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ky nash
AI Governance Auditor for Agents & Product Teams
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Sigilith: Structural Analysis Research Framework
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AxoSeek: Governed AI Agent Case Study
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Sigilith Harmonica Test — Domain-Agnostic Structural Analysis I designed the Harmonica Test to evaluate whether Sigilith could generalise beyond symbolic and computational systems. A 10-hole diatonic harmonica was encoded purely as operational states and transitions, without using pitch, acoustics, musical theory or physical measurements. Sigilith then identified structural roles, constraints, drift chains and distinct operating regimes from transition topology alone. The experiment demonstrates how the same structural-analysis methodology can be applied across fundamentally different domains.
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Sigilith — Indus AUF/AUQ Structural Micro-Grammar I developed a computational micro-grammar for a bounded cluster of Indus inscriptions using the Sigilith Structural Engine. Rather than attempting decipherment, the project models recurring structural behaviour through normalized symbols, transition rules and finite-state constraints. The resulting CORE + STROKE-GROUP + TAIL architecture can classify legal and illegal sequences, calculate structural stability, detect collapse points and generate or predict structurally valid sequences. The work demonstrates how formal computational methods can investigate an undeciphered symbolic system without making semantic claims.
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