DATDAT-001 — Data Quality and Completeness Issues
Government AI System Generates Physically Harmful Language
4/5Sector: GovernmentGeography: GlobalStage: OperateIngested: —
Executive Summary
AI models deployed in government services risk producing overtly violent or covertly dangerous outputs that cause direct physical harm to citizens. Boards must establish output monitoring and harm-threshold controls before public-facing deployment proceeds.
Domain
Data Management
Blindspots in data quality, privacy, bias, lineage, lifecycle, and third-party data dependencies.
Source
MIT AI Risk Repository — AI Risk Atlas (IBM2025) ↗https://airisk.mit.edu/
Could this happen in your organisation?
A Velinor AI Audit maps your active AI portfolio against the 50+ blindspots and benchmarks against documented sector failures like this one. A board-ready foresight document in 5 weeks.