OPSOPS-001 — Monitoring and Alerting Inadequacies
AI Agent Decisions Cannot Be Reliably Predicted Across All Situations
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
AI-based agents exhibit decision unpredictability that prevents operators from anticipating system behaviour under novel or edge-case conditions. Boards cannot assure regulators or insurers of safe outcomes where agent actions remain opaque and unforeseeable.
Domain
Operational Management
Blindspots in monitoring, incident response, performance, scalability, integration, and business continuity.
Source
MIT AI Risk Repository — A Survey of Artificial Intelligence Challenges: Analyzing the Definitions, Relationships, and Evolutions (Saghiri2022) ↗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.