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Broadcom’s Latest Deals Signal A Major Shift In How AI Will Be Won!

Broadcom Inc. is increasingly being treated as a major beneficiary of artificial intelligence spending, but the more revealing development is not simply that it has won another important commercial relationship. The deeper shift is that AI is starting to look less like a pure software race and more like a capacity-constrained infrastructure market in which compute access, supply assurance, and long-term deployment visibility shape outcomes. Broadcom’s expanded arrangement with Google LLC covers custom TPUs, networking equipment, and AI data center components through 2031, while Anthropic’s planned access to roughly 3.5 gigawatts of TPU-based compute beginning in 2027 points to a world where AI capacity is being reserved well before end demand is fully proven. Broadcom’s latest earnings call adds another layer to that picture.