TL;DR: Japan’s cyber emergency is a warning about what happens when familiar ransomware playbooks become faster, cheaper and easier to scale. AI reduces the time and coordination required to analyze targets, build tooling and chain destructive actions. That shortens the interval between initial access and business impact.