Twenty-seven years after the first wave of digital recruitment, the technology has changed dramatically—but the underlying hiring system has not. Drawing on my own experience designing recruitment UX in 1999, I explore why simply adding more AI to legacy processes risks automating old biases, and why Adonea.ai is being built around demonstrated capability, human intent, and a new model of human–AI interaction.

AI didn’t create the labor-market problem. It is exposing a system already too dependent on job titles, credentials, and career history—and too poor at recognizing what people can actually do.