The rise of artificial intelligence is driving tech giants like Amazon, Microsoft, and Nvidia to significantly increase their capital expenditures on AI infrastructure, with projections indicating over $200 billion in spending by 2025. This shift from software to hardware investments is reshaping the tech landscape, prompting major financial commitments and strategic partnerships to support the growing computational demands of AI applications.