AI-Native Hiring Auditions

Projection: Hiring may shift toward realistic assignments where candidates frame work, direct agents, verify outputs, and explain consequential judgments. Enterprise AI makes these behaviors job-relevant, but automated auditions can amplify bias. Validation requires fair scoring and stronger prediction of later performance than interviews or résumé screens.