AI & machine learning

RAG or fine-tuning? A decision framework

Use retrieval-augmented generation for knowledge that changes and must be cited. Use fine-tuning for fixed format, tone and specialised task behaviour. Most production systems need both, and the split should follow an evaluation rather than a preference.