Clinical Harness for Governable Medical AI Skill Ecosystems
Artificial Intelligence
2026-06-25 v1
Abstract
Medical AI remains organized around isolated models, whereas clinical care requires accountable capabilities that persist across time. We propose clinical AI skills and the Clinical Harness: a runtime governance architecture for registering, orchestrating, guarding and monitoring AI-enabled clinical capabilities. Using osteoporosis as an exemplar, we show how knowledge-driven, data-driven and physics-enhanced skills can support lifecycle care under runtime governance.
Keywords
Cite
@article{arxiv.2606.26494,
title = {Clinical Harness for Governable Medical AI Skill Ecosystems},
author = {Tianhan Xu and Lei Bao and Yongxiang Wang},
journal= {arXiv preprint arXiv:2606.26494},
year = {2026}
}