Dissecting clinical reasoning failures in frontier artificial intelligence using 10,000 synthetic cases

Automated expert-level evaluation across 10,000 cases characterised artificial intelligence clinical blind spots hitherto invisible to small-scale testing and should become standard for uncovering serious failures and implementing safety guardrails before clinical deployment exposes patients to risk.