OPSOPS-001 — Monitoring and Alerting Inadequacies
LLMs Fail to Detect Emotional Vulnerability in User Interactions
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
Large language models lack consistent emotional awareness, producing responses that are informative but inappropriate in tone when engaging vulnerable users. Organisations deploying LLMs in customer-facing roles face reputational and duty-of-care risks without continuous monitoring protocols.
Domain
Operational Management
Blindspots in monitoring, incident response, performance, scalability, integration, and business continuity.
Source
MIT AI Risk Repository — Trustworthy LLMs: A Survey and Guideline for Evaluating Large Language Models’ Alignment (Liu2024) ↗https://airisk.mit.edu/
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