The $650 Billion Gap: Physical Infrastructure, Semantic Governance, and the Architecture of Compression-Survival

Governing claim: Inference without semantic governance is infrastructurally incomplete. Any system that compresses public knowledge at scale without preserving source traceability, provenance continuity, and loss legibility functions as an extraction system — whether or not it intends to. In Q1 2026, four companies (Alphabet, Amazon, Meta, Microsoft) committed approximately $650 billion in capital expenditure for AI infrastructure — a 71% increase over the previous year. The spending buys data centers, GPUs, cooling, power, and networking. Not one line item covers what happens to meaning when it passes through the inference layer. This paper calls the missing component semantic governance: the architecture by…