22. Add retrieval instead of retraining when knowledge changes
Improve a language system by adding retrieval when the problem is missing or changing knowledge rather than bad reasoning. You will design a small retrieval-augmented workflow, judge retrieved evidence, and know when RAG is better than fine-tuning.