Job loss/losses
Job loss/losses - Replacement/displacement of human jobs by a technology system, leading to increased unemployment, inequality, reduced consumer spending, and social friction.
ENTITY
2 - AI
INTENT
3 - Other
TIMING
2 - Post-deployment
Risk ID
mit971
Domain lineage
6. Socioeconomic and Environmental
6.2 > Increased inequality and decline in employment quality
Mitigation strategy
1. Establish comprehensive, continuous workforce development programs: Implement public-private partnerships to fund and deliver scalable reskilling and upskilling initiatives. This includes creating portable worker retraining accounts and offering tax credits for businesses that invest in employee skill transformation to align human capital with AI-augmented roles and foster an organizational culture of lifelong learning. 2. Reform and enhance social safety nets and benefits portability: Decouple essential worker benefits, such as healthcare and retirement vesting, from traditional employer structures to ensure continuity and stability for displaced or transitioning workers. This is critical for mitigating the immediate rise in economic vulnerability and social friction, particularly for workers identified as having low adaptive capacity. 3. Implement regulatory and fiscal policies to align incentives with human capital investment: Amend national tax codes to extend full and immediate expensing parity to bona fide job-related training, thus neutralizing the fiscal bias favoring investment in labor-saving AI hardware over human capital. Concurrently, modernize labor notification laws to mandate extended notice and transition support for AI-related job displacement.