News & Signals

October 14, 2026

Prompting vs RAG vs Fine-Tuning: Choose the Lever That Matches the Failure

Prompting, retrieval-augmented generation and fine-tuning are often presented as stages of maturity. That framing is misleading. They solve different problems and can be used together.