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SpiralQIT Agentic AI Governance Brief

A short public brief explaining why agentic AI needs structured reasoning, human oversight, risk review, and accountable decision governance.

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The current public reference release for SpiralQIT is:

SQIT-PUBREF-0.3-FREEZE-20260611

This release is licensed under CC BY-NC 4.0 and provides a public-facing reference layer for SpiralQIT. It does not include private runtime files, internal audit materials, implementation code, private governance records, or unreleased project architecture.


Release materials planned for public attachment

Download the frozen public reference packet:

Download SQIT-PUBREF-0.3-FREEZE-20260611.zip


Questions or early access