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September 4, 2026•1 min read•from Towards Data Science

Disaggregation Is a Thousand-GPU Problem

Disaggregation Is a Thousand-GPU Problem

Three conditions that must hold before splitting prefill from decode pays off, and why chunked prefill is the right default below that threshold.

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