Humans in the Loop

Human oversight of AI does not mean manually reviewing every output. It means designing controls proportional to risk. A proposed email subject line does not require the same validation as a medical diagnosis, a credit decision, or an instruction affecting an industrial plant. Expertise establishes that threshold, identifies when a model moves beyond its reliable range, and determines when automation must stop. -Eduardo Perez