With AI Reshaping Entry-Level Cyber, What Happens to the Security Talent Pipeline?

The article examines how AI is automating repetitive cybersecurity tasks (log review, alert triage, basic investigation), which increases current analyst efficiency but risks eroding the apprenticeship model that develops intuition and judgment in junior defenders; industry voices recommend deliberate training redesign—hands-on rotations, cyber ranges, tabletop drills, and oversight roles—to preserve experience while leveraging automation.