Walk the Decision: New Brand Voice, Stable Facts
Follow a stepwise decision path for a stable style problem.
The situation Your team needs consistent enterprise voice across hundreds of product-update blurbs, but the underlying facts already come from a trusted release note. If you pick retrieval just because it sounds sophisticated, you add plumbing without fixing the real failure mode. The framework Prompt first, then train for stable repeated behavior Ask three questions in order: Is the problem missing instruction? Does the answer depend on changing external facts? Is the target behavior stable enough to teach from examples? Shortcut to avoid Jumping straight to fine-tuning because the output looks inconsistent. This keeps system weight matched to the real…
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