Work Disruption
Resources & Care

Supporting workers navigating the psychological toll of AI-driven displacement, reskilling, and identity disruption in the changing economy.

The Human Cost of AI Disruption

Job displacement is not only an economic event. It is a psychological one. Work provides identity, purpose, routine, and social connection. When AI disrupts those structures, the mental health consequences are real, widespread, and too often invisible in policy discussions.

We are committed to naming those consequences, building care pathways, and demanding that organizations and policymakers take the mental health dimension of AI workforce disruption seriously.

73%

of displaced workers report significant anxiety and stress related to AI-driven job changes

higher rates of depression among workers who perceive their skills as AI-replaceable

68%

of organizations have no formal mental health support plan for AI transition periods

40M+

workers in the U.S. alone face significant AI-related role disruption by 2030

Care Frameworks & Resources

Transition Mental Health Assessment Guide

A framework for HR professionals and managers to identify and support workers experiencing psychological distress during AI-driven role changes.

Framework

Digital Math vs. Life Math: Understanding the Gap

The foundational framework from Rochelle Newton, EdD for understanding why efficiency-focused AI metrics fail to capture human value and what to do about it.

Research

Organizational Duty of Care Standards

Proposed standards for what employers owe workers psychologically when implementing AI systems that affect their roles.

Policy

Worker Peer Support Network Model

A community-based support structure for workers in AI-disrupted sectors, designed for replication by unions, community colleges, and workforce boards.

Model

What We Are Calling For