OPSOPS-001 — Monitoring and Alerting Inadequacies
Generative AI Models Produce Harmful Content Without Adversarial Triggers
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
Generative AI systems can spontaneously output racist, violent, or sexually explicit material absent any deliberate attack or misuse. Boards cannot rely on intent-based safeguards alone; unpredictable model behaviour creates direct legal, reputational, and regulatory exposure.
Domain
Operational Management
Blindspots in monitoring, incident response, performance, scalability, integration, and business continuity.
Source
MIT AI Risk Repository — Regulating under Uncertainty: Governance Options for Generative AI (G'sell2024) ↗https://airisk.mit.edu/
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