Fine-Tuning's Comeback: Why Production Teams Are Ditching RAG for Custom Models The Performance Gap That RAG Can't Close Retrieval-augmented generation promised to solve hallucination by pulling fresh context at inference time. In practice, many teams discovered that retrieval still leaves models guessing on domain nuance. Fine-tuning embeds that nuance directly into weights. Shopify reported...