From API to GPU, Week 1: Understanding NVIDIA DGX Spark Environment

I've used AI through APIs for years — POST a prompt, get tokens back, ship the feature. I have never once deployed a model myself. No PyTorch, no GPU memory math, no idea what actually happens between...