The rapidly evolving landscape of artificial intelligence hardware has become a defining battleground for technology giants and investors alike, setting the stage for a new era of industry consolidation, risk, and opportunity. Never before has the contest to design, manufacture, and scale compute platforms for AI been so intense—or so central to the strategic outlooks of companies like NVIDIA, Microsoft, Marvell, Amazon, and Google. As the demand for generative AI applications balloons, so...