OPSOPS-001 — Monitoring and Alerting Inadequacies
Complex Operating Environments Expose Unmodelled AI Failure Modes
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
AI systems deployed in high-complexity environments encounter conditions outside their design scope, producing reliability and safety failures. Boards face operational and liability exposure when deployment contexts exceed the boundaries that system developers anticipated.
Domain
Operational Management
Blindspots in monitoring, incident response, performance, scalability, integration, and business continuity.
Source
MIT AI Risk Repository — Sources of Risk of AI Systems (Steimers2022) ↗https://airisk.mit.edu/
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