Abstract:Medical AI remains organized around isolated models, whereas care requires accountable capabilities that persist across time. We define clinical AI skills and propose the Clinical Harness, a runtime governance architecture that registers, orchestrates, constrains and monitors them. Using osteoporosis as an exemplar, we show how knowledge-driven, data-driven and physics-enhanced skills can support lifecycle care and provide a governed substrate for future medical agents.
From: Tianhan Xu [view email]
[v1]
Thu, 25 Jun 2026 00:53:24 UTC (2,794 KB)
[v2]
Tue, 30 Jun 2026 03:18:10 UTC (11,164 KB)