Batch scoring a billion items is a throughput-and-cost problem, the opposite of low-latency serving. Every choice that hurts latency helps you here. Here is how to design for dollars-per-million-documents.
Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.
Batch scoring a billion items is a throughput-and-cost problem, the opposite of low-latency serving. Every choice that hurts latency helps you here. Here is how to design for dollars-per-million-documents.
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