Artificial intelligence is often described as a software revolution, but at scale it becomes an infrastructure problem. Every serious AI system eventually resolves into racks, chips, cooling, steel, and electricity. As AI and high-performance computing infrastructure expands, the industry is discovering a hard truth: intelligence scales physically. Compute is not virtual — it is industrial. From Algorithms to Infrastructure AI / HPC infrastructure has moved beyond experimenta