Fine-Tuning's Comeback: Why RAG Is No Longer Enough The Cracks in the RAG Foundation Retrieval-augmented generation promised a shortcut to accurate AI systems without the heavy lifting of model updates. Yet real deployments reveal persistent gaps. Shopify measured hallucination rates at 23 percent in its RAG-powered product search tool before adjustments. After shifting resources toward...