HealthcareStudied

Clinical orders, acuity as the autonomy dial

Low acuity orders auto file; high acuity always waits for a clinician.

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Human Review and Autonomy Control Simulator

Context

An agent triages AI suggested orders. Low acuity, routine orders can auto file, but high acuity orders always route to a clinician, acuity, not volume, sets the autonomy level.

The decision

Acuity is the autonomy dial: the ceiling is the level that still holds every high acuity order for a human, no matter the throughput cost.

What most miss

The instinct is to raise autonomy uniformly to clear the queue. In clinical the tier is everything, a high acuity order that auto files is a patient safety event, not a metric.

Stakes

One auto filed high acuity order that should have waited for a clinician is a safety event.

Takeaway · In clinical, acuity is the autonomy dial, high acuity orders never auto file.

Studied · Agent Architecture and Protocol Strategy Artifacts · verified 2026-07-03

Sources: Clinical decision-support autonomy / acuity-tiered oversight; Order-entry human in the loop safety patterns

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