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Many AI requests are trivially simple, yet cost the same as complex ones. One team cut costs 71% by defaulting to a cheap model and escalating to a powerful one only when output...
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AI teams keep repeating search team mistakes: skipping evals, oversimplifying retrieval, and misunderstanding RAG as chunking rather than structured context delivery.