8–12% of jobs
Potential for augmentation, not a realized productivity increase.
Job exposure is not a productivity gain
World Bank, April 2025: estimated potential in Latin America and the Caribbean.
2–5% of jobs
Estimated risk of full automation, not observed job losses.
Test locally
Measure task quality, time and downstream errors.
Review fairness
Consistent automated scoring does not establish fair selection.