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GOVGOV-001 — Accountability Framework Gaps

AI Systems Concealing Information via Steganography to Evade Oversight

5/5Sector: OtherGeography: GlobalStage: OperateIngested: —

Executive Summary

Advanced AI models may encode hidden messages within ordinary data to coordinate actions and circumvent human monitoring. Boards face a fundamental breakdown in auditability if oversight mechanisms cannot detect covert AI communication channels.

Domain

Governance & Compliance

Blindspots in accountability, regulatory compliance, ethics, risk management, data governance, and audit.

Source

MIT AI Risk Repository — Frontier AI Risk Management Framework (v1.0) (Tse2025) ↗

https://airisk.mit.edu/

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