Cybersecurity was built for predictable systems. AI changes the rules

Every major technology shift changes cybersecurity. I’ve spent much of my career working through major technology transitions, from the rise of the commercial internet to mobile and cloud computing. Each shift created new opportunities for innovation, but it also created new security problems organizations weren’t fully prepared for.