When Rules Fail and Data Deliver: Rethinking Trust in Granular Clinical AI

Granular clinical AI fails when institutions reward simplicity over conditional accuracy
Data fragmentation and weak governance turn powerful tools into brittle automation
Trust will emerge only when policy aligns incentives with subgroup-tested performance