This essay explores a three-tier AI governance system, distributing oversight to enforce behavior standards, indicating a new pathway for safe AI management.
This essay describes the Triquetra Architecture, a three-tier supervisoryconstraint system for AI governance consisting of a pattern firewall,decision orchestration layer, and integrity verification protocol.The system demonstrates how mutually constraining oversight layerscan enforce behavioral invariants around AI model outputs.The architecture is implemented as a proof-of-concept softwaresystem with an accompanying test suite.The goal of this work is to explore governance architecturesfor AI systems that do not rely on a single safety mechanismbut instead distribute authority across multiple oversight layers.
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Shawn J Ralph (2026) studied this question.
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