AI Hyperscale Deficit Index | Real-Time Infrastructure Telemetry
Generating intelligence requires physical work. The AI Hyperscale Deficit Index (HDI) quantifies the ground-truth thermodynamic and debt burn of global compute clusters. The underlying metrics are generated by a custom Data-as-a-Service (DaaS) telemetry engine developed by Logical Control Services. Leveraging 25 years of industrial automation and physical control engineering, this asynchronous microservice API strips away circular venture capital, vendor financing, and off-balance-sheet abstractions to reveal the exact net fiat deficit per active GPU hour.