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Black box problem and African views of trust

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  • Cornelius Ewuoso

    (University of Witwatersrand)

Abstract

This article draws on the thinking about trust in African scholarship to describe the problems black box clinical artificial intelligence (AI) generates in health professional-patient relationships. Notably, under the assumption of a black box problem, the view of trust as inherently relational implies that health professionals cannot explain whether and how a clinical AI incorporates a patient’s values or leverages the same (in its outputs) to honour fiduciary relations. Additionally, the African view of trust as experience-based and accepting responsibility implies that health professionals can neither be held accountable for black box clinical AI outputs that they can hardly understand nor provide material information (concerning what the clinical AI does and why). Finally, given the understanding of trust as a normative concept, health professionals cannot accept patients’ vulnerabilities, and patients cannot give the same. Given that trust will play a vital role in the global acceptance of clinical AI, future studies should research—from other positionalities—how the black box problem will challenge the relationship of trust in the medical context.

Suggested Citation

  • Cornelius Ewuoso, 2023. "Black box problem and African views of trust," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-11, December.
  • Handle: RePEc:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-02213-9
    DOI: 10.1057/s41599-023-02213-9
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    References listed on IDEAS

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    1. Gerald E. Ezirim & Peter O. Mbah & Ejikeme J. Nwagwu & Ikechukwu Charles Eze & George C. Nche & JohnBosco C. Chukwuorji, 2021. "Trust and Trustworthiness in a Sub-Saharan African Sample: Contributions of Personality and Religiosity," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(3), pages 1087-1107, February.
    2. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    3. Stephen Gorard & Yiyi Tan, 2022. "The difficulty of making claims to knowledge in social science," Technium Social Sciences Journal, Technium Science, vol. 28(1), pages 170-202, February.
    4. Isaac Addai & Chris Opoku-Agyeman & Helen Ghartey, 2013. "An Exploratory Study of Religion and Trust in Ghana," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(3), pages 993-1012, February.
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