www.who.int/publications/i/item/9789240084759
Young, A. T., Amara, D., Bhattacharya, A., & Wei, M. L. (2021). Patient and general public attitudes towards clinical artificial intelligence: A mixed methods systematic review. The Lancet Digital Health, 3(9), e599–e611. https://doi.org/10.1016/S2589-7500(21)00132-1
Yu, L., & Zhai, X. (2024). Ethical and regulatory challenges of generative artificial intelligence in healthcare: A Chinese perspective. Journal of Clinical Nursing. Advance online publication. https://doi.org/10.1111/jocn.17493