An Evidence Review of Worker Retraining
2026 / RESEARCHAn Evidence Review of Worker Retraining
An evidence review of retraining programs and their relevance to AI-driven labor disruption.
Research on professional work, AI strategy and the gap between organizational ambition and daily practice.
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A professional-work outlook that connects rising AI use with client expectations, professional accountability and the difficulty of turning strategy into everyday practice. The report examines current pressures, sets out three possible futures and explores the gap between organizational plans and execution. Survey findings inform discussion of trustworthy professional tools, workflow change and leadership choices. Use it to prepare a professional-services strategy or governance workshop, treating the scenarios as discussion tools and retaining the distinction between broad AI access and systems suited to work with fiduciary consequences.
The PDF is in English. This introduction and content guide are available in your selected language.
An evidence review of retraining programs and their relevance to AI-driven labor disruption.
Survey evidence on AI adoption, educator preparation and parent expectations in U.S. schools.
An AI literacy framework for education systems preparing learners for an AI-shaped economy.