Only A Few AI Platforms Can Survive

Generative AI has dramatically expanded the IT market's revenue pool, raising questions about whether this growth will favor existing giants or foster diverse suppliers. While optimism favors competition, economic realities dictate consolidation, meaning only a few AI platforms will ultimately survive with significant market share. The high cost and tight supply chain for foundational components like advanced memory (HBM) and packaging make it difficult for startups to enter, despite significant venture funding. Major players like hyperscalers are increasingly designing custom hardware (CPUs and XPUs) to control costs and stack integration, mirroring historical patterns seen with mainframe and minicomputer makers. This vertical integration, driven by the need for massive scale, is key to survival. Although national interests drive data sovereignty concerns, the fundamental economic forces suggest a market dominated by a small number of integrated platforms, though differentiated innovation could still disrupt the landscape.

(Source：The Next Platform)