The big picture: The World Economic Forum argues that the rise of AI necessitates a fundamental redefinition of "work" from specific roles to a sustained "livelihood" that provides value, dignity, and security.

Why it matters: Workforce and staffing leaders must pivot from traditional job-centric models to strategies that cultivate long-term capacity and adaptability for individuals in an evolving AI-driven economy.

Between the lines:

• The concept of "livelihood" emphasizes sustained value generation, dignity, and security, not just a job title.

• This shift moves beyond a "jobs crisis" narrative to a proactive "livelihood strategy."

• Authors Mark Esposito and Melodena Stephens highlight this perspective.

Staffing & HR impact: Staffing firms must evolve talent development programs to focus on transferable skills and continuous learning, ensuring candidates can adapt to new value-generating opportunities. HR strategies will need to prioritize employee resilience and long-term career pathways over static job descriptions.

The bottom line: Preparing the workforce for AI means investing in adaptable human capacity, not just filling roles.