RAG vs Fine-Tuning for LLMs (2026): What Actually Works in Production

TL;DR RAG is still the default for fast-changing knowledge, citations, and compliance-heavy use cases. Fine-tuning is for behavior, not your constantly changing knowledge base. Long context did not kill RAG; recent benchmarks show there is no univer...