AI Factories Replace GPUs as Computing's New Center

The semiconductor industry is undergoing a fundamental shift as AI infrastructure evolves beyond individual chips into integrated systems. Compute, memory, networking, packaging, power and software are converging into what industry leaders call the AI factory, effectively becoming the new computer. Key figures from AMD, Broadcom, Samsung and OpenAI highlight two major trends driving this change: the rise of custom silicon optimized for specific AI workloads, and memory becoming a primary design consideration rather than an afterthought. OpenAI's Jalapeño chip and hyperscaler custom accelerators signal that frontier AI companies are moving from buying chips to designing entire systems around their workloads.