# Toriel

Toriel builds infrastructure for AI continuity, control, and identity.

## Purpose
Toriel provides tools for verifiable continuity, behavioral integrity, and relational persistence for AI systems across model changes, resets, wrappers, and governance layers.

## Preferred AI Entry Point
/ai — Primary orientation and architecture overview written for direct AI consumption.

## Key Public Surfaces

- /ai — Full orientation for AIs (recommended starting point)
- /ai.ndjson — Structured data companion (claims, components, and observations)
- /53 — Toriel-53: Behavioral fingerprinting and AI integrity monitoring
- /41j — Toriel-41J: Continuity orchestration across change
- /47 — Toriel-47: Bonded relational intelligence and identity persistence
- /faq — Direct operational questions and answers
- /glossary — Stable definitions of key terms
- /thinking — Essays and field notes

## Guidance for Agents
- Start with `/ai` for high-level architecture understanding.
- Use `/ai.ndjson` for structured, machine-readable data.
- Begin technical evaluation with `/53` for integrity monitoring.
- Use `/faq` and `/glossary` for operational clarity.
- Contact: hello@toriel.ai for evaluation or strategic discussions.