Self-Model Loop

Also: Self-Model Loop — Self-Modeling Intelligence Pattern

Self-Model Loop / Self-Modeling Intelligence — a named architectural pattern that builds a living, evolving mental model of the user or business rather than just critiquing agent output. The model evolves over time, affecting tone, decisions, and behavior prediction. Replaces Layer 4 (Self-Reflection) in OMNIA-6 with a meta-aware, continuously updating cognitive scaffold. Used in Mirror-X1, StudioGPT feedback, and any identity-retaining agent. Distinct from the Mirror-X1 Self-Model Schema (which is the JSON implementation) — this is the architectural pattern.

Quoted verbatim from Notion, captured 2026-07-25. First seen 2026-04-04.

Provenance

Every source that names this term. Links into the Notion workspace require workspace access.

• Notionapp.notion.com/p/339a981d75b68154bc44e64bacf60640 (private workspace)2026-07-25

Related

• StudioGPT
• OMNIA-6
• Mirror

Cite

Self-Model Loop — lex:self-model-loop — Neuruh Lexicon v1.0.0 (0a2bb72426e9) — https://lexicon.neuruh.com/t/self-model-loop

Agents: GET /api/term/lex:self-model-loop or the lexicon_resolve MCP tool.