Trial Simulators Before Patient Exposure

Projection: simulation cohorts will become the wind tunnels of clinical-AI trials, exposing brittle recruitment plans, missing-data assumptions, subgroup gaps, and workflow failures before patients are enrolled. They must never substitute for real trials. Their value is choosing safer, more informative experiments before the ethical stakes become irreversible.