GOVGOV-001 — Accountability Framework Gaps
Homogeneous AI Testing Teams Embed Systemic Blind Spots
3/5Sector: TechnologyGeography: GlobalStage: DevelopIngested: —
Executive Summary
AI models tested without disciplinary and demographic diversity reproduce undetected socio-technical failures at scale. Boards that neglect testing diversity face regulatory exposure and eroded public trust when those failures surface in deployment.
Domain
Governance & Compliance
Blindspots in accountability, regulatory compliance, ethics, risk management, data governance, and audit.
Source
MIT AI Risk Repository — AI Risk Atlas (IBM2025) ↗https://airisk.mit.edu/
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