TRV-2026-1403Certified recordPeer-reviewed

Beyond Autonomy: Ethical Considerations of AI in Substitute Decision-Making for Incapacitated Patients

The integration of artificial intelligence (AI) into healthcare offers significant potential for enhancing patient care, particularly for incapacitated patients unable to communicate their preferences. Advanced AI systems, such as Personalized Patient Preference Predictors (P4), are increasingly proposed as tools to assist in substitute decision-making, yet their ethical implications remain underexamined. This paper critically examines the ethical implications of employing AI-driven preference prediction systems…

Health · Problem Space — documented harm · certified 2026-10-15 · v1 · article view · machine-readable

Current reading — problem

Personalized Patient Preference Predictors may infer probabilities but cannot capture the relational, contextual and value-laden nature of real patient preferences, leaving risks of algorithmic paternalism and latent bias.

What this doesn’t fix

The work is a conceptual ethical analysis based on principled reasoning, and the supplied text reports no empirical testing of P4 systems in clinical practice, so real-world performance is unmeasured.

Evidence

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Truvace Impact Record TRV-2026-1403, v1: “Beyond Autonomy: Ethical Considerations of AI in Substitute Decision-Making for Incapacitated Patients.” Truvace, 2026-10-15. /record/TRV-2026-1403 (accessed at citation time). sha256 1c3b6b7e74afa5f0…

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Every change to this record since certification, in the open. None yet — the reading has held since it entered the record.

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