When does caching help an LLM product and when does it hurt?

Instruction: Explain when caching is a net win and when it creates product risk.

Context: Checks whether the candidate can explain the core concept clearly and connect it to real production decisions. Explain when caching is a net win and when it creates product risk.

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Caching helps when the same expensive work happens over and over with the same answer. It hurts when the answer...

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