Four Components
Necessary Conditions for Emergent Self-Modeling
Autobiographical memory creates continuity. Reflective learning
observes its own processes. Partial self-opacity forces inference
over direct access. Stakes make persistence matter. When stakes
pulse, all components respond—the system has skin in the game.