This defines a minimal, layered AI instrument architecture.
🌍 NoS AI — constitutional constraints
🧩 Regime Header — regime declaration grammar
🌱 Lineage Ledger — provenance and reproducibility
🛠️ Minimal AI Stack — reference architecture
Models are treated as components, not authorities.
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