Security has entered its algorithmic era. AI is rapidly transforming vulnerability discovery by scanning code at scale, uncovering hidden patterns, and accelerating detection beyond human limits. For maintainers, this means shifting from reactive patching to intelligent triage and secure-by-design systems. For bug hunters, success now lies in combining AI speed with human creativity to uncover deeper, context-driven flaws. The future of security isn’t human vs machine—it’s human amplified by machine.