Nvidia’s structural pivot to isolate its ACIE market and AMD’s US$10 billion investment in Taiwan infrastructure signal a profound realignment in the AI chip war. Both developments reflect a shared urgency to expand beyond traditional hyperscale clouds into the booming, highly lucrative global enterprise, industrial, and sovereign AI factory frontiers.