# Human Experts Will Cover 4 Key Roles as AI Transforms Offensive Security
As artificial intelligence continues to reshape offensive security practices, human experts are expected to maintain critical responsibilities in four key areas of cybersecurity operations. The article examines how the integration of AI tools will complement rather than replace human professionals in specific domains within offensive security roles.
