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Cutting RAG inference costs 6x starts with deciding what never reaches the LLM

VentureBeat reports: Cutting RAG inference costs 6x starts with deciding what never reaches the LLM. Most teams building retrieval augmented generation (RAG)…

By Dillip Chowdary • Aug 16, 2026 • Source: VentureBeat

Cutting RAG inference costs 6x starts with deciding what never reaches the LLM

What happened

VentureBeat reports: Cutting RAG inference costs 6x starts with deciding what never reaches the LLM. Most teams building retrieval augmented generation (RAG) systems for high stakes classification make the same architectural bet: Route every ambiguous case straight to the language model and trust the retrieved context to sort it out. This works fine in a demo. It falls apart the moment the system has to survive an…

Cutting RAG inference costs 6x starts with deciding what never reaches the LLM
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