AI shifts cybersecurity focus from technical analysis to human judgment

As AI automates routine security analysis, the core skill for practitioners is shifting to judgment—deciding which recommendations to act on and how to weigh context. This reflects a structural change in the cyber workforce, with implications for training, hiring, and operational effectiveness. The trend is emerging but not yet quantified.