California launched the United States’ first AI impact dashboard, the California AI-Unemployment Tracker (CAIT), a publicly accessible tool updated monthly to monitor AI’s effects on workers and jobs.

Developed with the California Employment Development Department and the California Policy Lab at UC, the CAIT analyzes unemployment benefit data and compares it with AI displacement probabilities across sectors, providing monthly updates for public access.

The tracker aims to replace speculation with evidence and guide early interventions, training, and pathways to good jobs as technology evolves.

Officials plan to review worker supports such as retraining, severance, and the Work Share program, while considering what new roles displaced workers could transition into as AI advances.

Initial findings show no widespread AI-related job losses yet, but identify high-risk areas including certain tech sectors and Bay Area workers, with those who have college degrees potentially most exposed.

Leading AI developers—including Anthropic, Microsoft, and OpenAI—have conducted research to inform policymaking and worker guidance about AI’s current and future job market effects.

Officials emphasize using the data to guide targeted interventions, training, and pathways to stable employment as technology evolves.

Caution is advised in interpreting data as proof of AI-caused layoffs, since job losses can also arise from economic cycles and broader market changes beyond automation.

The tracker seeks to provide concrete, disaggregated data to support policy and worker protections, moving beyond speculative narratives.

The initiative signals a shift toward measurable, real-time accountability on AI displacement, with potential implications for state and national policy.

The measure highlights that AI impact goes beyond tasks to affecting entry-level opportunities and the apprenticeship ladder, potentially influencing career progression for managers, engineers, and analysts.

Overall, the effort emphasizes workforce preparedness and adaptation as AI becomes more pervasive across industries.