OPSOPS-001 — Monitoring and Alerting Inadequacies
Undetected AI Defects Cause Harmful Outcomes After Deployment
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
Deployed AI systems may harbour latent bugs, misaligned objectives, and language misinterpretation errors that produce dangerous outcomes undetected until live operation. Boards face liability exposure and operational disruption when post-deployment testing gaps allow silent system failures to escalate unchecked.
Domain
Operational Management
Blindspots in monitoring, incident response, performance, scalability, integration, and business continuity.
Source
MIT AI Risk Repository — Taxonomy of Pathways to Dangerous Artificial Intelligence (Yampolskiy2016) ↗https://airisk.mit.edu/
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