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.

📘 README