GOVGOV-006 — Audit and Assurance Gaps
Opaque AI Decision-Making Blocks Human Oversight in Government Systems
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
Black-box machine learning models produce decisions without explainable reasoning, preventing meaningful human review. Regulators and oversight bodies cannot discharge accountability obligations where AI logic remains inaccessible.
Domain
Governance & Compliance
Blindspots in accountability, regulatory compliance, ethics, risk management, data governance, and audit.
Source
MIT AI Risk Repository — Trustworthy LLMs: A Survey and Guideline for Evaluating Large Language Models’ Alignment (Liu2024) ↗https://airisk.mit.edu/
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