Scott Piper's twenty-year history of cloud security maps four eras — Foundational, CSPM, CNAPP, AI. Each era introduced new tools. Every tool produces signals. No era introduced a tool that produces decisions. The verb changed from 'match' to 'aggregate' to 'score.' The output never changed.