Structural representations showing how elements relate to each other.
Character Cards as Community-Evolved Persona Specification — Roleplay community’s portable persona format: avatar image as identity container
Persona Vectors and the Assistant Axis — Where personas live in model weights — and how to monitor and steer them
Psychometric Personality Frameworks for AI Agents — Big Five applied to AI: quantifiable personality with an invariance warning
Six Approaches to Persona Architecture — Synthesis — Six approaches to agent identity — what they share, where they diverge, and how they might interoperate
SoulSpec Portable Agent Identity Standard — Agent personality as source code: portable, versionable, shareable
The Persona Selection Model — LLMs adopt personas by activating pretraining patterns, not following explicit definitions
The Persona Spectrum from Role Label to Soul Document — Five levels of agent identity: from role label to weights-embedded character
The Self-Sovereign Estate Persona Architecture — Self-sovereign identity principles applied to estate agent architecture — the same membrane that organizes a person’s agents enables commons across estates
8 nodes in this section.