Applied Materials said artificial intelligence (AI) is reshaping the global semiconductor industry and could drive years of heavy investment in chipmaking, packaging, and materials engineering. The shift matters far beyond one company, because AI demand is increasing worldwide and is expected to influence data centers, device costs, energy use, and the pace of technology development.