gpus-explained3 articles
Cloud ServicesMay 3, 2026GPUs Explained, Part 3: The Hardware Behind Modern AI
What an H100, H200, B200, and a GB200 NVL72 rack actually are. Plus HBM, NVLink, training vs inference, and the alternatives like TPUs and AMD MI300X.
21 min read
Cloud ServicesMay 2, 2026GPUs Explained, Part 2: Inside a GPU
What is actually on a GPU die. Streaming multiprocessors, CUDA cores, threads, warps, memory hierarchy, and tensor cores, in plain English.
17 min read
Cloud ServicesMay 1, 2026GPUs Explained, Part 1: Why AI needs GPUs
A simple story of why every modern AI service runs on GPUs and not CPUs. From mainframes in the 1950s to the H100, written for software engineers.
19 min read