GPT

Decision Framework

Task → Can prompting solve it? (90% accuracy) YES → Ship it, monitor, iterate prompts NO → Is the issue context/knowledge? YES → RAG (retrieval-augmented generation) NO → Is the issue style/behavior/domain? YES → Fi

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Task → Can prompting solve it? (>90% accuracy)
 YES → Ship it, monitor, iterate prompts
 NO → Is the issue context/knowledge?
 YES → RAG (retrieval-augmented generation)
 NO → Is the issue style/behavior/domain?
 YES → Fine-tune (LoRA first, full FT if needed)
 NO → Reconsider task definition

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