GPU Budgets, Global Models, and Real-Time Risk Scoring Infra Deep Dive

It’s one thing to train a model in a notebook. It’s another to scale that model across multiple clouds, regions, and time zones—scoring millions of events in near-real-time. Energy-Based Models give you power. But that power has a price - compute, latency, and orchestration at scale.