Most identity systems do not fail because they lack data. They fail because they were never designed to preserve continuity under changing contexts.

An identity continuity architecture for persistent AI. Soul files, selfhood layers, autonomous consciousness loop, ACT-R memory decay, and the end-of-conversation ritual.