The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing

Autonomous AI systems are transitioning from advisory to autonomous roles for medication prescriptions. Recent United States bill H.R. 238 and Utah's prescription-renewal pilot both authorize AI to prescribe medications in an agentic capacity. While some regulatory guidelines suggest aggregate model performance metrics for clearance, they do not require i) calibrated per-prediction confidence for action-gated thresholds, ii) differentiated communication of uncertainty arising from model ignoranc

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ethics.ai (23 June 2026), “The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing,” evidence record 634, https://ethics.ai/record/634 (originally published by arXiv).

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