Architectural Standards for Data Products and AI Interactions: Emergent & Aligned Patterns

Adapted from concepts shared by author(s) | Curated by Modern Data 101Adapted from concepts shared by Author(s) | Curated by Modern Data 101Why Unified Standards EmergedBefore we speak of protocols, platforms, or products, we must reduce the system to its irreducible parts. Strip away branding, tooling, and terminology, and what remains is intelligence attempting to act in an environment. Intelligence, by definition, operates on context. Remove structured context, and the model substitutes probability for truth. But context alone is insufficient.