The World Economic Forum has published guidance on how organisations should classify, evaluate, and govern AI agents as they move from prototypes to autonomous collaborators in business and public services. The framework emphasises agent "resumes", contextual evaluation beyond standard ML benchmarks, risk assessment tied to autonomy and authority levels, and progressive governance that scales oversight with agent capability.


