How would you improve an LLM system without simply increasing model size?

Instruction: Give a clear explanation, a practical example, and the main limitation.

Context: Use a measured workload to compare retrieval, routing, and simpler models against increasing model size.

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I would first identify the failing workload and the cost we are trying to control...

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