HUMHUM-005 — Workforce Displacement Anxiety
LLMs Accelerating Structural Labour Displacement and Wage Compression
4/5Sector: TechnologyGeography: GlobalStage: OperateIngested: —
Executive Summary
Large language models risk accelerating job turnover across skilled and unskilled roles whilst shifting wealth distribution away from labour toward capital. Boards must assess workforce exposure and income-distribution risks before these effects compound into regulatory and reputational liability.
Domain
Human Factors
Blindspots in change management, skills, human-AI collaboration, trust, workforce, and culture.
Source
MIT AI Risk Repository — Foundational Challenges in Assuring Alignment and Safety of Large Language Models (Anwar2024) ↗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.