GOVGOV-006 — Audit and Assurance Gaps
Black-Box AI in Healthcare Blocks Clinical Verification
4/5Sector: HealthcareGeography: GlobalStage: OperateIngested: —
Executive Summary
AI systems used in medical decision-making cannot be verified due to their opaque, non-linear structures, leaving clinical outputs without audit trails. Regulators and boards face direct liability where unverifiable AI informs patient care.
Domain
Governance & Compliance
Blindspots in accountability, regulatory compliance, ethics, risk management, data governance, and audit.
Source
MIT AI Risk Repository — A Survey of Artificial Intelligence Challenges: Analyzing the Definitions, Relationships, and Evolutions (Saghiri2022) ↗https://airisk.mit.edu/
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