The fight over open AI models mirrors the 18th-century suppression of Diderot's Encyclopédie, revealing the same pattern of institutional fear of accessible knowledge.
AI-ready metadata reduces query failures by making ownership, freshness, lineage, quality, and policy visible at execution time.
