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Hardware Acceleration: The New Arms Race of 2026

Custom silicon is the quiet moat behind every serious agent platform. What SMBs should watch.

Feb 3, 20266 min readAIFlowPro Editorial

You probably won't buy TPUs. But your vendor will — or won't — and that will change your margins dramatically.

A look at the 2026 inference silicon landscape and what it means for per-interaction costs.

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