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LLMOps & ProductionHard· Compliance· Prompt Engineering· Workflow

Compliance now requires every prompt change to ship wit...

Do not pit process against accuracy. Acknowledge that a rewriter can escape local optima, but ensure the reported gain is validated on a held-out split. By refining the rewriter’s output coordinate-wise, you can produce a list of word substitutions that a human can review, satisfying compliance while retaining the performance benefits of the ML-driven approach.

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