health
On-premise medical AI agent uses consistency to triage diagnoses
A Nature Medicine study describes a fully on-premise clinical AI agent that combines diagnostic reasoning with repeated-run consistency checks. On a seven-disease benchmark, the system retained 98.9% accuracy among cases selected for autonomous handling at a defined consistency threshold, while routing the rest for review.