RAG vs Fine-Tuning: Choose the Right Intervention
A practical comparison of retrieval and fine-tuning, including evaluation, data handling and when the two approaches belong together.
Ideas grounded in engineering.
Practical writing on AI systems, the controls around them and the work of bringing them into a business.
Insights
2 articles
RAG: What Retrieval Can and Cannot Solve
How retrieval-augmented generation connects models to business knowledge, and where access, freshness and answer quality can still fail.