Clinical orders, acuity as the autonomy dial
Low acuity orders auto file; high acuity always waits for a clinician.
Open the live lab · preloaded to this scenario
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.
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