OPSOPS-001 — Monitoring and Alerting Inadequacies
AI Model Delivers Insufficient Accuracy for Its Intended Task
3/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
An AI model fails to meet performance requirements due to flawed engineering or drift between training inputs and real-world data. Boards face operational disruption and liability exposure when deployed models cannot be relied upon to produce correct outputs.
Domain
Operational Management
Blindspots in monitoring, incident response, performance, scalability, integration, and business continuity.
Source
MIT AI Risk Repository — AI Risk Atlas (IBM2025) ↗https://airisk.mit.edu/
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