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Infrastructure

Inference Is the New CUDA

Why the most interesting infrastructure company of the next decade probably isn't a chip company.

By The Memo · Thursday, June 18, 2026 · 9 min read

Inference Is the New CUDA
Photo · Taylor Vick / Unsplash

Every cycle in computing produces one company that captures the layer everyone forgot to fight over. In the 2010s, that was CUDA — not the GPU, but the runtime around it. The fight for AI infrastructure in 2026 looks structurally similar, and it's happening at the inference layer.

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