The Tools Every AI Engineer Actually Needs in 2026 NVIDIA GPUs Remain Non-Negotiable for Training at Scale Any engineer claiming to build serious models without NVIDIA hardware is either lying or working on toy problems. The company still controls roughly 87 percent of the AI accelerator market, and that dominance shows up in raw deployment numbers. Microsoft’s Azure supercluster for OpenAI...